As reported in Pure, updated: Sun Aug 9 01:02:04 2020
2020
Federici, M. ; Dutta, A. ; Forré, P. ; Kushman, Nate ; Akata, Z. / Learning Robust Representations via Multi-View Information Bottleneck. Paper presented at 8th International Conference on Learning Representations, Addis Abeba, Ethiopia.26 p.
Kipf, T.N. ; van der Pol, E.E. ; Welling, M. / Contrastive Learning of Structured World Models. International Conference on Learning Representations. 2020.
Kipf, T.N.. / Deep learning with graph-structured representations. 2020. 164 p.
Kool, Wouter ; van Hoof, Herke ; Welling, Max. / Estimating Gradients for Discrete Random Variables by Sampling without Replacement. International Conference on Learning Representations. 2020.
Oh, C. ; Adamczewski, Kamil ; Park, Mijung. / The Radial and Directional Posteriors for Bayesian Deep Learning. 34th AAAI Conference on artificial Intelligence. AAAI, 2020.
Qi, J. ; Bloemen, V. ; Wang, S. ; van Wijk, J. ; van de Wetering, H. / STBins: Visual Tracking and Comparison of Multiple Data Sequences Using Temporal Binning. In: IEEE Transactions on visualization and computer graphics. 2020 ; Vol. 26, No. 1. pp. 1054-1063.
van der Pol, E.E. ; Kipf, T.N. ; Oliehoek, F.A. ; Welling, M. / Plannable Approximations to MDP Homomorphisms: Equivariance under Actions. International Conference on Autonomous Agents and Multi-Agent Systems. 2020.
2019
Atanov, A. ; Ashukha, A. ; Struminsky, K. ; Vetrov, D. ; Welling, M. / The Deep Weight Prior. ICLR 2019: International Conference on Learning Representations : New Orleans, Louisiana, United States, May 6-May 9, 2019 . OpenReview, 2019.
Belli, Davide ; Kipf, Thomas. / Image-Conditioned Graph Generation for Road Network Extraction. Paper presented at NeurIPS Workshop on Graph Representation Learning 2019, .
Bertone, G. ; Deisenroth, M.P. ; Kim, J.S. ; Liem, S. ; Ruiz de Austri, R. ; Welling, M. / Accelerating the BSM interpretation of LHC data with machine learning. In: Physics of the Dark Universe. 2019 ; Vol. 24.
Blom, T. ; Bongers, S.R. ; Mooij, J.M. / Beyond Structural Causal Models: Causal Constraints Models. Proceedings of the 35th Annual Conference on Uncertainty in Artificial Intelligence. 2019.
Bosch, L. ; Kanis, M. ; Dunn, J. ; Stewart, K.A. ; Kröse, B. / How Is the Caregiver Doing? Capturing Caregivers' Experiences With a Reflective Toolkit. In: JMIR Mental Health. 2019 ; Vol. 6, No. 5.
Brons, A. ; Braam, K. ; Timmerman, A. ; Broekema, A. ; Visser, B. ; van Ewijk, B. ; Terheggen-Lagro, S. ; Rutjes, N. ; van Leersum, H. ; Engelbert, R. ; Kröse, B. ; Chinapaw, M. ; Altenburg, T. / Promoting factors for physical activity in children with asthma explored through concept mapping. In: International Journal of Environmental Research and Public Health. 2019 ; Vol. 16, No. 22.
Caccia, L. ; van Hoof, H. ; Courville, A. ; Pineau, J. / Deep Generative Modeling of LiDAR Data. 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS): Macau, China, 3-8 November 2019. [Piscataway, NJ] : IEEE, 2019. pp. 5034-5040
Cohen, T.S. ; Weiler, M. ; Kicanaoglu, Berkay ; Welling, Max. / Gauge Equivariant Convolutional Networks and the Icosahedral CNN. Proceedings of Machine Learning Research. Vol. 97 2019.
Cohen, T.S. ; Geiger, M. ; Weiler, M. / A General Theory of Equivariant CNNs on Homogeneous Spaces. Advances in Neural Information Processing Systems. Vol. 32 2019.
Diaconu, Nichita ; Worrall, D.E. / Learning to convolve: A generalized weight-tying approach. Proceedings of International Conference on Machine Learning. Vol. 36 2019.
Diaconu, Nichita ; Worrall, D.E. / Affine Self Convolution. ArXiv, 2019.
Dutta, A. ; Akata, Z. / Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition: proceedings : 16-20 June 2019, Long Beach, California. Los Alamitos, CA : IEEE Computer Society, 2019. pp. 5084-5093 (CVPR).
Falorsi, L. ; de Haan, P. ; Davidson, T.R. ; Forré, P. / Reparameterizing Distributions on Lie Groups. In: Proceedings of Machine Learning Research. 2019 ; Vol. 89. pp. 3244-3253.
Forré, P. ; Mooij, J.M. / Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias. Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence: UAI 2019, Tel Aviv, Israel, July 22-25, 2019. editor / A. Globerson ; R. Silva. Corvallis, OR : AUAI Press, 2019.
Hoogeboom, E. ; van den Berg, R. ; Welling, M. / Emerging Convolutions for Generative Normalizing Flows. International Conference on Machine Learning. 2019.
Hoogeboom, E. ; Peters, J.W.T. ; van den Berg, R. ; Welling, M. / Integer Discrete Flows and Lossless Compression. Advances In Neural Information Processing Systems (NeurIPS). 2019.
Hu, S. ; Worrall, D. ; Knegt, S. ; Veeling, B. ; Huisman, H. ; Welling, M. / Supervised Uncertainty Quantification for Segmentation with Multiple Annotations. Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019 : proceedings. editor / D. Shen ; T. Liu ; T.M. Peters ; L.H. Staib ; C. Essert ; S. Zhou ; P.-T. Yap ; A. Khan. Vol. 2 Cham : Springer, 2019. pp. 137-145 (Lecture Notes in Computer Science).
Kipf, Andreas ; Kipf, Thomas ; Radke, Bernhard ; Leis, Viktor ; Boncz, Peter ; Kemper, Alfons. / Learned cardinalities : Estimating correlated joins with deep learning. Paper presented at 9th Biennial Conference on Innovative Data Systems Research, CIDR 2019, Pacific Grove, United States.
Kipf, Thomas ; Li, Yujia ; Dai, Hanjun ; Zambaldi, Vinicius ; Sanchez-Gonzalez, Alvaro ; Grefenstette, Edward ; Kohli, Pushmeet ; Battaglia, Peter. / CompILE: Compositional Imitation Learning and Execution. Paper presented at International Conference on Machine Learning (ICML 2019), .
Kipf, T. ; van der Pol, E. ; Welling, M. / Contrastive Learning of Structured World Models. v1. ed. Amsterdam : University of Amsterdam, 2019.
Kool, W. ; van Hoof, H. ; Welling, M. / Attention, learn to solve routing problems!. ICLR 2019: International Conference on Learning Representations : New Orleans, Louisiana, United States, May 6-May 9, 2019 . OpenReview, 2019.
Kool, Wouter ; van Hoof, Herke ; Welling, Max. / Buy 4 REINFORCE Samples, Get a Baseline for Free!. Deep RL Meets Structured Prediction Workshop at ICLR. 2019.
Kool, Wouter ; van Hoof, Herke ; Welling, Max. / Stochastic Beams and Where To Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement. International Conference on Machine Learning. 2019.
Louizos, C. ; Reisser, M. ; Blankevoort, T. ; Gavves, E. ; Welling, M. / Relaxed Quantization for Discretized Neural Networks. ICLR 2019: International Conference on Learning Representations : New Orleans, Louisiana, United States, May 6-May 9, 2019 . OpenReview, 2019.
Löwe, S. ; O'Connor, P.E. ; Veeling, B.S. / Putting An End to End-to-End: Gradient-Isolated Learning of Representations. Paper presented at NeurIPS, Vancouver, Canada.
Magliacane, S. ; van Ommen, T. ; Claassen, T. ; Bongers, S. ; Versteeg, P. ; Mooij, J.M. / Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions. 32nd Conference on Neural Information Processing Systems 2018: Montreal, Canada, 3-8 December 2018. editor / S. Bengio ; H. Wallach ; H. Larochelle ; K. Grauman ; N. Cesa-Bianchi ; R. Garnett. Vol. 15 Red Hook, NY : Curran Associates, 2019. pp. 10846-10856 (Advances in Neural Information Processing Systems).
Mehra, S. ; Visser, B. ; Cila, N. ; van den Helder, J. ; Engelbert, R.H.H. ; Weijs, P.J.M. ; Kröse, B.J.A. / Supporting Older Adults in Exercising With a Tablet: A Usability Study. In: JMIR Human Factors. 2019 ; Vol. 6, No. 1.
Mettes, P.S.M. ; van der Pol, E.E. ; Snoek, C.G.M. / Hyperspherical Prototype Networks. Neural Informations Processing Systems. 2019.
O'Connor, P.E. ; Gavves, E. ; Welling, M. / Training a Spiking Neural Network with Equilibrium Propagation. International Conference on Artificial Intelligence and Statistics. 2019.
O'Connor, P. ; Gavves, E. ; Welling, M. / Initialized Equilibrium Propagation for Backprop-Free Training. ICLR 2019: International Conference on Learning Representations : New Orleans, Louisiana, United States, May 6-May 9, 2019. OpenReview, 2019.
Oh, C. ; Tomczak, Jakub ; Gavves, Efstratios ; Welling, M. / Combinatorial Bayesian Optimization using the Graph Cartesian Product. Advances in Neural Information Processing Systems 32 (NIPS 2019) preproceedings. Neural Information Processing Systems (NIPS) Foundation, 2019.
Patrini, G. ; van den Berg, R. ; Forré, P. ; Carioni, M. ; Bhargav, S. ; Welling, M. ; Genewein, T. ; Nielsen, F. / Sinkhorn AutoEncoders. Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence: UAI 2019, Tel Aviv, Israel, July 22-25, 2019. editor / A. Globerson ; R. Silva. Corvallis, OR : AUAI Press, 2019.
Pol, M.C. ; Ter Riet, G. ; van Hartingsveldt, M. ; Kröse, B. ; Buurman, B.M. / Effectiveness of sensor monitoring in a rehabilitation programme for older patients after hip fracture: a three-arm stepped wedge randomised trial. In: Age and Ageing. 2019 ; Vol. 48, No. 5. pp. 650-657.
Pol, M. ; Peek, S. ; van Nes, F. ; van Hartingsveldt, M. ; Buurman, B. ; Kröse, B. / Everyday life after a hip fracture: what community-living older adults perceive as most beneficial for their recovery. In: Age and Ageing. 2019 ; Vol. 48, No. 3. pp. 440-447.
Satsangi, Y.. / Active perception for person tracking. 2019. 191 p.
Schönfeld, E. ; Ebrahimi, S. ; Sinha, S. ; Darrell, T. ; Akata, Z. / Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition: proceedings : 16-20 June 2019, Long Beach, California. Los Alamitos, CA : IEEE Computer Society, 2019. pp. 8239-8247 (CVPR).
Shang, W. ; van der Wal, D. ; van Hoof, H.C. ; Welling, M. / Stochastic Activation Actor Critic Methods. European Conference on Machine Learning. 2019.
Shiarlis, K.C.. / Detaching the strings : Practical algorithms for Learning from Demonstration. 2019. 106 p.
Thakur, S. ; van Hoof, H. ; Gamboa Higuera, J.C. ; Precup, D. ; Meger, D. / Uncertainty Aware Learning from Demonstrations in Multiple Contexts using Bayesian Neural Networks. 2019 International Conference on Robotics and Automation (ICRA) : Montreal, Quebec, Canada, 20-24 May 2019. Vol. 1 [Piscataway, NJ] : IEEE, 2019. pp. 768-774
Tomczak, Jakub M ; Węglarz-Tomczak, Ewelina. / Estimating kinetic constants in the Michaelis-Menten model from one enzymatic assay using Approximate Bayesian Computation. In: FEBS Letters. 2019.
van der Ouderaa, T.F.A. ; Worrall, D.E. / Reversible GANs for memory-efficient image-to-image translation. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition: proceedings : 16-20 June 2019, Long Beach, California. Los Alamitos, CA : IEEE Computer Society, 2019. pp. 4715-4723 (CVPR).
van der Ouderaa, Tycho ; Worrall, D.E. ; van Ginneken, Bram. / Chest CT Super-resolution and Domain-adaptation using Memory-efficient 3D Reversible GANs. International Conference on Medical Imaging with Deep Learning. Vol. 2 2019.
Weiler, M. ; Cesa, Gabriele. / General E(2)-Equivariant Steerable CNNs. Advances in Neural Information Processing Systems. Vol. 32 2019.
Weitkamp, Laurens ; van der Pol, E.E. ; Akata, Z. / Visual rationalizations in deep reinforcement learning for atari games. Artificial Intelligence: 30th Benelux Conference, BNAIC 2018, ‘s-Hertogenbosch, The Netherlands, November 8–9, 2018 : revised selected papers. Springer, 2019. pp. 151-165 (Communications in Computer and Information Science).
Winkler, Christina ; Worrall, D. ; Hoogeboom, E. ; Welling, M. / Learning Likelihoods with Conditional Normalizing Flows. ArXiV. arXiv.org, 2019.
Worrall, D.E. ; Welling, M. / Deep Scale-spaces: Equivariance Over Scale. Advances in Neural Information Processing Systems. Vol. 32 2019.
Xian, Y. ; Lampert, C.H. ; Schiele, B. ; Akata, Z. / Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly. In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 2019 ; Vol. 41, No. 9. pp. 2251-2265.
Xian, Y. ; Sharma, S. ; Schiele, B. ; Akata, Z. / f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition: proceedings : 16-20 June 2019, Long Beach, California. Los Alamitos, CA : IEEE Computer Society, 2019. pp. 10267-10276 (CVPR).
Xian, Y. ; Choudhury, S. ; He, Y. ; Schiele, B. ; Akata, Z. / Semantic Projection Network for Zero- and Few-Label Semantic Segmentation. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition: proceedings : 16-20 June 2019, Long Beach, California. Los Alamitos, CA : IEEE Computer Society, 2019. pp. 8248-8257 (CVPR).
2018
Barbaros, V. ; van Hoof, H. ; Abdolmaleki, A. ; Meger, D. / Eager and Memory-Based Non-Parametric Stochastic Search Methods for Learning Control. International Conference on Robotics and Automation. 2018.
Blom, T. ; Klimovskaia, A. ; Magliacane, S. ; Mooij, J.M. / An Upper Bound for Random Measurement Error in Causal Discovery. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Fourth Concerence (2018) : August 6-10, 2018, Monterey, California, USA. editor / A. Globerson ; R. Silva. Corvallis, Oregon : AUAI Press, 2018. pp. 570-579
Cangea, Cătălina ; Veličković, Petar ; Jovanović, Nikola ; Kipf, T.N. ; Liò, Pietro. / Towards Sparse Hierarchical Graph Classifiers. Paper presented at NeurIPS Workshops 2018, .
Cohen, T.S. ; Geiger, M. ; Khler, J. ; Welling, M. / Spherical CNNs. International Conference for Learning Representations. 2018.
Davidson, T.R. ; Falorsi, L. ; De Cao, N. ; Kipf, T. ; Tomczak, J.M. / Hyperspherical Variational Auto-Encoders. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Fourth Concerence (2018) : August 6-10, 2018, Monterey, California, USA. editor / A. Globerson ; R. Silva. Corvallis, Oregon : AUAI Press, 2018. pp. 856-865
De Cao, N. ; Kipf, T. / MolGAN: An implicit generative model for small molecular graphs. Paper presented at ICML18 Workshop on Theoretical Foundations and Applications
of Deep Generative Models, Stockholm, Sweden.11 p.
of Deep Generative Models, Stockholm, Sweden.11 p.
Dong, Y. ; Shen, Y. ; Crawford, E. ; van Hoof, H. ; Cheung, J.C.K. / BanditSum: Extractive Summarization as a Contextual Bandit. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing : EMNLP 2018: Brussels, Belgium, Oct. 31-Nov. 4. editor / E. Riloff ; D. Chiang ; J. Hockenmaier ; J. Tsujii. Stroudsburg, PA : The Association for Computational Linguistics, 2018. pp. 3739-3748
Essler, F.H.L. ; van den Berg, R. ; Gritsev, V. / Integrable spin chains with random interactions. In: Physical Review B - Condensed Matter and Materials Physics. 2018 ; Vol. 98, No. 2.
Falorsi, L. ; de Haan, P. ; Davidson, T.R. ; De Cao, N. ; Weiler, M. ; Forré, P. ; Cohen, T.S. / Explorations in Homeomorphic Variational Auto-Encoding. Paper presented at ICML18 Workshop on Theoretical Foundations and Applications
of Deep Generative Models, Stockholm, Sweden.15 p.
of Deep Generative Models, Stockholm, Sweden.15 p.
Flohr, F.B.. / Vulnerable road user detection and orientation estimation for context-aware automated driving. 2018. 194 p.
Forré, P. ; Mooij, J.M. / Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Fourth Concerence (2018) : August 6-10, 2018, Monterey, California, USA. editor / A. Globerson ; R. Silva. Corvallis, Oregon : AUAI Press, 2018. pp. 269-278
Fujimoto, S. ; van Hoof, H. ; Meger, D. / Addressing function approximation error in actor-critic methods. In: Proceedings of Machine Learning Research. 2018 ; Vol. 80. pp. 1587-1596.
Hendricks, L.A. ; Hu, R. ; Darrell, T. ; Akata, Z. / Grounding Visual Explanations. Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8-14, 2018: proceedings. editor / V. Ferrari ; M. Hebert ; C. Sminchisescu ; Y. Weiss. Vol. 2 Cham : Springer, 2018. pp. 269-286 (Lecture Notes in Computer Science).
Hoogeboom, E. ; Peters, J.W.T. ; Cohen, T.S. ; Welling, M. / HexaConv. International Conference for Learning Representations. 2018.
Ilse, M. ; Tomczak, J.M. ; Welling, M. / Attention-based Deep Multiple Instance Learning. Proceedings of the 35th International Conference on Machine Learning. 2018.
Kim, J. ; Rohrbach, A. ; Darrell, T. ; Canny, J. ; Akata, Z. / Textual Explanations for Self-Driving Vehicles. Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8-14, 2018: proceedings. editor / V. Ferrari ; M. Hebert ; C. Sminchisescu ; Y. Weiss. Vol. 2 Cham : Springer, 2018. pp. 577-593 (Lecture Notes in Computer Science).
Kipf, Thomas ; Li, Yujia ; Dai, Hanjun ; Zambaldi, Vinicius ; Grefenstette, Edward ; Kohli, Pushmeet ; Battaglia, Peter. / Compositional Imitation Learning: Explaining and executing one task at a time. Paper presented at NeurIPS Workshops 2018, .
Kipf, T. ; Fetaya, E. ; Wang, K.-C. ; Welling, M. ; Zemel, R. / Neural Relational Inference for Interacting Systems. In: Proceedings of Machine Learning Research. 2018 ; Vol. 80. pp. 2688-2697.
Louizos, C. ; Ullrich, K. ; Welling, M. / Bayesian Compression for Deep Learning. 31st Conference on Advances in Neural Information Processing Systems (NIPS 2017): Long Beach, California, USA, 4-9 December 2017 . editor / U. von Luxburg ; I. Guyon ; S. Bengio ; H. Wallach ; R. Fergus ; S.V.N. Vishwanathan ; R. Garnett. Vol. 5 Red Hook, NY : Curran Associates, 2018. pp. 3289-3299 (Advances in Neural Information Processing Systems).
Louizos, C. ; Shalit, U. ; Mooij, J. ; Sontag, D. ; Zemel, R. ; Welling, M. / Causal Effect Inference with Deep Latent-Variable Models. 31st Conference on Advances in Neural Information Processing Systems (NIPS 2017): Long Beach, California, USA, 4-9 December 2017 . editor / U. von Luxburg ; I. Guyon ; S. Bengio ; H. Wallach ; R. Fergus ; S.V.N. Vishwanathan ; R. Garnett. Vol. 10 Red Hook, NY : Curran Associates, 2018. pp. 6447-6457 (Advances in Neural Information Processing Systems).
Louizos, C. ; Welling, M. ; Kingma, D.P. / Learning Sparse Neural Networks through L0 Regularization. International Conference for Learning Representations. 2018.
Manjanna, S. ; van Hoof, H. ; Dudek, G. / Policy Search on Aggregated State Space for Active Sampling. 2018 International Symposium on Experimental Robotics. 2018.
Manjanna, S. ; van Hoof, H. ; Dudek, G. / Reinforcement Learning with Non-uniform State Representations for Adaptive Search. 2018 IEEE International Symposium on Safety, Security, and Rescue Robotics: SSRR 2018 : Philadelphia, PA, USA on August 6-8, 2018. IEEE, 2018.
Mehra, S. ; Visser, B. ; Dadema, T. ; van den Helder, J. ; Engelbert, R.H.H. ; Weijs, P.J.M. ; Kröse, B.J.A. / Translating Behavior Change Principles Into a Blended Exercise Intervention for Older Adults: Design Study. In: JMIR Research Protocols. 2018 ; Vol. 7, No. 5.
Mironcika, S. ; de Schipper, A. ; Brons, A. ; Toussaint, H. ; Kröse, B. ; Schouten, B. / Smart toys design opportunities for measuring children's fine motor skills development. TEI'18 : proceedings of the Twelfth International Conference on Tangible, Embedded, and Embodied Interaction: March 18-21, 2018, Stockholm, Sweden. New York, NY : Association for Computing Machinery, 2018. pp. 349-356
Nait Aicha, A. ; Englebienne, G. ; Kröse, B. / Continuous measuring of the indoor walking speed of older adults living alone. In: Journal of ambient intelligence & humanized computing. 2018 ; Vol. 9, No. 3. pp. 589-599.
Nait Aicha, A. ; Englebienne, G. ; van Schooten, K.S. ; Pijnappels, M. ; Kröse, B. / Deep Learning to Predict Falls in Older Adults Based on Daily-Life Trunk Accelerometry. In: Sensors. 2018 ; Vol. 18, No. 5.
O'Connor, P.E. ; Gavves, E. ; Welling, M. / Temporally Efficient Deep Learning with Spikes. International Conference on Learning Representations. OpenReview, 2018.
O'Connor, P.E. ; Gavves, E. ; Welling, M. / Initialized Equilibrium Propagation for Backprop-Free Training. International Conference on Machine Learning: Workshop on Credit Assignment in Deep Learning and Deep Reinforcement Learning. 2018.
Oh, C. ; Gavves, E. ; Welling, M. / BOCK: Bayesian Optimization with Cylindrical Kernels. International Conference on Machine Learning. 2018.
Oliehoek, Frans ; Savani, Rahul ; Gallego, Jose ; van der Pol, Elise ; Gross, Roderich. / Beyond Local Nash Equilibria for Adversarial Networks. Benelearn 2018. 2018.
Park, D.H. ; Hendricks, L.A. ; Akata, Z. ; Rohrbach, A. ; Schiele, B. ; Darrell, T. ; Rohrbach, M. / Multimodal explanations: Justifying decisions and pointing to the evidence. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition: proceedings : 18-22 June 2018, Salt Lake City, Utah. Los Alamitos, California : IEEE Computer Society, 2018. pp. 8779-8788
Rubenstein, P.K. ; Bongers, S. ; Schölkopf, B. ; Mooij, J.M. / From Deterministic ODEs to Dynamic Structural Causal Models. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Fourth Concerence (2018) : August 6-10, 2018, Monterey, California, USA. editor / A. Globerson ; R. Silva. Corvallis, Oregon : AUAI Press, 2018. pp. 114-123
Satsangi, Y. ; Whiteson, S. ; Oliehoek, F. ; Spaan, M.T.J. / Exploiting Submodular Value Functions for Scaling Up Active Perception. In: Autonomous Robots. 2018 ; Vol. 42, No. 2. pp. 209–233.
Scheepers, T. ; Kanoulas, E. ; Gavves, E. / Improving Word Embedding Compositionality using Lexicographic Definitions. The Web Conference 2018: companion of the World Wide Web Conference WWW2018 : April 23-27, 2018, Lyon, France. [Geneva] : International World Wide Web Conferences Steering Committee, 2018. pp. 1083-1093
Schlichtkrull, M. ; Kipf, T.N. ; Bloem, P. ; van den Berg, R. ; Titov, I. ; Welling, M. / Modeling Relational Data with Graph Convolutional Networks. The Semantic Web: 15th International Conference, ESWC 2018, Heraklion, Crete, Greece, June 3–7, 2018 : proceedings. editor / A. Gangemi ; R. Navigli ; M.-E. Vidal ; P. Hitzler ; R. Troncy ; L. Hollink ; A. Tordai ; M. Alam. Cham : Springer, 2018. pp. 593-607 (Lecture Notes in Computer Science).
Selvan, Raghavendra ; Kipf, Thomas ; Welling, Max ; Pedersen, Jasper H. ; Petersen, Jens ; de Bruijne, Marleen. / Extraction of Airways using Graph Neural Networks. Poster session presented at Medical Imaging with Deep Learning, Abstract Track (MIDL 2018), .
Shang, W. ; Sohn, Kihyuk ; Tian, Yuandong. / Channel-Recurrent Autoencoding for Image Modeling.
Smith, M.J.A. ; Van Hoof, H. ; Pineau, J. / An Inference-Based Policy Gradient Method for Learning Options. In: Proceedings of Machine Learning Research. 2018 ; Vol. 80. pp. 4703-4712.
Snel, M.. / Generalization strategies in reinforcement learning. 2018. 113 p.
Tomczak, J.M. ; Welling, M. / VAE with a VampPrior. In: Proceedings of Machine Learning Research. 2018 ; Vol. 84. pp. 1214-1223.
van den Berg, R. ; Hasenclever, L. ; Tomczak, J.M. ; Welling, M. / Sylvester Normalizing Flows for Variational Inference. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Fourth Concerence (2018) : August 6-10, 2018, Monterey, California, USA. editor / A. Globerson ; R. Silva. Corvallis, Oregon : AUAI Press, 2018. pp. 393-402
van den Helder, J. ; van Dronkelaar, C. ; Tieland, M. ; Mehra, S. ; Dadema, T. ; Visser, B. ; Kröse, B.J.A. ; Engelbert, R.H.H. ; Weijs, P.J.M. / A digitally supported home-based exercise training program and dietary protein intervention for community dwelling older adults: protocol of the cluster randomised controlled VITAMIN trial. In: BMC geriatrics. 2018 ; Vol. 18.
Veeling, B.S. ; van den Berg, R. ; Welling, M. / Predictive Uncertainty through Quantization. 1. ed. Amsterdam : University of Amsterdam, 2018.
Wang, S. ; Timmer, J.A. ; Scheider, S. ; Sporrel, K. ; Akata, Z. ; Kröse, B. / A Data-driven Study on Preferred Situations for Running. UbiComp/ISWC '18 adjunct: proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2018 ACM International Symposium on Wearable Computers : October 8-12, 2018, Singapore, Singapore. New York, NY : The Association for Computing Machinery, 2018. pp. 283-286
Weiler, M. ; Geiger, M. ; Boomsma, Wouter ; Welling, M. ; Cohen, T.S. / 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data. Advances in Neural Information Processing Systems. Vol. 31 2018.
Weitkamp, Laurens ; van der Pol, E. ; Akata, Z. / Visual rationalizations in deep reinforcement learning for Atari games. 30th Benelux Conference on Artificial Intelligence: BNAIC 2018 Preproceedings : November 8-9, 2018, Jheronimus Academy of Data Science (JADS), 's-Hertogenbosch, The Netherlands. editor / M. Atzmueller ; W. Duivesteijn. 's-Hertogenbosch : Jheronimus Academy of Data Science, 2018. pp. 315-329 (BNAIC).
Worrall, D.E. / Witnessing atrocities : Quantifying villages destruction in Darfur with crowdsourcing and transfer learning.
Xian, Y. ; Lorenz, T. ; Schiele, B. ; Akata, Z. / Feature Generating Networks for Zero-Shot Learning. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition: proceedings : 18-22 June 2018, Salt Lake City, Utah. Los Alamitos, California : IEEE Computer Society, 2018. pp. 5542-5551
2017
Adel, T. ; Cohen, T. ; Caan, M. ; Welling, M. ; AGEhIV Study Group ; Alzheimer's Disease Neuroimaging Initiative. / 3D scattering transforms for disease classification in neuroimaging. In: NeuroImage: Clinical. 2017 ; Vol. 14. pp. 506-517.
Cao, Zhiguang ; Guo, Hongliang ; Zhang, Jie ; Oliehoek, Frans ; Fastenrath, Ulrich. / Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. 2017.
Cila, N. ; Smit, I. ; Giaccardi, E. ; Kröse, B. / Products as Agents: Metaphors for Designing the Products of the IoT Age. CHI'17: proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems : May 6-11, 2017, Denver, CO, USA. New York, NY : Association for Computing Machinery, 2017. pp. 448-459
Cohen, T.S. ; Geiger, M. ; Welling, M. / Convolutional Networks for Spherical Signals. NIPS Workshops. 2017.
Eck, A. ; de Groot, E.F.J. ; de Meij, T.G.J. ; Welling, M. ; Savelkoul, P.H.M. ; Budding, A.E. / Robust Microbiota-Based Diagnostics for Inflammatory Bowel Disease. In: Journal of Clinical Microbiology. 2017 ; Vol. 55, No. 6. pp. 1720-1732.
Eck, A. ; Zintgraf, L.M. ; de Groot, E.F.J. ; de Meij, T.G.J. ; Cohen, T.S. ; Savelkoul, P.H.M. ; Welling, M. ; Budding, A.E. / Interpretation of microbiota-based diagnostics by explaining individual classifier decisions. In: BMC Bioinformatics. 2017 ; Vol. 18.
Forré, P. ; Mooij, J.M. / Markov Properties for Graphical Models with Cycles and Latent Variables. Amsterdam : Informatics Institute, University of Amsterdam, 2017.
Groen, F.C.A. ; Pavlin, G. ; Winterboer, A. ; Evers, V. / A hybrid approach to decision making and information fusion: Combining humans and artificial agents. In: Robotics and Autonomous Systems. 2017 ; Vol. 90. pp. 71-85.
Grünwald, P. ; van Ommen, T. / Inconsistency of Bayesian Inference for Misspecified Linear Models, and a Proposal for Repairing It. In: Bayesian Analysis. 2017 ; Vol. 12, No. 4. pp. 1069-1103.
Hasenclever, Leonard ; Tomczak, J.M. ; van den Berg, R. ; Welling, M. / Variational Inference with Orthogonal Normalizing Flows. Variational Inference with Orthogonal Normalizing Flows. NIPS Foundation, 2017.
Hendricks, Lisa Anne ; Hu, Ronghang ; Darrell, Trevor ; Akata, Z. / Grounding Visual Explanations (Extended Abstract). Poster session presented at Neural Information Processing Systems (NIPS), California, United States.
Hertzberger, B. ; Kanade, T. ; Groen, F. / History of the IAS-Society and the IAS-conferences. In: Robotics and Autonomous Systems. 2017 ; Vol. 90. pp. 136-139.
Horn, C. ; Metzler, P. ; Ullrich, K. ; Koschorreck, M. ; Boehrer, B. / Methane storage and ebullition in monimolimnetic waters of polluted mine pit lake Vollert-Sued, Germany. In: Science of the Total Environment. 2017 ; Vol. 584–585. pp. 1-10.
Hu, N. ; Englebienne, G. ; Lou, Z. ; Kröse, B. / Learning to Recognize Human Activities Using Soft Labels. In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 2017 ; Vol. 39, No. 10. pp. 1973-1984.
Hussein, N. ; Gavves, E. ; Smeulders, A.W.M. / Unified Embedding and Metric Learning for Zero-Exemplar Event Detection. 30th IEEE Conference on Computer Vision and Pattern Recognition: CVPR 2017 : 21-26 July 2016, Honolulu, Hawaii : proceedings. Piscataway, NJ : IEEE, 2017. pp. 2087-2096
Ilse, M. ; Tomczak, J.M. ; Welling, M. / Deep Learning with Permutation-invariant Operator for Multi-instance Histopathology Classification. Workshop on "Medical Imaging meets NIPS" at 31st Conference on Neural Information Processing Systems (NIPS 2017): Long Beach, CA, USA. 2017.
Karessli, N. ; Akata, Z. ; Schiele, B. ; Bulling, A. / Gaze Embeddings for Zero-Shot Image Classification. 30th IEEE Conference on Computer Vision and Pattern Recognition: CVPR 2017 : 21-26 July 2016, Honolulu, Hawaii : proceedings. Piscataway, NJ : IEEE, 2017. pp. 6412-6421
Kim, Jinkyu ; Rohrbach, Anna ; Darrell, Trevor ; Canny, John ; Akata, Z. / Show, Attend, Control, and Justify: Interpretable Learning for Self-Driving Cars. Poster session presented at Neural Information Processing Systems (NIPS), California, United States.
Kingma, D. ; Salimans, T. ; Josefowicz, R. ; Chen, X. ; Sutskever, I. ; Welling, M. / Improving Variational Autoencoders with Inverse Autoregressive Flow. 30th Annual Conference on Neural Information Processing Systems 2016: Barcelona, Spain, 5-10 December 2016. editor / D.D. Lee ; U. von Luxburg ; R. Garnett ; M. Sugiyama ; I. Guyon. Vol. 7 Red Hook, NY : Curran Associates, 2017. pp. 4743-4751 (Advances in Neural Information Processing Systems).
Kipf, T.N. ; Welling, M. / Semi-Supervised Classification with Graph Convolutional Networks. Paper presented at 5th International Conference on Learning Representations, Toulon, France.
Louizos, C. ; Welling, M. / Multiplicative Normalizing Flows for Variational Bayesian Neural Networks. International Conference on Machine Learning (ICML) 2017. Sydney, Australia : International Conference on Machine Learning (ICML), 2017.
Magliacane, S. ; Claassen, T. ; Mooij, J. / Ancestral Causal Inference. 30th Annual Conference on Neural Information Processing Systems 2016: Barcelona, Spain, 5-10 December 2016. editor / D.D. Lee ; U. von Luxburg ; R. Garnett ; M. Sugiyama ; I. Guyon. Vol. 7 Red Hook, NY : Curran Associates, 2017. pp. 4473-4481 (Advances in Neural Information Processing Systems).
Nait Aicha, A. ; Englebienne, G. ; Kröse, B. / Unsupervised visit detection in smart homes. In: Pervasive and Mobile Computing. 2017 ; Vol. 34. pp. 157-167.
Oh, S.J. ; Benenson, R. ; Khoreva, A. ; Akata, Z. ; Fritz, M. ; Schiele, B. / Exploiting saliency for object segmentation from image level labels. 30th IEEE Conference on Computer Vision and Pattern Recognition: CVPR 2017 : 21-26 July 2016, Honolulu, Hawaii : proceedings. Piscataway, NJ : IEEE, 2017. pp. 5038-5047
Park, M.J. ; Foulds, Jimmy ; Chaudhuri, Kamalika R. ; Welling, M. / Practical Privacy for Expectation Maximization. Proceedings of the Conference on Artificial Intelligence and Statistics 2017. 2017.
Park, Dong Huk ; Hendricks, Lisa Anne ; Akata, Z. ; Rohrbach, Anna ; Schiele, Bernt ; Darrell, Trevor ; Rohrbach, Marcus. / Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract). Poster session presented at Neural Information Processing Systems (NIPS), California, United States.
Pol, M.C. ; ter Riet, G. ; van Hartingsveldt, M. ; Kröse, B. ; de Rooij, S.E. ; Buurman, B.M. / Effectiveness of sensor monitoring in an occupational therapy rehabilitation program for older individuals after hip fracture, the SO-HIP trial: study protocol of a three-arm stepped wedge cluster randomized trial. In: BMC Health Services Research. 2017 ; Vol. 17.
Robben, S. ; Englebienne, G. ; Kröse, B. / Delta Features From Ambient Sensor Data are Good Predictors of Change in Functional Health. In: IEEE Journal of Biomedical and Health Informatics. 2017 ; Vol. 21, No. 4. pp. 986-993.
Rubenstein, P.K. ; Weichwald, S. ; Bongers, S. ; Mooij, J.M. ; Janzing, D. ; Grosse-Wentrup, M. ; Schölkopf, B. / Causal Consistency of Structural Equation Models. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Third Conference (2017) : 11-15 August 2017, Sydney, Australia. editor / G. Elidan ; K. Kersting. Corvallis, OR : AUAI Press, 2017.
Sander, J. ; de Schipper, A. ; Brons, A. ; Mironcika, S. ; Toussaint, H. ; Schouten, B. ; Kröse, B. / Detecting delays in motor skill development of children through data analysis of a smart play device. Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare: PervasiveHealth 2017 : 23-26 May 2017, Barcelona, Spain. New York, NY : Association for Computing Machinery, 2017. pp. 88-91
Satsangi, Y. ; Whiteson, S. ; Oliehoek, F.A. ; Bouma, H. / Real-Time Resource Allocation for Tracking Systems. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Third Conference (2017) : 11-15 August 2017, Sydney, Australia. editor / G. Elidan ; K. Kersting. Corvallis, OR : AUAI Press, 2017.
Tomczak, J.M. ; Welling, M. / Improving Variational Auto-Encoders using convex combination linear Inverse Autoregressive Flow. Benelearn 2017. Benelearn, 2017.
Ullrich, K. ; Meeds, E.W.F. ; Welling, M. / Soft Weight-Sharing for Neural Network Compression. Paper presented at 5th International Conference on Learning Representations, Toulon, France.16 p.
van den Berg, R. ; Kipf, T.N. ; Welling, M. / Graph Convolutional Matrix Completion. Ithaca, NY : arXiv.org, 2017.
van der Wel, Eelco ; Ullrich, K. ; Welling, M. / Optical Music Recognition with Convolutional Sequence-to-Sequence Models. Paper presented at International Society for Music Information Retrieval Conference , Suzhou, China.
van Ommen, T. ; Mooij, J.M. / Algebraic Equivalence of Linear Structural Equation Models. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Third Conference (2017) : 11-15 August 2017, Sydney, Australia. editor / G. Elidan ; K. Kersting. Corvallis, OR : AUAI Press, 2017.
van Ommen, T. / Computing Minimax Decisions with Incomplete Observations. In: Proceedings of Machine Learning Research. 2017 ; Vol. 62. pp. 358-369.
Xian, Y. ; Schiele, B. ; Akata, Z. / Zero-Shot Learning - The Good, the Bad and the Ugly. 30th IEEE Conference on Computer Vision and Pattern Recognition: CVPR 2017 : 21-26 July 2016, Honolulu, Hawaii : proceedings. Vol. Piscataway, NJ IEEE, 2017. pp. 3077-3086
2016
Ahmed, N. ; Bello, P. ; Bringsjord, S. ; Clark, M. ; Hayes, B. ; Kolobov, A. ; Miller, C. ; Oliehoek, F. ; Stein, F. ; Spaan, M. / The 2015 AAAI Fall Symposium Series Reports. In: The AI Magazine. 2016 ; Vol. 37, No. 2. pp. 85-90.
Amato, C. ; Amir, O. ; Bryson, J. ; Grosz, B. ; Indurkhya, B. ; Kiciman, E. ; Kido, T. ; Lawless, W.F. ; Liu, M. ; McDorman, B. ; Mead, R. ; Oliehoek, F.A. ; Specian, A. ; Stojanov, G. ; Takadama, K. / Reports of the AAAI 2016 Spring Symposium Series. In: The AI Magazine. 2016 ; Vol. 37, No. 4. pp. 83-88.
Chen, Y. ; Bornn, L. ; de Freitas, N. ; Eskelin, M. ; Fang, J. ; Welling, M. / Herded Gibbs Sampling. In: Journal of Machine Learning Research. 2016 ; Vol. 17.
Chen, Yutian ; Welling, M. / Herding as a Learning System with Edge-of-Chaos Dynamics. Special Issue on "Perturbations, Optimization and Statistics". Neural Information Processing series, 2016.
Cila, N. ; Jansen, G. ; Groen, M. ; Meys, W. ; den Broeder, L. ; Kröse, B. / Look! A Healthy Neighborhood: Means to Motivate Participants in Using an App for Monitoring Community Health. CHI 2016 #chi4good: extended abstracts : the 34th Annual CHI Conference on Human Factors in Computing Systems : San Jose Convention Center, San Jose, CA, May 7-12. New York, NY : The Association for Computing Machinery, 2016. pp. 889-898
Cohen, T.S. ; Welling, M. / Group Equivariant Convolutional Networks. In: JMLR Workshop and Conference Proceedings. 2016 ; Vol. 48. pp. 2990-2999.
Dallinga, J. ; Janssen, M. ; van der Bie, J. ; Nibbeling, N. ; Krose, B. ; Goudsmit, J. ; Megens, C. ; Baart de la Faille – Deutekom, M. ; Vos, S. / De rol van innnovatieve technologie in het stimuleren van sport en bewegen in de steden Amsterdam en Eindhoven. In: Vrijetijdstudies. 2016 ; Vol. 34, No. 2. pp. 43-57.
Darriba Frederiks, A. ; Kröse, B. ; Huisman, G. / Internet of touch: analysis and synthesis of touch across wearable and mobile devices. UbiComp'16 Adjunct: proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing : September 12-16, 2016, Heidelberg, Germany. New York, NY : The Association for Computing Machinery, 2016. pp. 273-276
de Waard, M. ; Roijers, D.M. ; Bakkes, S.C.J. / Monte Carlo Tree Search with Options for General Video Game Playing. 2016 IEEE Conference on Computational Intelligence and Games (CIG 2016): Santorini, Greece, 20-23 September 2016. Piscataway, NJ : IEEE, 2016. pp. 47-54
El-Helw, I. ; Hofman, R. ; Li, W. ; Ahn, S. ; Welling, M. ; Bal, H. / Scalable Overlapping Community Detection. 2016 IEEE 30th International Parallel and Distributed Processing Symposium Workshops : IPDPSW 2016: proceedings : 23-27 May 2016, Chicago, Illinois . Los Alamitos, California : IEEE Computer Society, 2016. pp. 1463-1472
Foulds, J. ; Geumlek, J. ; Welling, M. ; Chaudhuri, K.R. / On the Theory and Practice of Privacy Preserving Data Analysis. Uncertainty in Artificial Intelligence: proceedings of the Thirty-Second Conference (2016) : June 25-29, 2016, Jersey City, New Jersey, USA. editor / A. Ihler ; D. Janzing. Corvallis, Oregon : AUAI Press, 2016. pp. 192-201
Hu, N.. / Human activity understanding for robot-assisted living. 2016. 117 p.
Hu, N. ; Bestick, A. ; Englebienne, G. ; Bajscy, R. ; Kröse, B. / Human intent forecasting using intrinsic kinematic constraints. IROS 2016: 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems : October 9-14, 2016, Daejeon Convention Center, Daejeon, Korea. Piscataway, NJ : IEEE, 2016. pp. 787-793
Irissappane, Athirai ; Oliehoek, Frans A. ; Zhang, Jie. / A Scalable Framework to Choose Sellers in E-Marketplaces Using POMDPs. Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. 2016. pp. 158-164
Kanters, Timon V. ; Oliehoek, Frans A. ; Kaisers, Michael ; Bosch, Stan R. van den ; Grispen, Joep ; Hermans, Jeroen. / Energy- and Cost-Efficient Pumping Station Control. Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. 2016. pp. 3842-3848
Kipf, T.N. ; Welling, M. / Variational Graph Auto-Encoders. Paper presented at Bayesian Deep Learning Workshop NIPS 2016, Barcelona, Spain.3 p.
Klima, Richard ; Tuyls, Karl ; Oliehoek, Frans A. / Markov Security Games: Learning in Spatial Security Problems. NIPS'16 Workshop on Learning, Inference and Control of Multi-Agent Systems. 2016.
Korattikara, A. ; Chen, Y. ; Welling, M. / Sequential Tests for Large Scale Learning. In: Neural Computation. 2016 ; Vol. 28, No. 1. pp. 45-70.
Li, G. ; Whiteson, S. ; Knox, W.B. ; Hung, H. / Using Informative Behavior to Increase Engagement While Learning from Human Reward. In: Autonomous Agents and Multi-Agent Systems. 2016 ; Vol. 30, No. 5. pp. 826-848.
Li, W. ; Ahn, S. ; Welling, M. / Scalable MCMC for Mixed Membership Stochastic Blockmodels. In: JMLR Workshop and Conference Proceedings. 2016 ; Vol. 51. pp. 723-731.
Li, Guangliang. / Socially intelligent autonomous agents that learn from human reward. 2016. 136 p.
Louizos, C. ; Swersky, K. ; Li, Y. ; Welling, M. ; Zemel, R. / The Variational Fair Autoencoder. ICLR 2016: International Conference on Learning Representations: May 2-4, 2016, San Juan, Puerto Rico. Accepted papers (Conference Track). Computational and Biological Learning Society, 2016.
Louizos, C. ; Welling, M. / Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors. In: JMLR Workshop and Conference Proceedings. 2016 ; Vol. 48. pp. 1708-1716.
Mehra, S. ; Dadema, T. ; Kröse, B.J.A. ; Visser, B. ; Engelbert, R.H.H. ; Van Den Helder, J. ; Weijs, P.J.M. / Attitudes of Older Adults in a Group-Based Exercise Program Toward a Blended Intervention : A Focus-Group Study. In: Frontiers in Psychology. 2016 ; Vol. 7.
Meinshausen, N. ; Hauser, A. ; Mooij, J.M. ; Peters, J. ; Versteeg, P. ; Bühlmann, P. / Methods for causal inference from gene perturbation experiments and validation. In: Proceedings of the National Academy of Sciences of the United States of America. 2016 ; Vol. 113, No. 27. pp. 7361-7368.
Mooij, J.M. ; Peters, J. ; Janzing, D. ; Zscheischler, J. ; Schölkopf, B. / Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks. In: Journal of Machine Learning Research. 2016 ; Vol. 17.
Nibbeling, Nicky ; Bie, Joey van der ; Kröse, Ben ; Baart De La Faille-Deutekom, Marije. / Motiveren tot bewegen met beweeg-apps als BAMBEA. 3 p.
O'Connor, P.E. / Sigma Delta Quantized Networks. 15 p.
Oliehoek, F.A. ; Amato, C. / A Concise Introduction to Decentralized POMDPs. Cham : Springer, 2016. 134 p. (SpringerBriefs in Intelligent Systems).
Oliehoek, F.A. (Author). / The MultiAgent decision process toolbox v0.4. [Software].
Park, M.J. ; Welling, M. / A note on Privacy Preserving Iteratively Reweighted Least Squares. ICML Workshop on Privacy & Machine Learning. 2016.
Park, M. ; Foulds, J. ; Chaudhuri, K. ; Welling, M. / Private Topic Modeling. Private Multi-Party Machine Learning: NIPS 2016 workshop : Barcelona, December 9 : PMPML'16. NIPS, 2016.
Pol, M. ; van Nes, F. ; van Hartingsveldt, M. ; Buurman, B. ; de Rooij, S. ; Kröse, B. / Older People’s Perspectives Regarding the Use of Sensor Monitoring in Their Home. In: The Gerontologist. 2016 ; Vol. 56, No. 3. pp. 485-493.
Robbel, Philipp ; Oliehoek, Frans A. ; Kochenderfer, Mykel J. / Exploiting Anonymity in Approximate Linear Programming: Scaling to Large Multiagent MDPs. Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. 2016. pp. 2537-2543
Robben, S.M.B. ; Pol, M.C. ; Buurman, B.M. ; Kröse, B.J.A. / Expert knowledge for modeling functional health from sensor data. In: Methods of information in medicine. 2016 ; Vol. 55, No. 6. pp. 516-524.
Robben, S. ; Nait Aicha, A. ; Kröse, B. / Measuring Regularity in Daily Behavior for the Purpose of Detecting Alzheimer. Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare: PervasiveHealth 2016 : 16-19 May 2016, Cancun, Mexico. Brussels : ICST, the Institute for Computer Sciences, Social Informatics and Telecommunicatios Engineering, 2016. pp. 97-100
Roijers, D.M.. / Multi-objective decision-theoretic planning. 2016. 159 p.
Satsangi, Yash ; Whiteson, Shimon ; Oliehoek, Frans A. / PAC Greedy Maximization with Efficient Bounds on Information Gain for Sensor Selection. ijcai16. 2016. pp. 3220-3227
Satsangi, Y. ; Whiteson, S. ; Oliehoek, F.A. / Probably Approximately Correct Greedy Maximization. AAMAS'16: proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems : May, 9-13, 2016, Singapore, Singapore. editor / J. Thangarajah ; K. Tuyls ; C. Jonker ; S. Marsella. Vol. 2 Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2016. pp. 1387-1388
Scharpff, J. ; Roijers, D.M. ; Oliehoek, F.A. ; Spaan, M.T.J. ; de Weerdt, M. / Solving Transition-Independent Multi-agent MDPs with Sparse Interactions. Proceedings of the 30th AAAI Conference on Artificial Intelligence. AAAI Press, 2016. pp. 3174-3180
Scharpff, J. ; Roijers, D.M. ; Oliehoek, F.A. ; Spaan, M.T.J. ; de Weerdt, M. / Conditional Return Policy Search for TI-MMDPs with Sparse Interactions. BNAIC 2016 : Benelux Conference on Artificial Intelligence: proceedings of the Twenty-Eight Benelux Conference on Artificial Intelligence : Amsterdam, November 10-11, 2016. editor / T. Bosse ; B. Bredeweg. Amsterdam : Vrije Universiteit, Department of Computer Sciences, 2016. pp. 216-217 (BNAIC).
Tomczak, J.M. ; Welling, M. / Improving Variational Auto-Encoders using Householder Flow. Paper presented at Bayesian Deep Learning Workshop NIPS 2016, Barcelona, Spain.7 p.
van der Bie, J. ; Visser, B. ; Matsari, J. ; Singh, M. ; van Hasselt, T. ; Koopman, J. ; Kröse, B. / Guiding the visually impaired through the environment with beacons. UbiComp'16 Adjunct: proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing : September 12-16, 2016, Heidelberg, Germany. New York, NY : The Association for Computing Machinery, 2016. pp. 385-388
van der Pol, E. ; Oliehoek, Frans A. / Coordinated Deep Reinforcement Learners for Traffic Light Control. NIPS'16 Workshop on Learning, Inference and Control of Multi-Agent Systems. 2016.
van der Pol, E. ; Oliehoek, F.A. / Video Demo: Deep Reinforcement Learning for Coordination in Traffic Light Control. BNAIC 2016 : Benelux Conference on Artificial Intelligence: proceedings of the Twenty-Eight Benelux Conference on Artificial Intelligence : Amsterdam, November 10-11, 2016. editor / T. Bosse ; B. Bredeweg. Amsterdam : Vrije Universiteit, Department of Computer Sciences, 2016. pp. 239-240 (BNAIC).
van Ommen, T. ; Koolen, W.M. ; Feenstra, T.E. ; Grünwald, P.D. / Robust probability updating. In: International Journal of Approximate Reasoning. 2016 ; Vol. 74. pp. 30-57.
Welling, M. / Marrying Graphical Models with Deep Learning. In: ERCIM News. 2016 ; Vol. 107. pp. 20-21.
Wiggers, A.J. ; Oliehoek, F.A. ; Roijers, D.M. / Structure in the Value Function of Two-Player Zero-Sum Games of Incomplete Information. ECAI 2016 : 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands: including Prestigious applications of intelligent systems (PAIS 2016) : proceedings. editor / G.A. Kaminka ; M. Fox ; P. Bouquet ; E. Hüllermeyer ; V. Dignum ; F. Dignum ; F. van Harmelen. Amsterdam : IOS Press, 2016. pp. 1628-1629 (Frontiers in Artificial Intelligence and Applications).
Wiggers, A.J. ; Oliehoek, F.A. ; Roijers, D.M. / Structure in the Value Function of Two-Player Zero-Sum Games of Incomplete Information. Ithaca, NY : arXiv.org, 2016.
Zhou, Y. ; Hu, N. ; Spanos, C.J. / Veto-Consensus Multiple Kernel Learning. Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16): Hyatt Regency Phoenix, February 12, 2016-February 17, 2016. Palo Alto, California : Association for the Advancement of Artificial Intelligence, 2016. pp. 2407-2414
2015
Ahn, S. ; Korattikara, A. ; Liu, N. ; Rajan, S. ; Welling, M. / Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC. KDD'15: proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: August 10-13, 2015, Sydney, Australia. New York, NY : Association for Computing Machinery, 2015. pp. 9-18
Amato, C. ; Oliehoek, F.A. / Scalable Planning and Learning for Multiagent POMDPs. Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence and the Twenty-Seventh Innovative Applications of Artificial Intelligence Conference: 25-30 January 2015, Austin, Texas USA. Palo Alto, CA : AAAI Press, 2015. pp. 1995-2002
Chiang, M. ; Cinquin, A. ; Paz, A. ; Meeds, E. ; Price, C.A. ; Welling, M. ; Cinquin, O. / Control of Caenorhabditis elegans germ-line stem-cell cycling speed meets requirements of design to minimize mutation accumulation. In: BMC Biology. 2015 ; Vol. 13.
Claes, D. ; Robbel, P. ; Oliehoek, F.A. ; Tuyls, K. ; Hennes, D. ; van der Hoek, W. / Effective Approximations for Multi-Robot Coordination in Spatially Distributed Tasks. AAMAS '15: proceedings of the 2015 International Conference on Autonomous Agents & Multiagent Systems : May, 4-8, 2015, Istanbul, Turkey. Vol. 2 Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2015. pp. 881-890
Cohen, T.S. ; Welling, M. / Harmonic Exponential Families on Manifolds. In: JMLR Workshop and Conference Proceedings. 2015 ; Vol. 37. pp. 1757-1765.
Cohen, T.S. ; Welling, M. / Transformation Properties of Learned Visual Representations. ICLR 2015: accepted papers - Main Conference - Poster Presentations. Ithaca, NY : arXiv.org, 2015.
de Leeuw, C.A. ; Mooij, J.M. ; Heskes, T. ; Posthuma, D. / MAGMA: Generalized Gene-Set Analysis of GWAS Data. In: PLoS Computational Biology. 2015 ; Vol. 11, No. 4.
de Waard, M. ; Inja, M. ; Kooijman, C. ; Roijers, D.M. ; Whiteson, S. / Queued Pareto Local Search for Multi-objective Decision Making. Paper presented at 27th Benelux Conference on Artificial Intelligence , Hasselt, Belgium.2 p.
Flohr, F. ; Dumitru-Guzu, M. ; Kooij, J.F.P. ; Gavrila, D.M. / A probabilistic framework for joint pedestrian head and body orientation estimation. In: IEEE Transactions on Intelligent Transportation Systems. 2015 ; Vol. 16, No. 4. pp. 1872-1882.
Hu, N. ; Englebienne, G. ; Lou, Z. ; Kröse, B. / A Hierarchical Representation for Human Activity Recognition with Noisy Labels. IROS Hamburg 2015 conference digest: IEEE/RSJ International Conference on Intelligent Robots and Systems : September 28-October 02, 2015, Hamburg, Germany. editor / W. Burgard. Piscataway, NJ : IEEE, 2015. pp. 2517-2522
Hu, N. ; Englebienne, G. ; Lou, Z. ; Kröse, B. / Latent Hierarchical Model for Activity Recognition. In: IEEE Transactions on Robotics. 2015 ; Vol. 31, No. 6. pp. 1472-1482.
Irissappane, A.A. ; Zhang, J. ; Oliehoek, F.A. ; Dutta, P.S. / Secure Routing in Wireless Sensor Networks via POMDPs. Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence: Buenos Aires, Argentina, 25-31 July 2015. editor / Q. Yang ; M. Wooldridge. Palo Alto, CA : AAAI Press, 2015. pp. 2617-2623
Kanis, M. ; Robben, S. ; Kröse, B. / How are you doing? Enabling older adults to enrich sensor data with subjective input. Human Behavior Understanding: 6th International Workshop, HBU 2015 Osaka, Japan, September 8, 2015 : proceedings. editor / A.A. Salah ; B.J.A. Kröse ; D.J. Cook. Cham : Springer, 2015. pp. 39-51 (Lecture Notes in Computer Science).
Kingma, D.P. ; Ba, L.J. / Adam: A Method for Stochastic Optimization. ICLR 2015: accepted papers - Main Conference - Poster Presentations. Ithaca, NY : arXiv.org, 2015.
Kingma, D.P. ; Salimans, T. ; Welling, M. / Variational Dropout and the Local Reparameterization Trick. 29th Annual Conference on Neural Information Processing Systems 2015: Montreal, Canada, 7-12 December 2015. editor / C. Cortes ; N.D. Lawrence ; D.D. Lee ; M. Sugiyama ; R. Garnett. Vol. 3 Red Hook, NY : Curran Associates, 2015. pp. 2575-2583 (Advances in Neural Information Processing Systems).
Kingma, D.P. ; Rezende, D.J. ; Mohamed, S. ; Welling, M. / Semi-supervised Learning with Deep Generative Models. 28th Annual Conference on Neural Information Processing Systems 2014: December 8-13, 2014, Montreal, Canada. editor / Z. Ghahramani ; M. Welling ; C. Cortes ; N.D. Lawrence ; K.Q. Weinberger. Vol. 4 Red Hook, NY : Curran, 2015. pp. 3581-3589 (Advances in Neural Information Processing Systems).
Kooij, J.F.P.. / Generative models for pedestrian track analysis. 2015. 200 p.
Kooij, J.F.P. ; Englebienne, G. ; Gavrila, D.M. / Identifying Multiple Objects from their Appearance in Inaccurate Detections. In: Computer Vision and Image Understanding. 2015 ; Vol. 136. pp. 103-116.
Kooijman, C. ; de Waard, M. ; Inja, M. ; Roijers, D.M. ; Whiteson, S. / Pareto Local Policy Search for MOMDP Planning. ESANN 2015: Special Session on Emerging Techniques and Applications in Multi-Objective Reinforcement Learning at the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. 2015. pp. 53-58
Korattikara, A. ; Rathod, V. ; Murphy, K. ; Welling, M. / Bayesian Dark Knowledge. 29th Annual Conference on Neural Information Processing Systems 2015: Montreal, Canada, 7-12 December 2015. editor / C. Cortes ; N.D. Lawrence ; D.D. Lee ; M. Sugiyama ; R. Garnett. Vol. 4 Red Hook, NY : Curran Associates, 2015. pp. 3438-3446 (Advances in Neural Information Processing Systems).
Li, G. ; Hung, H. ; Whiteson, S. / A Large-Scale Study of Agents Learning from Human Reward. AAMAS '15: proceedings of the 2015 International Conference on Autonomous Agents & Multiagent Systems : May, 4-8, 2015, Istanbul, Turkey. Vol. 3 Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2015. pp. 1771-1772
Lou, Z. ; Gevers, T. ; Hu, N. ; Lucassen, M.P. / Color Constancy by Deep Learning. Proceedings of the British Machine Vision Conference 2015: BMVC 2015: 7-10 September, Swansea, UK. editor / X. Xie ; M.W. Jones ; G.K.L. Tam. BMVA Press, 2015. pp. 76.1-76.12
Lou, Z. ; Gevers, T. ; Hu, N. / Extracting 3D Layout From a Single Image Using Global Image Structures. In: IEEE Transactions on Image Processing. 2015 ; Vol. 24, No. 10. pp. 3098-3108.
Meeds, E. ; Leenders, R. ; Welling, M. / Hamiltonian ABC. Uncertainty in Artificial Intelligence: proceedings of the thirty-first conference (2015): July 12-16, Amsterdam, Netherlands. editor / M. Meila ; T. Heskes. Corvallis, OR : AUAI Press, 2015. pp. 582-591
Meeds, E. ; Chiang, M. ; Lee, M. ; Cinquin, O. ; Lowengrub, J. ; Welling, M. / POPE: Post Optimization Posterior Evaluation of Likelihood Free Models. In: BMC Bioinformatics. 2015 ; Vol. 16.
Meeds, E. ; Welling, M. / Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference. 29th Annual Conference on Neural Information Processing Systems 2015: Montreal, Canada, 7-12 December 2015. editor / C. Cortes ; N.D. Lawrence ; D.D. Lee ; M. Sugiyama ; R. Garnett. Vol. 3 Red Hook, NY : Curran Associates, 2015. pp. 2080-2088 (Advances in Neural Information Processing Systems).
Mooij, J.M. ; Cremers, J. / An Empirical Study of one of the Simplest Causal Prediction Algorithms. In: CEUR Workshop Proceedings. 2015 ; Vol. 1504. pp. 30-39.
Nait Aicha, A. ; Englebienne, G. ; Kröse, B. / Continuous Gait Velocity Analysis Using Ambient Sensors in a Smart Home. Ambient Intelligence: 12th European Conference, AmI 2015, Athens, Greece, November 11-13, 2015 : proceedings. editor / B. De Ruyter ; A. Kameas ; P. Chatzimisios ; I. Mavrommati. Cham : Springer, 2015. pp. 219-235 (Lecture Notes in Computer Science).
Oliehoek, F.A. ; Spaan, M.T.J. ; Witwicki, S.J. / Factored Upper Bounds for Multiagent Planning Problems under Uncertainty with Non-Factored Value Functions. Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence: Buenos Aires, Argentina, 25-31 July 2015. editor / Q. Yang ; M. Wooldridge. Palo Alto, CA : AAAI Press, 2015. pp. 1645-1651
Roijers, D.M. ; Whiteson, S. ; Oliehoek, F.A. / Point-Based Planning for Multi-Objective POMDPs. Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence: Buenos Aires, Argentina, 25-31 July 2015. editor / Q. Yang ; M. Wooldridge. Palo Alto, CA : AAAI Press, 2015. pp. 1666-1672
Roijers, D.M. ; Whiteson, S. ; Oliehoek, F.A. / Computing Convex Coverage Sets for Faster Multi-Objective Coordination. In: Journal of Artificial Intelligence Research. 2015 ; Vol. 52. pp. 399-443.
Roijers, D.M. / Efficient Methods for Multi-Objective Decision-Theoretic Planning. Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence: Buenos Aires, Argentina, 25-31 July 2015. editor / Q. Yang ; M. Wooldridge. Palo Alto, CA : AAAI Press, 2015. pp. 4389-4390
Roijers, D.M. ; Whiteson, S. ; Ihler, A. ; Oliehoek, F.A. / Variational Multi-Objective Coordination. Proceedings of the 2015 NIPS workshop: Learning, Inference and Control of Multi-Agent Systems. 2015.
Salah, A.A. ; Kröse, B.J.A. ; Cook, D.J. / Behavior Analysis for Elderly. Human Behavior Understanding: 6th International Workshop, HBU 2015 Osaka, Japan, September 8, 2015 : proceedings. editor / A.A. Salah ; B.J.A. Kröse ; D.J. Cook. Cham : Springer, 2015. pp. 1-10 (Lecture Notes in Computer Science).
Salah, A.A. ; Kröse, B.J.A. ; Cook, D.J. / Human Behavior Understanding : 6th International Workshop, HBU 2015 Osaka, Japan, September 8, 2015 : proceedings. Cham : Springer, 2015. 175 p. (Lecture Notes in Computer Science).
Salimans, T. ; Kingma, D.P. ; Welling, M. / Markov Chain Monte Carlo and Variational Inference: Bridging the Gap. In: JMLR Workshop and Conference Proceedings. 2015 ; Vol. 37. pp. 1218-1226.
Satsangi, Y. ; Whiteson, S. ; Oliehoek, F.A. / Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection. Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence and the Twenty-Seventh Innovative Applications of Artificial Intelligence Conference: 25-30 January 2015, Austin, Texas USA. Palo Alto, CA : AAAI Press, 2015. pp. 3356-3363
Satsangi, Y. ; Whiteson, S. ; Spaan, M.T.J. / An Analysis of Piecewise-Linear and Convex Value Functions for Active Perception POMDPs. Amsterdam : Intelligent Autonomous Systems, University of Amsterdam, 2015. 16 p. (IAS technical report; IAS-UVA-15-01).
Scharpff, J. ; Roijers, D.M. ; Oliehoek, F.A. ; Spaan, M.T.J. ; de Weerdt, M. / Solving Multi-agent MDPs Optimally with Conditional Return Graphs. AAMAS Workshop on Multiagent Sequential Decision Making Under Uncertainty, MSDM 2015: May 5, 2015 in Istanbul, Turkey: accepted papers. MASplan.org, 2015.
Shiarlis, K. ; Messias, J. ; van Someren, M. ; Whiteson, S. ; Kim, J. ; Vroon, J. ; Englebienne, G. ; Truong, K. ; Evers, V. ; Pérez-Higueras, N. ; Pérez-Hurtado, I. ; Ramon-Vigo, R. ; Caballero, F. ; Merino, L. ; Shen, J. ; Petridis, S. ; Pantic, M. ; Hedman, L. ; Scherlund, M. ; Koster, R. ; Michel, H. / TERESA: A Socially Intelligent Semi-autonomous Telepresence System. Paper presented at Workshop on Machine Learning for Social Robotics at ICRA-15, .6 p.
Traichioiu, M. ; Bakkes, S. ; Roijers, D. / Grammar-based Procedural Content Generation from Designer-provided Difficulty Curves. Proceedings of the 10th International Conference on the Foundations of Digital Games: FDG 2015 : June 22-25, 2015, Pacific Grove, CA, USA. Society for the Advancement of the Science of Digital Games, 2015.
van der Bie, J. ; Kröse, B. / Happy Running? Using an Accelerometer to Predict the Affective State of a Runner. Ambient Intelligence: 12th European Conference, AmI 2015, Athens, Greece, November 11-13, 2015 : proceedings. editor / B. De Ruyter ; A. Kameas ; P. Chatzimisios ; I. Mavrommati. Cham : Springer, 2015. pp. 357-360 (Lecture Notes in Computer Science).
van Oosterhout, T. ; Englebienne, G. ; Kröse, B. / RARE: people detection in crowded passages by range image reconstruction. In: Machine Vision and Applications. 2015 ; Vol. 26, No. 5. pp. 561-573.
Welling, M. / Deep Learning maakt ons bestaan smarter en kwetsbaarder. In: Het Financieele Dagblad. 2015.
Wiggers, A.J. ; Oliehoek, F.A. ; Roijers, D.M. / Structure in the value function of zero-sum games of incomplete information. AAMAS Workshop on Multiagent Sequential Decision Making Under Uncertainty, MSDM 2015: May 5, 2015 in Istanbul, Turkey: accepted papers. MASplan.org, 2015.
Zintgraf, L.M. ; Kanters, T.V. ; Roijers, D.M. ; Oliehoek, F.A. ; Beau, P. / Quality Assessment of MORL Algorithms: A Utility-Based Approach. Benelearn 2015: Proceedings of the Twenty-Fourth Belgian-Dutch Conference on Machine Learning. Benelearn, 2015.
2014
Ahn, S. ; Shahbaba, B. ; Welling, M. / Distributed Stochastic Gradient MCMC. In: JMLR Workshop and Conference Proceedings. 2014 ; Vol. 32. pp. 1044-1052.
Bakkes, S. ; Whiteson, S. ; Li, G. ; Vişniuc, G.V. ; Charitos, E. ; Heijne, N. ; Swellengrebel, A. / Challenge Balancing for Personalised Game Spaces. 2014 IEEE Games Media Entertainment (GEM): 22-24 Oct. 2014. [Piscataway, NJ] : IEEE, 2014. pp. 10
Bakkes, S. ; Whiteson, S. / Design Criteria for Challenge Balancing of Personalised Game Spaces. Proceedings of the 9th International Conference on the Foundations of Digital Games. editor / T. Barnes ; I. Bogost. Society for the Advancement of the Science of Digital Games, 2014.
Bakkes, S. ; Whiteson, S. / Towards Challenge Balancing for Personalised Game Spaces. Proceedings of Workshops Colocated with the 9th International Conference on the Foundations of Digital Games. Society for the Advancement of the Science of Digital Games, 2014.
Becht, I. ; Bakkes, S. / meIRL-BC: Predicting Player Positions in Video Games. Proceedings of the 9th International Conference on the Foundations of Digital Games. editor / T. Barnes ; I. Bogost. Society for the Advancement of the Science of Digital Games, 2014.
Behnke, S. ; Veloso, M. ; Visser, A. ; Xiong, R. / RoboCup 2013: Robot World Cup XVII. Berlin : Springer, 2014. 684 p. (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence).
Blom, P.M. ; Bakkes, S. ; Tan, C.T. ; Whiteson, S. ; Roijers, D. ; Valenti, R. ; Gevers, T. / Towards Personalised Gaming via Facial Expression Recognition. Proceedings of the Tenth Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE 2014). editor / I. Horswill ; A. Jhala. Palo Alto, California : AAAI Press, 2014. pp. 30-36
Blom, P.M. ; Bakkes, S. ; Roijers, D.M. / Using Facial Expressions for Personalised Gaming. BNAIC 2014 : Benelux Conference on Artificial Intelligence: proceedings of the Twenty-Sixth Benelux Conference on Artificial Intelligence : Nijmegen, November 6-7, 2014. editor / F. Grootjen ; M. Otworowska ; J. Kwisthout. Nijmegen : Radboud University, 2014. pp. 183-184 (BNAIC).
Burges, C.J.C. ; Bottou, L. ; Welling, M. ; Ghahramani, Z. ; Weinberger, K.Q. / 27th Annual Conference on Neural Information Processing Systems 2013: December 5-10, Lake Tahoe, Nevada, USA. Red Hook, NY : Curran, 2014. 3261 p. (Advances in Neural Information Processing Systems).
Chen, Y. ; Gelfand, A.E. ; Welling, M. / Herding for Structured Prediction. Advanced structured prediction. editor / S. Nowozin ; P.V. Gehler ; J. Jancsary ; C.H. Lampert. Cambridge, MA : The MIT press, 2014. pp. 187-212 (Neural information processing series).
Claassen, T. ; Mooij, J.M. ; Heskes, T. / Supplement - Learning Sparse Causal Models is not NP-hard. Ithaca, NY : arXiv.org, 2014. 11 p.
Cohen, T. ; Welling, M. / Learning the Irreducible Representations of Commutative Lie Groups. In: JMLR Workshop and Conference Proceedings. 2014 ; Vol. 32. pp. 1755-1763.
Cornia, N. ; Mooij, J.M. / Type-II Errors of Independence Tests Can Lead to Arbitrarily Large Errors in Estimated Causal Effects: An Illustrative Example. In: CEUR Workshop Proceedings. 2014 ; Vol. 1274. pp. 35-42.
Dimitrakakis, C. ; Li, G. ; Tziortziotis, N. / The Reinforcement Learning Competition 2014. In: The AI Magazine. 2014 ; Vol. 35, No. 3. pp. 61-65.
Dorst, L. / Geometric algebra. Computer vision: a reference guide. editor / K. Ikeuchi. New York : Springer, 2014. pp. 329-333
DuBois, C. ; Korattikara, A. ; Welling, M. ; Smyth, P. / Approximate Slice Sampling for Bayesian Posterior Inference. In: JMLR Workshop and Conference Proceedings. 2014 ; Vol. 33. pp. 185-193.
Efremova, J. ; Ranjbar-Sahraei, B. ; Oliehoek, F.A. ; Calders, T. ; Tuyls, K. / A Baseline Method for Genealogical Entity Resolution. Proceedings Workshop Population Reconstruction: 19-21 February 2014, Amsterdam. Amsterdam : Internationaal Instituut voor Sociale Geschiedenis, 2014.
Evers, V. ; Menezes, N. ; Merino, L. ; Gavrila, D. ; Nabais, F. ; Pantic, M. ; Alvito, P. ; Karreman, D. / The Development and Real-World Deployment of FROG, the Fun Robotic Outdoor Guide. HRI'14: proceedings of the 2014 ACM/IEEE International Conference on Human-Robot Interaction. New York : ACM Press, 2014. pp. 100
Fang, M. ; Groen, F.C.A. ; Li, H. ; Zhang, J. / Collaborative multi-agent reinforcement learning based on a novel coordination tree frame with dynamic partition. In: Engineering Applications of Artificial Intelligence. 2014 ; Vol. 27. pp. 191-198.
Flohr, F. ; Dumitru-Guzu, M. ; Kooij, J.F.P. ; Gavrila, D.M. / Joint probabilistic head and body orientation estimation. 2014 IEEE Intelligent Vehicles Symposium (IV): June 8-11, 2014, Dearborn, Michigan, USA. Piscataway, NJ : IEEE, 2014. pp. 617-622
Hofmann, K. ; Whiteson, S. ; Schuth, A. ; de Rijke, M. / Learning to Rank for Information Retrieval from User Interactions. In: ACM SIGWEB Newsletter. 2014 ; Vol. 2014, No. Spring.
Hogenboom, A. ; Smit, I. ; Kröse, B. / Demonstration: A digital coach for self-tracking athletes. Haptics: Neuroscience, Devices, Modeling, and Applications: 9th International Conference, EuroHaptics 2014, Versailles, France, June 24-26, 2014: proceedings. editor / M. Auvray ; C. Duriez. Vol. II Heidelberg : Springer, 2014. pp. 430-431 (Lecture Notes in Computer Science).
Hu, N. ; Bormann, R. ; Zwölfer, T. ; Kröse, B. / Multi-user identification and efficient user approaching by fusing robot and ambient sensors. 2014 IEEE International Conference on Robotics and Automation (ICRA 2014): Hong Kong, China, 31 May - 7 June 2014. Proceedings. Piscataway, NJ : IEEE, 2014. pp. 5299-5306
Hu, N. ; Englebienne, G. ; Lou, Z. ; Kröse, B. / Learning latent structure for activity recognition. 2014 IEEE International Conference on Robotics and Automation (ICRA 2014): Hong Kong, China, 31 May - 7 June 2014. Proceedings. Piscataway, NJ : IEEE, 2014. pp. 1048-1053
Hu, N. ; Englebienne, G. ; Kröse, B. / A two-layered approach to recognize high-level human activities. 2014 IEEE RO-MAN: the 23rd IEEE International Symposium on Robot and Human Interactive Communication : August 25-29, 2014 Edinburgh, Scotland, UK. Piscataway, NJ : IEEE, 2014. pp. 243-248
Hu, N. ; Lou, Z. ; Englebienne, G. ; Kröse, B. / Learning to Recognize Human Activities from Soft Labeled Data. Robotics: Science and Systems X: July 12-July 16, 2014, University of California, Berkeley, USA. editor / D. Fox ; L.E. Kavraki ; H. Kurniawati. Robotics, 2014.
Inja, M. ; Kooijman, C. ; de Waard, M. ; Roijers, D.M. ; Whiteson, S. / Queued Pareto Local Search for Multi-Objective Optimization. Parallel Problem Solving from Nature – PPSN XIII: 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014: proceedings. editor / T. Bartz-Beielstein ; J. Branke ; B. Filipič ; J. Smith. Cham : Springer, 2014. pp. 589-599 (Lecture Notes in Computer Science).
Irissappane, A.A. ; Oliehoek, F.A. ; Zhang, J. / A POMDP Based Approach to Optimally Select Sellers in Electronic Marketplaces. AAMAS '14: proceedings of the 2014 International Conference on Autonomous Agents & Multiagent Systems: May 5-9, 2014, Paris, France. editor / A. Lomuscio ; P. Scerri ; A. Bazzan ; M. Huhns. Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2014. pp. 1329-1336
Javier Ordoñez, F. ; Englebienne, G. ; de Toledo, P. ; van Kasteren, T. ; Sanchez, A. ; Kröse, B. / In-Home Activity Recognition: Bayesian Inference for Hidden Markov Models. In: IEEE Pervasive Computing. 2014 ; Vol. 13, No. 3. pp. 67-75.
Keller, C.G. ; Gavrila, D.M. / Will the Pedestrian Cross? A Study on Pedestrian Path Prediction. In: IEEE Transactions on Intelligent Transportation Systems. 2014 ; Vol. 15, No. 2. pp. 494-506.
Kingma, D.P. ; Welling, M. / Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets. In: JMLR Workshop and Conference Proceedings. 2014 ; Vol. 32. pp. 1782-1790.
Kingma, D.P. ; Welling, M. / Auto-Encoding Variational Bayes. Conference proceedings: papers accepted to the International Conference on Learning Representations (ICLR) 2014. Ithaca, NY : arXiv.org, 2014.
Kooij, J.F.P. ; Schneider, N. ; Gavrila, D.M. / Analysis of Pedestrian Dynamics from a Vehicle Perspective. 2014 IEEE Intelligent Vehicles Symposium (IV): June 8-11, 2014, Dearborn, Michigan, USA. Piscataway, NJ : IEEE, 2014. pp. 1445-1450
Kooij, J.F.P. ; Schneider, N. ; Flohr, F. ; Gavrila, D.M. / Context-based Pedestrian Path Prediction. Computer Vision – ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014: proceedings. editor / D. Fleet ; T. Pajdla ; B. Schiele ; T. Tuytelaars. Vol. VI Cham : Springer, 2014. pp. 618-633 (Lecture Notes in Computer Science).
Kootbally, Z. ; Balakirsky, S. ; Visser, A. / Enabling codesharing in Rescue Simulation with USARSim/ROS. RoboCup 2013: Robot World Cup XVII. editor / S. Behnke ; M. Veloso ; A. Visser ; R. Xiong. Berlin : Springer, 2014. pp. 592-599 (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence).
Korattikara, A. ; Chen, Y. ; Welling, M. / Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget. In: JMLR Workshop and Conference Proceedings. 2014 ; Vol. 32. pp. 181-189.
Kröse, B.J.A. ; van Oosterhout, T. ; Englebienne, G. / Video Surveillance for Behaviour Monitoring in Home Health Care. Proceedings of Measuring Behavior 2014: Wageningen, The Netherlands, August 27‐29, 2014. editor / A.J. Spink ; L.W.S. Loijens ; M. Woloszynowska-Fraser ; L.P.J.J. Noldus. Wageningen : Measuring Behavior, 2014.
Kröse, B. / Analysis of Home Health Sensor Data. Handbook of Smart Homes, Health Care and Well-Being. editor / J. van Hoof ; G. Demiris ; E.J.M. Wouters. Cham : Springer, 2014.
Li, G. ; Hung, H. ; Whiteson, S. ; Knox, W.B. / Leveraging Social Networks to Motivate Humans to Train Agents. AAMAS '14: proceedings of the 2014 International Conference on Autonomous Agents & Multiagent Systems: May 5-9, 2014, Paris, France. editor / A. Lomuscio ; P. Scerri ; A. Bazzan ; M. Huhns. Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2014. pp. 1571-1572
Li, G. ; Hung, H. ; Whiteson, S. ; Knox, W.B. / Learning from Human Reward Benefits from Socio-competitive Feedback. IEEE ICDL-EPIROB 2014: the Fourth Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics: October 13-16, 2014, Palazzo Ducale, Genoa, Italy. Piscataway, N.J. : IEEE, 2014. pp. 93-100
Liem, M.C. ; Gavrila, D.M. / Joint Multi-person Detection and Tracking from Overlapping Cameras. In: Computer Vision and Image Understanding. 2014 ; Vol. 128. pp. 36-50.
Liem, M.C. ; Gavrila, D.M. / Coupled Person Orientation Estimation and Appearance Modeling using Spherical Harmonics. In: Image and Vision Computing. 2014 ; Vol. 32, No. 10. pp. 728-738.
Liem, M.C.. / Multi-person localization and orientation estimation in volumetric scene reconstructions. 2014. 122 p.
Meeds, E. ; Hendriks, R. ; al Faraby, S. ; Bruntink, M. ; Welling, M. / MLitB: Machine Learning in the Browser. 1. ed. Amsterdam : Informatics Institute, University of Amsterdam, 2014.
Meeds, E. ; Welling, M. / GPS-ABC: Gaussian Process Surrogate Approximate Bayesian Computation. Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence: Quebec City, Quebec, Canada: July 23-27, 2014: UAI2014. editor / N. Zhang ; J. Tian. Corvallis, Oregon : AUAI Press, 2014. pp. 593-602
Mooij, J.M. ; Janzing, D. ; Peters, J. ; Claassen, T. ; Hyttinen, A. / Proceedings of the UAI 2014 Workshop: Causal Inference: Learning and Prediction: Quebec City, Canada, July 27, 2014. Aachen : CEUR, 2014. 53 p. (CEUR Workshop Proceedings; 1274).
Nait Aicha, A. ; Englebienne, G. ; Kröse, B. / Modeling Visit Behaviour in Smart Homes using Unsupervised Learning. UbiComp'14 adjunct: proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: September 13-17, 2014, Seattle, WA, USA. New York, NY : Association for Computing Machinery, 2014. pp. 1193-1200
Oliehoek, F.A. ; Amato, C. / Dec-POMDPs as Non-Observable MDPs. Amsterdam : University of Amsterdam, 2014. 12 p. (IAS technical reports; IAS-UVA-14-01).
Oliehoek, F.A. ; Amato, C. / Best Response Bayesian Reinforcement Learning for Multiagent Systems with State Uncertainty. AAMAS Workshop on Multiagent Sequential Decision Making Under Uncertainty, MSDM 2014: May 5-6, 2014 in Paris, France: accepted papers. MASplan.org, 2014.
Peters, J. ; Mooij, J.M. ; Janzing, D. ; Schölkopf, B. / Causal Discovery with Continuous Additive Noise Models. In: Journal of Machine Learning Research. 2014 ; Vol. 15. pp. 2009-2053.
Rieping, K. ; Englebienne, G. ; Kröse, B. / Behavior Analysis of Elderly using Topic Models. In: Pervasive and Mobile Computing. 2014 ; Vol. 15. pp. 181-199.
Rietveld, A. ; Bakkes, S. ; Roijers, D. / Circuit-Adaptive Challenge Balancing in Racing Games. 2014 IEEE Games Media Entertainment (GEM): 22-24 Oct. 2014. [Piscataway, NJ] : IEEE, 2014. pp. 14
Robben, S. ; Pol, M. ; Kröse, B. / Longitudinal Ambient Sensor Monitoring for Functional Health Assessments: A Case Study. UbiComp'14 adjunct: proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: September 13-17, 2014, Seattle, WA, USA. New York, NY : Association for Computing Machinery, 2014. pp. 1209-1216
Roijers, D.M. / Convex Coverage Set Methods for Multi-Objective Collaborative Decision Making. AAMAS '14: proceedings of the 2014 International Conference on Autonomous Agents & Multiagent Systems: May 5-9, 2014, Paris, France. editor / A. Lomuscio ; P. Scerri ; A. Bazzan ; M. Huhns. Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2014. pp. 1727-1728
Roijers, D.M. ; Whiteson, S. ; Oliehoek, F.A. / Linear Support for Multi-Objective Coordination Graphs. AAMAS '14: proceedings of the 2014 International Conference on Autonomous Agents & Multiagent Systems: May 5-9, 2014, Paris, France. editor / A. Lomuscio ; P. Scerri ; A. Bazzan ; M. Huhns. Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2014. pp. 1297-1304
Roijers, D.M. ; Scharpff, J. ; Spaan, M.T.J. ; Oliehoek, F.A. ; de Weerdt, M. ; Whiteson, S. / Bounded Approximations for Linear Multi-Objective Planning under Uncertainty. ICAPS 2014: Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling. editor / S. Chien ; M. Do ; A. Fern ; W. Ruml. Palo Alto, California : AAAI Press, 2014. pp. 262-270
Roijers, D.M. ; Scharpff, J. ; Spaan, M.T.J. ; Oliehoek, F.A. ; De Weerdt, M.M. ; Whiteson, S. / Bounded Approximations for Linear Multi-Objective Planning under Uncertainty. In: BNAIC. 2014 ; Vol. 26. pp. 168-169.
Salimans, T. ; Kingma, D.P. ; Welling, M. / Markov Chain Monte Carlo and Variational Inference: Bridging the Gap. Accepted papers: Advances in Variational Inference: NIPS 2014 Workshop: 13 December 2014, Convention and Exhibition Center, Montreal, Canada. NIPS Foundation, 2014.
Satsangi, Y. ; Whiteson, S. ; Oliehoek, F.A. / Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection: Extended Version. Amsterdam : University of Amsterdam, 2014. 18 p. (IAS technical reports; IAS-UVA-14-02).
Schuth, A. ; Sietsma, F. ; Whiteson, S. ; Lefortier, D. ; de Rijke, M. / Multileaved Comparisons for Fast Online Evaluation. CIKM'14: proceedings of the 2014 ACM International Conference on Information and Knowledge Management: November 3-7, 2014, Shanghai, China. editor / J. Li ; X.S. Wang. New York : ACM, 2014. pp. 71-80
Schuth, A. ; Sietsma, F. ; Whiteson, S. ; de Rijke, M. / Optimizing Base Rankers Using Clicks: A Case Study using BM25. Advances in Information Retrieval: 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014: proceedings. editor / M. de Rijke ; T. Kenter ; A.P. de Vries ; C.X. Zhai ; F. de Jong ; K. Radinsky ; K. Hofmann. Cham : Springer, 2014. pp. 75-87 (Lecture Notes in Computer Science).
Snel, M. ; Whiteson, S. / Learning Potential Functions and their Representations for Multi-Task Reinforcement Learning. In: Autonomous Agents and Multi-Agent Systems. 2014 ; Vol. 28, No. 4. pp. 637-681.
Tan, C.T. ; Bakkes, S. ; Pisan, Y. / Inferring Player Experiences Using Facial Expressions Analysis. Fun and Games: Interactive Entertainment 2014: IE 2014: proceedings of the 10th Australian Conference on Interactive Entertainment: 2-3 December 2014: The University of Newcastle, Callaghan, Australia. editor / K. Blackmore ; K. Nesbitt ; S.P. Smith. New York : ACM, 2014. pp. 7
Tan, C.T. ; Bakkes, S. ; Pisan, Y. / Correlation between Facial Expressions and the Game Experience Questionnaire. Entertainment Computing - ICEC 2014: 13th International Conference, ICEC 2014, Sydney, Australia, October 1-3, 2014: proceedings. editor / Y. Pisan ; N.M. Sgouros ; T. Marsh. Heidelberg : Springer, 2014. pp. 229-231 (Lecture Notes in Computer Science).
van Seijen, H. ; Whiteson, S. ; Kester, L. / Efficient Abstraction Selection in Reinforcement Learning. In: Computational Intelligence. 2014 ; Vol. 30, No. 4. pp. 657-699.
Welling, M. / Van veel data, snelle computers en complexe modellen tot lerende machines. Amsterdam : Universiteit van Amsterdam, 2014. 30 p. (Oratiereeks).
Welling, M. / When saving all the data captured by the antennas is simply not an option. In: ASTRON Newsletter. 2014.
Welling, M. / Exploiting the Statistics of Learning and Inference. Paper presented at NIPS 2014 Workshop on "Probabilistic Models for Big Data", .
Zoghi, M. ; Whiteson, S. ; de Rijke, M. ; Munos, R. / Relative confidence sampling for efficient on-line ranker evaluation. WSDM '14: proceedings of the 7th ACM International Conference on Web Search and Data Mining: February 24-28, 2014, New York, New York, USA. New York : ACM, 2014. pp. 73-82
Zoghi, M. ; Whiteson, S. ; Munos, R. ; de Rijke, M. / Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem. In: JMLR Workshop and Conference Proceedings. 2014 ; Vol. 32. pp. 10-18.
2013
Ahn, S. ; Chen, Y. ; Welling, M. / Distributed and Adaptive Darting Monte Carlo through Regenerations. In: JMLR Workshop and Conference Proceedings. 2013 ; Vol. 31. pp. 108-116.
Akin, H.L. ; Ito, N. ; Jacoff, A. ; Kleiner, A. ; Pellenz, J. ; Visser, A. / RoboCup Rescue Robot and Simulation Leagues. In: The AI Magazine. 2013 ; Vol. 34, No. 1. pp. 78-86.
Amigoni, F. ; Visser, A. ; Tsushima, M. / RoboCup 2012 Rescue Simulation Winners. RoboCup 2012: Robot Soccer World Cup XVI. editor / X. Chen ; P. Stone ; L.E. Sucar ; T. van der Zant. Heidelberg : Springer, 2013. pp. 20-35 (Lecture Notes in Computer Science ). (Lecture Notes in Artificial Intelligence).
Amirabdollahian, F. ; op den Akker, R. ; Bedaf, S. ; Bormann, R. ; Draper, H. ; Evers, V. ; Gallego Pérez, J. ; Gelderblom, G.J. ; Gutierrez Ruiz, C. ; Hewson, D. ; Hu, N. ; Kröse, B. ; Lehmann, H. ; Marti, P. ; Michel, H. ; Prevot-Huille, H. ; Reiser, U. ; Saunders, J. ; Sorell, T. ; Stienstra, J. ; Syrdal, D. ; Walters, M. ; Dautenhahn, K. / Assistive technology design and development for acceptable robotics companions for ageing years. In: Paladyn: journal of behavioral robotics. 2013 ; Vol. 4, No. 2. pp. 94-112.
Amirabdollahian, F. ; op den Akker, R. ; Bedaf, S. ; Bormann, R. ; Draper, H. ; Evers, V. ; Gelderblom, G.J. ; Gutierrez Ruiz, C. ; Hewson, D. ; Hu, N. ; Iacono, I. ; Koay, K.L. ; Kröse, B. ; Marti, P. ; Michel, H. ; Prevot-Huille, H. ; Reiser, U. ; Saunders, J. ; Sorell, T. ; Dautenhahn, K. / Accompany: Acceptable robotiCs COMPanions for AgeiNG Years — Multidimensional aspects of human-system interactions. 2013 6th International Conference on Human System Interaction (HSI 2013): June 06-08, 2013: Gdańsk, Sopot, Poland. Proceedings. editor / W.A. Paja ; B.M. Wilamowski. Piscataway, NJ : IEEE, 2013. pp. 570-577
Bădică, C. ; Conrado, C. ; Mignet, F. ; de Oude, P. ; Pavlin, G. / Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems. In: Studies in Computational Intelligence. 2013 ; Vol. 446. pp. 115-127.
Bargiacchi, E. ; Verschoor, C.R. ; Li, G. ; Roijers, D.M. / Decentralized Solutions and Tactics for RTS. In: BNAIC. 2013 ; Vol. 25. pp. 372-373.
Bornn, L. ; Chen, Y. ; de Freitas, N. ; Eskelin, M. ; Fang, J. ; Welling, M. / Herded Gibbs Sampling. International Conference on Learning Representation 2013. Ithaca, NY : arXiv.org, 2013.
Bouwer, A. ; Visser, A. ; Nack, F. ; Terwijn, B. / Location Awareness, Orientation and Navigation: Lessons Learned from the SmartInside Project. Proceedings of the Third International Workshop on Location Awareness for Mixed and Dual Reality: LAMDa'13: in conjunction with the International Conference on Intelligent User Interfaces, IUI'13: March 19, 2013, Santa Monica, California, USA. editor / T. Schwartz ; G. Kahl ; S. Applin ; E. Dim. Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI), 2013. pp. 1-4
Boyles, L. ; Welling, M. / The time-marginalized coalescent prior for hierarchical clustering. 26th Annual Conference on Neural Information Processing Systems 2012: December 3-6, 2012, Lake Tahoe, Nevada, USA. editor / P. Bartlett ; F.C.N. Pereira ; C.J.C. Burges ; L. Bottou ; K.Q. Weinberger. Vol. 4 Red Hook, NY : Curran Associates, 2013. pp. 2969-2977 (Advances in Neural Information Processing Systems).
Chen, Y. ; Welling, M. / Evidence Estimation for Bayesian Partially Observed MRFs. In: JMLR Workshop and Conference Proceedings. 2013 ; Vol. 31. pp. 178-186.
Claassen, T. ; Mooij, J.M. ; Heskes, T. / Learning sparse causal models is not NP-hard. Uncertainty in artificial intelligence: proceedings of the twenty-ninth conference (2013): July 12-14, 2013, Bellevue, Washington, United States. editor / A. Nicholson ; P. Smyth. Corvallis, Oregon : AUAI Press, 2013. pp. 172-181
de Kok, P. ; Girardi, N. ; Gudi, A. ; Kooijman, C. ; Methenitis, G. ; Negrijn, S. ; Steenbergen, N. ; ten Velthuis, D. ; Verschoor, C. ; Wiggers, A. ; Visser, A. / Team description for Robocup 2013 in Eindhoven, The Netherlands: [Dutch Nao Team]. Amsterdam & Delft : Universiteit Amsterdam & TU Delft, 2013. 6 p.
de Vries, R.A.J. ; Lohse, M. ; Winterboer, A. ; Groen, F.C.A. ; Evers, V. / Combining social strategies and workload: a new design to reduce the negative effects of task interruptions. CHI2013 Changing perspectives: extended abstracts: the 31st Annual CHI Conference on Human Factors in Computing Systems: 27 April-2 May, 2013, Paris, France. editor / P. Baudisch ; M. Beaudouin-Lafon ; W.E. Mackay. New York, NY : Association for Computing Machinery, 2013. pp. 175-180
de Waard, M. ; Inja, M. ; Visser, A. / Analysis of flat terrain for the Atlas robot. Proceedings of the 2013 3rd Joint Conference of AI & Robotics and 5th RoboCup Iran Open International Symposium: April 08, 2013, Qazvin, Iran. editor / M. Mousakhani ; M. Ataei ; M. Jamzad. Piscataway, NJ : IEEE, 2013.
Fang, M. ; Groen, F.C.A. / Collaborative multi-agent reinforcement learning based on experience propagation. In: Journal of Systems Engineering and Electronics. 2013 ; Vol. 24, No. 4. pp. 683-689.
Flohr, F. ; Gavrila, D.M. / PedCut: an iterative framework for pedestrian segmentation combining shape models and multiple data cues. Proceedings of the British Machine Vision Conference: BMVC 2013: Bristol, 9-13 Sept. editor / T. Burghardt ; D. Damen ; W. Mayol-Cuevas ; M. Mirmehdi. BMVA Press, 2013. pp. 66.1-66.11
Foulds, J. ; Boyles, L. ; DuBois, C. ; Smyth, P. ; Welling, M. / Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation. KDD '13: the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: August 11-14, 2013, Chicago, Illinois, USA. editor / I.S. Dhillon ; Y. Koren ; R. Ghani ; T.E. Senator ; P. Bradley ; R. Parekh ; J. He ; R.L. Grossman ; R. Uthurusamy. New York : ACM, 2013. pp. 446-454
Hofmann, K. ; Schuth, A. ; Whiteson, S. ; de Rijke, M. / Reusing Historical Interaction Data for Faster Online Learning to Rank for IR. WSDM 2013: proceedings of the 6th ACM International Conference on Web Search and Data Mining: February 4-8, 2013, Rome, Italy. New York : ACM, 2013. pp. 183-192
Hofmann, K. ; Whiteson, S. ; de Rijke, M. / Balancing Exploration and Exploitation in Listwise and Pairwise Online Learning to Rank for Information Retrieval. In: Information Retrieval. 2013 ; Vol. 16, No. 1. pp. 63-90.
Hofmann, K. ; Whiteson, S. ; de Rijke, M. / Fidelity, Soundness, and Efficiency of Interleaved Comparison Methods. In: ACM Transactions on Information Systems. 2013 ; Vol. 31, No. 4.
Hu, N. ; Englebienne, G. ; Kröse, B. / Posture Recognition with a Top-view Camera. 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems: IROS 2013: Tokyo, Japan, 3-7 November 2013. editor / S. Sugano ; M. Kaneko. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2013. pp. 2152-2157
Huisman, G. ; Darriba Frederiks, A. ; van Dijk, B. ; Kröse, B. ; Heylen, D. / Self Touch to Touch Others: Designing the Tactile Sleeve for Social Touch. TEI 13: Seventh International Conference on Tangible, Embedded and Embodied Interaction: February 10-13, 2013, Barcelona, Spain. Works in progress. Barcelona : Universitat Pompeu Fabra, 2013.
Huisman, G. ; Darriba Frederiks, A. ; van Dijk, B. ; Heylen, D. ; Kröse, B. / The TaSST: Tactile Sleeve for Social Touch. 2013 World Haptics Conference (WHC 2013): Daejeon, South Korea, 14-17 April 2013. Proceedings. Piscataway, NJ : IEEE, 2013. pp. 211-216
Hung, H. ; Englebienne, G. / Systematic evaluation of social behaviour modelling with a single accelerometer. UbiComp'13 adjunct: adjunct publication of the 2013 ACM Conference on Ubiquitous Computing: September 8-12, 2013, Zurich, Switzerland. New York, NY : ACM, 2013. pp. 127-130
Hung, H. ; Englebienne, G. ; Kools, J. / Classifying social actions with a single accelerometer. UbiComp'13: proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing: September 8-12, 2013, Zurich, Switzerland. New York, NY : ACM, 2013. pp. 207-210
John, V. ; Englebienne, G. ; Kröse, B. / Person re-identification using height-based gait in colour depth camera. 2013 IEEE International Conference on Image Processing: ICIP 2013: Proceedings: September 15-18, 2013, Melbourne, Victoria, Australia. Piscataway, NJ : IEEE, 2013. pp. 3345-3349
John, V. ; Englebienne, G. ; Krose, B. / Solving Person Re-identification in Non-overlapping Camera using Efficient Gibbs Sampling. Proceedings of the British Machine Vision Conference: BMVC 2013: Bristol, 9-13 Sept. editor / T. Burghardt ; D. Damen ; W. Mayol-Cuevas ; M. Mirmehdi. BMVA Press, 2013. pp. 55.1-55.11
Josemans, W. ; Englebienne, G. ; Kröse, B. / Fusion of Color and Depth Camera Data for Robust Fall Detection. VISAPP 2013: proceedings of the International Conference on Computer Vision Theory and Applications: Barcelona, Spain, 21-24 February, 2013. - Vol. 1. editor / S. Battiato ; J. Braz. SciTePress Science and Technology Publications, 2013. pp. 608-613
Kanis, M. ; Robben, S. ; Hagen, J. ; Bimmerman, A. ; Wagelaar, N. ; Kröse, B. / Sensor monitoring in the home: giving voice to elderly people. Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops: PervasiveHealth 2013 : Venice, Italy, May 5-8, 2013. Gent : Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering (ICST), 2013. pp. 97-100
Korattikara, A. ; Chen, Y. ; Welling, M. / Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget. 2013 JSM proceedings: papers presented at the Joint Statistical Meetings, Montréal, Québec, Canada, August 3-8, 2013, and other ASA-sponsored conferences [cd-rom]. Alexandria, Virginia : American Statistical Association, 2013. pp. 236-250
Li, G. ; Hung, H. ; Whiteson, S. ; Knox, W.B. / Using informative behavior to increase engagement in the TAMER framework. AAMAS'13: proceedings of the 2013 International Conference on Autonomous Agents & Multiagent Systems : May 6-10, 2013, St. Paul, MN, USA. Vol. 2 Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2013. pp. 909-916
Liem, M.C. ; Gavrila, D.M. / Person Appearance Modeling and Orientation Estimation using Spherical Harmonics. FG 2013: 10th IEEE International Conference on Automatic Face and Gesture Recognition: Shanghai, China, April 22-26, 2013. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2013.
Liem, M.C. ; Gavrila, D.M. / A comparative study on multi-person tracking using overlapping cameras. Computer Vision Systems: 9th International Conference, ICVS 2013, St. Petersburg, Russia, July 16-18, 2013: proceedings. editor / M. Chen ; B. Leibe ; B. Neumann. Heidelberg : Springer, 2013. pp. 203-212 (Lecture Notes in Computer Science).
Meeds, E. ; Welling, M. / Inference in Stochastic Biological Systems using Gaussian Process Surrogate ABC. Poster session presented at 2013 NIPS Workshop on Machine Learning in Computational Biology, Lake Tahoe, NV, .
Mensink, T. ; Verbeek, J. ; Perronnin, F. ; Csurka, G. / Distance-Based Image Classification: Generalizing to New Classes at Near Zero Cost. In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 2013 ; Vol. 35, No. 11. pp. 2624-2637.
Mensink, T. ; Verbeek, J. ; Perronnin, F. ; Csurka, G. / Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets. Advanced topics in computer vision. editor / G.M. Farinella ; S. Battiato ; R, Cipolla. London : Springer, 2013. pp. 243-276 (Advances in computer vision and pattern recognition).
Mignet, F. ; Pavlin, G. ; de Oude, P. ; da Costa, P.C.G. / Evaluating complex fusion systems based on causal probabilistic models. 2013 16th International Conference on Information Fusion (FUSION 2013). Proceedings. Piscataway, NJ : IEEE, 2013. pp. 1590-1599
Min, F. ; Groen, F.C.A. ; Hao, L. / Dynamic Partition of Collaborative Multiagent Based on Coordination Trees. In: Advances in intelligent systems and computing. 2013 ; Vol. 194. pp. 503-510.
Mooij, J.M. ; Janzing, D. ; Schölkopf, B. / From Ordinary Differential Equations to Structural Causal Models: the deterministic case. Uncertainty in artificial intelligence: proceedings of the twenty-ninth conference (2013): July 12-14, 2013, Bellevue, Washington, United States. editor / A. Nicholson ; P. Smyth. Corvallis, Oregon : AUAI Press, 2013. pp. 440-448
Mooij, J.M. ; Heskes, T. / Cyclic causal discovery from continuous equilibrium data. Uncertainty in artificial intelligence: proceedings of the twenty-ninth conference (2013): July 12-14, 2013, Bellevue, Washington, United States. editor / A. Nicholson ; P. Smyth. Corvallis, Oregon : AUAI Press, 2013. pp. 431-439
Nait Aicha, A. ; Englebienne, G. ; Kröse, B. / How lonely is your grandma? Detecting the visits to assisted living elderly from wireless sensor network data. UbiComp'13 adjunct: adjunct publication of the 2013 ACM Conference on Ubiquitous Computing: September 8-12, 2013, Zurich, Switzerland. New York, NY : ACM, 2013. pp. 1285-1294
Oliehoek, F.A. ; Whiteson, S. ; Spaan, M.T.J. / Approximate Solutions for Factored Dec-POMDPs with Many Agents. In: BNAIC. 2013 ; Vol. 25. pp. 340-341.
Oliehoek, F.A. ; Spaan, M.T.J. ; Amato, C. ; Whiteson, S. / Incremental Clustering and Expansion for Faster Optimal Planning in Decentralized POMDPs. In: Journal of Artificial Intelligence Research. 2013 ; Vol. 46. pp. 449-509.
Oliehoek, F.A. ; Whiteson, S. ; Spaan, M.T.J. / Approximate Solutions for Factored Dec-POMDPs with Many Agents. AAMAS'13: proceedings of the 2013 International Conference on Autonomous Agents & Multiagent Systems : May 6-10, 2013, St. Paul, MN, USA. Vol. 1 Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2013. pp. 563-570
Pol, M.C. ; Poerbodipoero, S. ; Robben, S. ; Daams, J. ; van Hartingsveldt, M. ; de Vos, R. ; de Rooij, S.E. ; Kröse, B. ; Buurman, B.M. / Sensor monitoring to measure and support daily functioning for independently living older people: A systematic review and road map for further development. In: Journal of the American Geriatrics Society. 2013 ; Vol. 61, No. 12. pp. 2219-2227.
Robben, S. ; Kröse, B. / Longitudinal Residential Ambient Monitoring: Correlating Sensor Data to Functional Health Status. Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops: PervasiveHealth 2013 : Venice, Italy, May 5-8, 2013. Gent : Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering (ICST), 2013. pp. 244-247
Roijers, D.M. ; Vamplew, P. ; Whiteson, S. ; Dazeley, R. / A Survey of Multi-Objective Sequential Decision-Making. In: Journal of Artificial Intelligence Research. 2013 ; Vol. 48. pp. 67-113.
Roijers, D.M. ; Whiteson, S. ; Oliehoek, F.A. / Multi-Objective Variable Elimination for Collaborative Graphical Games. AAMAS'13: proceedings of the 2013 International Conference on Autonomous Agents & Multiagent Systems : May 6-10, 2013, St. Paul, MN, USA. Vol. 2 Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2013. pp. 1209-1210
Roijers, D.M. ; Whiteson, S. ; Oliehoek, F.A. / Computing Convex Coverage Sets for Multi-Objective Coordination Graphs. Algorithmic Decision Theory: Third International Conference, ADT 2013, Bruxelles, Belgium, November 12-14, 2013 : proceedings. editor / P. Perny ; M. Pirlot ; A. Tsoukiàs. Heidelberg : Springer, 2013. pp. 309-323 (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence).
Sánchez, J. ; Perronnin, F. ; Mensink, T. ; Verbeek, J. / Image Classification with the Fisher Vector: Theory and Practice. In: International Journal of Computer Vision. 2013 ; Vol. 105, No. 3. pp. 222-245.
Schneider, N. ; Gavrila, D.M. / Pedestrian Path Prediction with Recursive Bayesian Filters: A Comparative Study. Pattern Recognition: 35th German Conference, GCPR 2013, Saarbrücken, Germany, September 3-6, 2013: proceedings. editor / J. Weickert ; M. Hein ; B. Schiele. Berlin : Springer, 2013. pp. 174-183 (Lecture Notes in Computer Science).
Schuth, A. ; Hofmann, K. ; Whiteson, S. ; de Rijke, M. / Lerot: An Online Learning to Rank Framework. LivingLab'13: Proceedings of the 2013 workshop on Living labs for information retrieval evaluation. New York : ACM, 2013. pp. 23-26
Smits, D. ; Visser, A. ; Groen, F. / Modeling pedestrians in an airport scenario with a time-augmented Petri net. In: Advances in intelligent systems and computing. 2013 ; Vol. 194. pp. 543-551.
van den Berg, T. ; Whiteson, S. / Critical Factors in the Performance of HyperNEAT. GECCO'13: proceedings of the 2013 Genetic and Evolutionary Computation Conference: July 6-10, 2013, Amsterdam, The Netherlands. editor / C. Blum. New York : ACM, 2013. pp. 759-766
van Emde Boas, P. ; Groen, F.C.A. ; Italiano, G.F. ; Nawrocki, J. ; Sack, H. / SOFSEM 2013: Theory and Practice of Computer Science. Heidelberg : Springer, 2013. 566 p. (Lecture Notes in Computer Science).
van Emde Boas, P. ; Groen, F.C.A. ; Italiano, G.F. ; Nawrocki, J. ; Sack, H. / SOFSEM 2013: Theory and Practice of Computer Science: 39th conference on current trends in theory and practice of computer science: Špindlerův Mlýn, Czech Republic, January 26-31, 2013: proceedings. - Volume II. Prague : Institute of Computer Science AS CR, 2013. 111 p.
van Gosliga, S.P. ; Groen, F. / Estimating the Impact of Variables in Bayesian Belief Networks. Tenth Tbilisi Symposium on Language, Logic and Computation: Gudauri, Georgia, 23-27 September 2013. Tbilisi : Centre for Language, Logic and Speech, and Razmadze Mathematical Institute, Tbilisi State University, 2013. pp. 87-90
van Noort, S. ; Visser, A. / Extending virtual robots towards RoboCup Soccer Simulation and @Home. RoboCup 2012: Robot Soccer World Cup XVI. editor / X. Chen ; P. Stone ; L.E. Sucar ; T. van der Zant. Heidelberg : Springer, 2013. pp. 332-343 (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence).
van Seijen, H. ; Whiteson, S. ; Kester, L. / Efficient Abstraction Selection in Reinforcement Learning. Proceedings, The Tenth Symposium on Abstraction, Reformulation, and Approximation (SARA 2013). editor / A.M. Frisch ; P. Gregory. Palo Alto, California : AAAI Press, 2013. pp. 123-127
Verschoor, C.R. ; Wiggers, A.J. ; Oosterhuis, H.R. ; Visser, A. / Maneki-Neko - Team Description for Iran Open UAV 2013 - Teheran, Iran. Amsterdam : Intelligent Autonomous Systems, University of Amsterdam, 2013. 10 p.
Verschoor, C.R. ; Visser, A. / Integrating disparity and edge detection algorithms to autonomously follow linear-shaped structures at low altitude. 2013 3rd Joint Conference of Al & Robotics and 5th RoboCup Iran Open International Symposium: April 08, 2013, Qazvin, Iran. Proceedings. Piscataway, NJ : IEEE, 2013.
Visser, A. / UvA@Work Customer Agriculture Order. Amsterdam : Intelligent Robotics Lab, University of Amsterdam, 2013. 6 p.
Visser, A. / The International Micro Air Vehicle flight competition as autonomy benchmark. ERF2013 Robot Competitions Workshop. Workshop Programme. editor / P. Lima ; A. Winfield. ERF2013 Robot Competitions Workshop, 2013.
Visser, A. ; de Hoog, J. ; Jiménez-González, A. ; Martínez-de Dios, J.R. / Discussion of Multi-Robot Exploration in Communication-Limited Environments. 2013 ICRA Workshop on Towards Fully Decentralized Multi-Robot Systems: Hardware, Software and Integration. editor / A. Franchi. Tübingen : Max Planck Institute for biological Cybernetics, 2013.
Welinder, P. ; Welling, M. ; Perona, P. / A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration. Proceedings: 2013 IEEE Conference on Computer Vision and Pattern Recognition: CVPR 2013 : 23-28 June 2013, Portland, Oregon, USA. Los Alamitos, CA : IEEE Computer Society Conference Publishing Services, 2013. pp. 3262-3269
2012
Ahn, S. ; Korattikara, A. ; Welling, M. / Bayesian posterior sampling via stochastic gradient Fisher scoring. Proceedings of Twenty-Ninth International Conference Machine Learning. - Vol. 2. editor / J. Langford ; J. Pineau. Madison, WI : International Machine Learning Society, 2012. pp. 1591-1598
Bădică, C. ; Ilie, S. ; Kamermans, M. ; Pavlin, G. ; Penders, A. ; Scafeş, M. / Multi-Agent Systems, Ontologies and Negotiation for Dynamic Service Composition in Multi-Organizational Environmental Management. Software agents, agent systems and their applications. editor / M. Essaaidi ; M. Ganzha ; M. Paprzycki. Amsterdam : IOS Press, 2012. pp. 286-306 (NATO science for peace and security series. D, Information and communication security).
Bakkes, S. ; Tan, C.T. ; Pisan, Y. / Personalised gaming. In: Journal: Creative Technologies. 2012 ; Vol. 3.
Chen, Y. ; Welling, M. / Bayesian structure learning for Markov Random Fields with a spike and slab prior. Uncertainty in Artificial Intelligence: proceedings of the Twenty-Eight conference (2012): August 15-17, 2012, Catalina Island, CA. editor / N. de Freitas ; K. Murphy. Corvallis, OR : AUAI Press, 2012. pp. 174-184
Cibura, C.. / Fitting model parameters in conformal geometric algebra to Euclidean observation data. 2012. 151 p.
Dang, T. ; Desens, J. ; Franke, U. ; Gavrila, D. ; Schäfers, L. ; Ziegler, W. / Steering and evasion assist. Handbook of intelligent vehicles. editor / A. Eskandarian. London : Springer, 2012. pp. 759-782
Dijkshoorn, N. ; Visser, A. / An elevation map from a micro aerial vehicle for Urban Search and Rescue: UvA Rescue, RoboCup Rescue Simulation League. Amsterdam : Universiteit van Amsterdam, 2012. 8 p.
Dorst, L. ; Doran, C. ; Lasenby, J. / Applications of Geometric Algebra in Computer Science and Engineering. - Softcover reprint. New York : Springer Science+Business Media, 2012. 478 p.
Dray, S.M. ; Light, A. ; Dearden, A.M. ; Evers, V. ; Densmore, M. ; Ramachandran, D. ; Kam, M. ; Marsden, G. ; Sambasivan, N. ; Smyth, T. ; van Greunen, D. ; Winters, N. / Human-computer interaction for development: changing human-computer interaction to change the world. The human-computer interaction handbook: fundamentals, evolving technologies, and emerging applications - 3rd ed.. editor / J.A. Jacko. Boca Raton, Fla : CRC Press, 2012. pp. 1375-1400 (Human factors and ergonomics).
Dubbelman, G. ; Dorst, L. ; Pijls, H. / Manifold statistics for essential matrices. Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012 : proceedings. editor / A. Fitzgibbon ; S. Lazebnik ; P. Perona ; Y. Sato ; C. Schmid. Vol. 2 Heidelberg : Springer, 2012. pp. 531-544 (Lecture Notes in Computer Science).
Englebienne, G. ; Hung, H. / Mining for motivation: using a single wearable accelerometer to detect people's interests. IMMPD '12: the proceedings of the 2012 ACM Workshop on Interactive Multimedia on Mobile and Portable Devices: November 2, 2012, Nara, Japan. New York, NY : Association for Computing Machinery, 2012. pp. 23-26
Esteban Lopez, I.. / Large scale semantic 3D modeling of the urban landscape. 2012.
Gelfand, A.E. ; Welling, M. / Generalized belief propagation on tree robust structured region graphs. Uncertainty in Artificial: proceedings of the Twenty-Eight conference (2012): August 15-17, 2012 Catalina Island, CA. editor / K. Murphy ; N. de Freitas. Corvallis, OR : AUAI Press, 2012. pp. 296-305
Hofmann, K. ; Whiteson, S. ; de Rijke, M. / Estimating interleaved comparison outcomes from historical click data. Proceedings of the 21st ACM international conference on information and knowledge management & co-located workshops: Oct. 29 - Nov. 2, 2012, Maui, HI, USA. New York : ACM, 2012. pp. 1779-1783
Hofmann, M. ; Gavrila, D.M. / Multi-view 3D human pose estimation in complex environment. In: International Journal of Computer Vision. 2012 ; Vol. 96, No. 01. pp. 103-124.
Hu, N. ; Englebienne, G. ; Kröse, B.J.A. / Bayesian fusion of ceiling mounted camera and laser range finder on a mobile robot for people detection and localization. Human Behavior Understanding: Third International Workshop, HBU 2012, Vilamoura, Portugal, October 7, 2012: proceedings. editor / A.A. Salah ; J. Ruiz-del-Solar ; Ç. Meriçli ; P.-Y. Oudeyer. Heidelberg : Springer, 2012. pp. 41-51 (Lecture Notes in Computer Science).
Hung, H. / Deception detection in multiparty contexts. In: IEEE Intelligent Systems. 2012 ; Vol. 27, No. 6. pp. 69-71.
John, V. ; Englebienne, G. ; Kröse, B.J.A. / Relative camera localisation in non-overlapping camera networks using multiple trajectories. Computer Vision – ECCV 2012 : Workshops and Demonstrations: Florence, Italy, October 7-13, 2012: proceedings. editor / A. Fusiello ; V. Murino ; R. Cucchiara. Vol. 3 Heidelberg : Springer, 2012. pp. 141-150 (Lecture Notes in Computer Science).
Kanis, M. ; Robben, S. ; Veenstra, M. ; Kröse, B. / Visualizing ambient user experiences: any how. DIS 2012: Newcastle, UK, June 11-15, 2012. Workshops. editor / P. Olivier ; P. Wright. Newcastle-Upon-Tyne, 2012.
Kanis, M. ; Robben, S. ; Kröse, B. / Miniature play: using an interactive dollhouse to demonstrate ambient interactions in the home. DIS 2012: Newcastle, UK, June 11-15, 2012. Demos. editor / P. Olivier ; P. Wright. Newcastle-Upon-Tyne, 2012. pp. 128
Kooij, J.F.P. ; Englebienne, G. ; Gavrila, D.M. / A non-parametric hierarchical model to discover behavior dynamics from tracks. Computer Vision – ECCV 2012: 12th European Conference on Computer Vision: Florence, Italy, October 7-13, 2012: proceedings. editor / A. Fitzgibbon ; S. Lazebnik ; P. Perona ; Y. Sato ; C. Schmid. Vol. 6 Heidelberg : Springer, 2012. pp. 270-283 (Lecture Notes in Computer Science).
Kröse, B.J.A. / Wonen in een robot. Amsterdam : [Vossiuspers UvA], 2012. 27 p. (Oratiereeks).
Kröse, B. ; Veenstra, M. ; Robben, S. ; Kanis, M. / Living labs as educational tool for ambient intelligence. Ambient Intelligence: Third International Joint Conference, AmI 2012, Pisa, Italy, November 13-15, 2012: proceedings. editor / F. Paternò ; B. de Ruyter ; P. Markopoulos ; C. Santoro ; E. van Loenen ; K. Luyten. Heidelberg : Springer, 2012. pp. 356-363 (Lecture Notes in Computer Science).
Nait Aicha, A. ; Englebienne, G. ; Kröse, B. / How busy is my supervisor? Detecting the visits in the office of my supervisor using a sensor network. PETRA 2012: the 5th International Conference on PErvasive Technologies Related to Assistive Environments : conference program : June 6-8, 2012, Heraklion, Crete, Greece. New York : Association for Computing Machinery, 2012.
Noulas, A. ; Englebienne, G. ; Kröse, B.J.A. / Multimodal Speaker Diarization. In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012 ; Vol. 34, No. 1. pp. 79-93.
Oliehoek, F.A. ; Whiteson, S. ; Spaan, M.T.J. / Exploiting structure in cooperative Bayesian games. Uncertainty in Artificial: proceedings of the Twenty-Eight conference (2012): August 15-17, 2012 Catalina Island, CA. editor / N. de Freitas ; K. Murphy. Corvallis, Oregon : AUAI Press, 2012. pp. 654-664
Rao, K. ; Whiteson, S. / V-MAX: tempered optimism for better PAC reinforcement learning. AAMAS 2012: Proceedings of the Eleventh International Joint Conference on Autonomous Agents and Multi-Agent Systems. AAMAS, 2012. pp. 375-382
Robben, S. ; Englebienne, G. ; Pol, M. ; Kröse, B. / How is grandma doing? Predicting functional health status from binary ambient sensor data. In: AAAI Fall Symposium Series Technical Reports. 2012 ; Vol. FS-12-01. pp. 26-31.
Robben, S. ; Bergman, K. ; Haitjema, S. ; de Lange, Y. ; Kröse, B. / Reducing dementia related wandering behaviour with an interactive wall. Ambient Intelligence: Third International Joint Conference, AmI 2012, Pisa, Italy, November 13-15, 2012: proceedings. editor / F. Paternò ; B. de Ruyter ; P. Markopoulos ; C. Santoro ; E. van Loenen ; K. Luyten. Heidelberg : Springer, 2012. pp. 296-303 (Lecture Notes in Computer Science).
Rozeboom, R. (Author) ; Visser, A. (Author). / Source code of the LCM USARSim Proxy. [Software].
Sardar, A. ; Joosse, M. ; Weiss, A. ; Evers, V. / Don’t stand so close to me: users’ attitudinal and behavioral responses to personal space invasion by a robot. HRI' 12 : proceedings of the Seventh Annual ACM/IEEE International Conference on Human-Robot Interaction: March 5-8, 2012, Boston Massachusetts, USA. New York : ACM, 2012. pp. 229-230
Snel, M. ; Whiteson, S. / Multi-task reinforcement learning: shaping and feature selection. Recent Advances in Reinforcement Learning: 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011 : revised selected papers. editor / S. Sanner ; M. Hutter. Heidelberg : Springer, 2012. pp. 237-248 (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence).
ten Velthuis, D. ; Verschoor, C. ; Wiggers, A. ; van der Molen, H. ; Blankenvoort, T. ; Cabot, M. ; Keune, A. ; Nugteren, S. ; van Egmond, H. ; Rozeboom, R. ; Becht, I. ; de Jonge, M. ; Pronk, T.E. ; Kooijman, C. ; Slaap, R. ; Visser, A. / Dutch Nao Team: team description for Robocup 2013, Eindhoven, The Netherlands. Amsterdam & Delft : Universiteit Amsterdam & TU Delft, 2012. 6 p.
ten Velthuis, D. ; Verschoor, C. ; Wiggers, A. ; Cabot, M. ; Keune, A. ; Nugteren, S. ; van Egmond, H. ; van Rossum, T. ; van der Molen, H. ; Rozeboom, R. ; Becht, I. ; de Jonge, M. ; Pronk, R. ; Kooijman, C. ; Slaap, R. ; Visser, A. / Dutch Nao Team: team description for Robocup 2012, Mexico City, Mexico. Amsterdam : Faculty of Science, Universiteit van Amsterdam, 2012. 5 p.
van Noort, S. ; Visser, A. / Validation of the dynamics of an humanoid robot in USARSim. In: NIST Special Publication. 2012 ; Vol. 1136. pp. 190-197.
van Oosterhout, T. ; Kröse, B. ; Englebienne, G. / People counting with stereo cameras : two template-based solutions. VISAPP 2012: proceedings of the International Conference on Computer Vision Theory and Applications: Rome, Italy, 24-26 February, 2012. - Vol. 2. editor / G. Csurka ; J. Braz. Setúbal : SciTePress Science and Technology Publications, 2012. pp. 404-408
Visser, A. / UvA Rescue Technical Report: a description of the methods and algorithms implemented in the UvA Rescue code release. Universiteit van Amsterdam, 2012. 20 p. (IAS technical reports; IAS-UVA-12-02).
Visser, A. (Author). / Source files of the UvA Rescue Team in preparation of the RoboCup 2012 competition. [Software].
Visser, A. ; Dijkshoorn, N. ; van Noort, S. ; Zwennes, O. ; de Waard, M. ; Katt, S. ; Rozeboom, R. / UvA Rescue team description paper: Virtual Robot competition, Rescue Simulation League, RoboCup 2012. Amsterdam : Universiteit van Amsterdam, 2012. 8 p.
Visser, A. / A survey of the architecture of the communication library LCM for the monitoring and control of autonomous mobile robots. Amsterdam : Universiteit van Amsterdam, 2012. 10 p. (IAS technical reports; IAS-UVA-12-01).
Whiteson, S. / Evolutionary computation for reinforcement learning. Reinforcement learning: state-of-the-art. editor / M. Wiering ; M. van Otterlo. Heidelberg : Springer, 2012. pp. 325-358 (Adaptation, learning, and optimization; 12).
Zwennes, O. ; Weiss, A. ; Visser, A. / Adapting the mapping diffculty for the automatic generation of rescue challenges. Proceedings of the RoboCup IranOpen 2012 Symposium (RIOS12). 2012. pp. 1-7
2011
Alizadeh, S. ; Bakkes, S.C.J. ; Kanis, M. ; Rijken, M. ; Kröse, B.J.A. / Telemonitoring for assisted living residences: the medical specialists' view. Proceedings of the Med-e-Tel 2011; The International eHealth, Telemedicine and Health ICT Forum for Educational, Networking and Business. editor / M. Jordanova ; F. Lievens. 2011. pp. 75-78
Asadi, S. ; Badica, C. ; Comes, T. ; Conrado, C. ; Evers, V. ; Groen, F. ; Illie, S. ; Jensen, J.S. ; Lilienthal, A. ; Milan, B. ; Neidhart, T. ; Nieuwenhuis, K. ; Pashami, S. ; Pavlin, G. ; Pehrsson, J. ; Pinchuk, R. ; Scafes, M. ; Schou-Jensen, L. ; Schultmann, F. ; Wijngaards, N. / ICT solutions supporting collaborative information acquisition, situation assessment and decision making in contemporary environmental management problems: the DIADEM approach. Innovations in sharing environmental observations and informations: proceedings of the 25th EnviroInfo International Conference, October 5-7, 2011, Ispra, Italy. - Pt. 2. editor / W. Pillmann ; S. Schade ; P. Smits. Aachen : Shaker Verlag, 2011. pp. 920-931
Bakkes, S. ; Morsch, R. ; Kröse, B. / Telemonitoring for independently living elderly: inventory of needs & requirements. 2011 5th International Conference on Pervasive Computing Technologies for Healthcare and Workshops: PervasiveHealth 2011 : 23-26 May 2011, Dublin, Ireland. Gent : ICST, 2011. pp. 152-159
Booij, O.. / View-based mapping for wheeled robots. 2011. 154 p.
de Oude, P. ; Groen, F.C.A. ; Pavlin, G. / Efficient design and inference in distributed Bayesian networks: an overview. Logic, Language, and Computation: 8th International Tbilisi Symposium on Logic, Language, and Computation, TbiLLC 2009, Bakuriani, Georgia, September 21-25 2009 : revised selected papers. editor / N. Bezhanishvili ; S. Löbner ; K. Schwabe ; L. Spada. Heidelberg : Springer, 2011. pp. 125-144 (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence). (FoLLI Publications on Logic, Language and Information).
Dijkshoorn, N. ; Flynn, H. ; Formsma, O. ; van Noort, S. ; van Weelden, C. ; Bastiaan, C. ; Out, N. ; Zwennes, O. ; Otárola, S.S. ; de Hoog, J. ; Cameron, S. ; Visser, A. / Amsterdam Oxford joint rescue forces - Team description paper - Virtual Robot competition - Rescue Simulation league - RoboCup 2011. Proceedings of the 15th RoboCup Symposium. Universiteit van Amsterdam, 2011. pp. 1-8
Dijkshoorn, N. ; Visser, A. / Integrating sensor and motion models to localize an autonomous AR.Drone. In: International Journal of Micro Air Vehicles. 2011 ; Vol. 3, No. 4. pp. 183-200.
Dorst, L. ; Lasenby, J. / Guide to geometric algebra in practice. London : Springer, 2011. 458 p.
Dorst, L. / Tutorial appendix: structure preserving representation of euclidean motions through conformal geometric algebra. Guide to Geometric Algebra in Practice. editor / L. Dorst ; J. Lasenby. Springer, 2011. pp. 435-452
Dorst, L. ; Valkenburg, R.J. / Square root and logarithm of rotors in 3D conformal geometric algebra using polar decomposition. Guide to Geometric Algebra in Practice. editor / L. Dorst ; J. Lasenby. Springer, 2011. pp. 25-46
Dubbelman, G.. / Intrinsic statistical techniques for robust pose estimation. 2011. 157 p.
Enzweiler, M. ; Gavrila, D.M. / A multi-level mixture-of-experts framework for pedestrian classification. In: IEEE Transactions on Image Processing. 2011 ; Vol. 20, No. 10. pp. 2967-2979.
Esteban, I. ; Dijk, J. ; Groen, F. / From Images to 3D Models Made Easy. MM '11: proceedings of the 2011 ACM Multimedia Conference & Co-Located Workshops: Nov. 28-Dec. 1, 2011, Scottsdale, AZ, USA. New York, NY : Association for Computing Machinery, 2011. pp. 695-698
Evers, V. ; de Vries, R. ; Alvito, P. / Designing interruptive behaviors of a public environmental monitoring robot. HRI 2011 : proceedings of the 6th ACM/IEEE International Conference on Human-Robot Interaction: March 6-9, 2011, Lausanne, Switzerland. New York, NY : ACM, 2011. pp. 131-132
Fontijne, D. ; Dorst, L. / Reconstructing rotations and rigid body motions from exact point correspondences through reflections. Guide to Geometric Algebra in Practice. editor / L. Dorst ; J. Lasenby. Springer, 2011. pp. 63-78
Formsma, O. ; Dijkshoorn, N. ; van Noort, S. ; Visser, A. / Realistic simulation of laser range finder behavior in a smoky environment. RoboCup 2010 : Robot Soccer World Cup XIV . editor / J. Ruiz-del-Solar ; E. Chown ; P.G. Plöger. Heidelberg : Springer, 2011. pp. 336-349 (Lecture notes in computer science). (Lecture notes in artificial intelligence).
Gacem, B. ; Vergouw, R. ; Verbiest, H. ; Cicek, E. ; van Oosterhout, T. ; Bakkes, S. ; Kröse, B. / Gesture recognition for an exergame prototype. Proceedings of the 23rd Benelux Conference on Artificial Intelligence: 3-4 November 2011, Ghent, Belgium. editor / P. De Causmaecker ; J. Maervoet ; T. Messelis ; K. Verbeeck ; T. Vermeulen. BNAIC, 2011. pp. 457-458 (BNAIC).
Gavrila, D. ; Kröse, B. / Intelligente oren en ogen: interview door Marc Hijink. In: NRC Handelsblad. 2011.
Hofmann, M. ; Gavrila, D.M. / 3D human shape model adaptation by automatic frame selection and batch-mode optimization. In: Computer Vision and Image Understanding. 2011 ; Vol. 115, No. 11. pp. 1559-1570.
Hofmann, K. ; Whiteson, S. ; de Rijke, M. / A Probabilistic Method for Inferring Preferences from Clicks. CIKM'11: proceedings of the 2011 ACM International Conference on Information and Knowledge Management : October 24-28, 2011, Glasgow, Scotland . New York, NY : Association for Computing Machinery, 2011. pp. 249-258
Hofmann, K. ; Whiteson, S. ; de Rijke, M. / Contextual Bandits for Information Retrieval. NIPS 2011: Proceedings of the Conference on Neural Information Processing Systems, Workshop on Bayesian Optimization, Experimental Design and Bandits: Theory and Applications. NIPS, 2011. pp. 1-5
Hofmann, K.M.. / Multi-view 3D human pose recovery in complex environment. 2011.
Hofmann, K. ; Whiteson, S. ; de Rijke, M. / Balancing exploration and exploitation in learning to rank online. Advances in Information Retrieval: 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011 : proceedings. editor / P. Clough ; C. Foley ; C. Gurrin ; G.J.F. Jones ; W. Kraaij ; H. Lee ; V. Murdoch. Heidelberg : Springer, 2011. pp. 251-263 (Lecture Notes in Computer Science).
Hung, H. ; Huang, Y. ; Friedland, G. ; Gatica-Perez, D. / Estimating dominance in multi-party meetings using speaker diarization. In: IEEE Transactions on Audio, Speech and Language Processing. 2011 ; Vol. 19, No. 4. pp. 847-860.
Hung, H. ; Odobez, J.-M. ; Gavrila, D. / Interactive human behavior analysis in open or public spaces. Ambient Intelligence: Second International Joint Conference, AmI 2011, Amsterdam, The Netherlands, November 16-18 2011 : proceedings. editor / D.V. Keyson ; M.L. Maher ; N. Streitz ; A. Cheok ; J.C. Augusto ; R. Wichert ; G. Englebienne ; H. Aghajan ; B.J.A. Kröse. Heidelberg : Springer, 2011. pp. 364-366 (Lecture notes in computer science).
Hung, H. ; Kröse, B. / Detecting F-formations as dominant sets. ICMI'11 : proceedings of the 2011 ACM International Conference on Multimodal Interaction: November 14-18, 2011, Alicante, Spain. New York : ACM, 2011. pp. 231-238
Joosse, M. ; Sardar, A. ; Evers, V. / BEHAVE: a set of measures to assess users’ attitudinal and non-verbal behavioral responses to a robot’s social behaviors. Social Robotics: Third International Conference on Social Robotics, ICSR 2011, Amsterdam, the Netherlands, November 24-25, 2011: proceedings. editor / B. Mutlu ; C. Bartneck ; J. Ham ; V. Evers ; T. Kanda. Heidelberg : Springer, 2011. pp. 84-94 (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence).
Kanis, M. ; Alizadeh, S. ; Groen, J. ; Khalili, M. ; Robben, S. ; Bakkes, S.C.J. ; Kröse, B.J.A. / Ambient monitoring from an elderly-centred design perspective: what, who and how. Ambient Intelligence: Second International Joint Conference, AmI 2011, Amsterdam, The Netherlands, November 16-18 2011 : proceedings. editor / D.V. Keyson ; M.L. Maher ; N. Streitz ; A. Cheok ; J.C. Augusto ; R. Wichert ; G. Englebienne ; H. Aghajan ; B.J.A. Kröse. Heidelberg : Springer, 2011. pp. 330-334 (Lecture notes in computer science).
Keller, C. ; Dang, T. ; Fritz, H. ; Joos, A. ; Rabe, C. ; Gavrila, D.M. / Active pedestrian safety by automatic braking and evasive steering. In: IEEE Transactions on Intelligent Transportation Systems. 2011 ; Vol. 12, No. 4. pp. 1292-1304.
Keller, C.G. ; Enzweiler, M. ; Rohrbach, M. ; Llorca, D.F. ; Schnörr, C. ; Gavrila, D.M. / The benefits of dense stereo for pedestrian detection. In: IEEE Transactions on Intelligent Transportation Systems. 2011 ; Vol. 12, No. 4. pp. 1096-1106.
Keller, C.G. ; Enzweiler, M. ; Gavrila, D.M. / A new benchmark for stereo-based pedestrian detection. Proceedings of the 4th IEEE Intelligent Vehicles Symposium. Baden-Baden, Germany : IEEE, 2011. pp. 691-696
Keller, C.G. ; Hermes, C. ; Gavrila, D.M. / Will the pedestrian cross? Probabilistic path prediction based on learned motion features. Pattern Recognition: 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31-September 2 2011: proceedings. editor / R. Mester ; M. Felsberg. Heidelberg : Springer, 2011. pp. 386-395 (Lecture Notes in Computer Science).
Keyson, D.V. ; Maher, M.L. ; Streitz, N. ; Cheok, A. ; Augusto, J.C. ; Wichert, R. ; Englebienne, G. ; Aghajan, H. ; Kröse, B.J.A. / Ambient intelligence: second international joint conference, AmI 2011, Amsterdam, The Netherlands, November 16-18 2011: proceedings. Heidelberg : Springer, 2011. 383 p. (Lecture Notes in Computer Science; 7040).
Kistemaker, S. ; Whiteson, S. / Critical factors in the performance of novelty search. GECCO 2011: Proceedings of the Genetic and Evolutionary Computation Conference. editor / N. Krasnogor. New York : ACM, 2011. pp. 965-972
Koppejan, R. ; Whiteson, S. / Neuroevolutionary reinforcement learning for generalized control of simulated helicopters. In: Evolutionary Intelligence. 2011 ; Vol. 4, No. 4. pp. 219-241.
Kröse, B. ; van Oosterhout, T. ; van Kasteren, T. / Activity monitoring systems in health care. Computer analysis of human behavior. editor / A.A. Salah ; T. Gevers. London : Springer, 2011. pp. 325-346
Liem, M. ; Gavrila, D.M. / Multi-person localization and track assignment in overlapping camera views. Pattern Recognition: 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31-September 2 2011: proceedings. editor / R. Mester ; M. Felsberg. Heidelberg : Springer, 2011. pp. 173-183 (Lecture Notes in Computer Science).
Nait Aicha, A. ; Kröse, B. / Toepassing van Ambient Intelligent Systems in het HBO projectonderwijs. Proceedings NIOC 2011: 7 en 8 april 2011, Heerlen : Grenzeloos ICT onderwijs. editor / K. Lemmen ; E. van de Vrie. Heerlen : Open Universiteit, 2011. pp. 182-187
Pavlin, G. ; de Oude, P. ; Kamermans, M. ; Groen, F. / Dynamic process integration framework: A novel approach to efficient implementation of robust distributed information fusion systems. FUSION 2011: 14th International Conference on Information Fusion: Hyatt Regency Chicago, Chicago, Illinois, USA, 5-8 July 2011. Piscataway , NJ : IEEE, 2011.
Raiman, N. ; Englebienne, G. ; Hung, H. / Move, and I will tell you who you are: detecting deceptive roles in low-quality data. ICMI'11 : proceedings of the 2011 ACM International Conference on Multimodal Interaction: November 14-18, 2011, Alicante, Spain. New York : ACM, 2011. pp. 201-204
Smid, H. ; Mast, P. ; Tromp, M. ; Winterboer, A. ; Evers, V. / "Canary in a coal mine" : monitoring air quality and detecting environmental incidents by harvesting Twitter. CHI 2011 : conference proceedings and extended abstracts: the 29th annual CHI Conference on Human Factors in Computing Systems : Vancouver, BC, Canada, May 07-12, 2011. New York : ACM Press, 2011. pp. 1855-1860
Snel, M. ; Whiteson, S. ; Kuniyoshi, Y. / Robust central pattern generators for embodied hierarchical reinforcement learning. 2011 IEEE International Conference on Development and Learning (ICDL). Piscataway, NJ : IEEE, 2011. pp. 1-6
Valkenburg, R. ; Dorst, L. / Estimating motors from a variety of geometric data in 3D conformal geometric algebra. Guide to Geometric Algebra in Practice. editor / L. Dorst ; J. Lasenby. Springer, 2011. pp. 81-104
van den Broek, A.C. ; Neef, R.M. ; Hanckmann, P. ; van Gosliga, S.P. ; van Halsema, D. / Improving maritime situational awareness by fusing sensor information and intelligence. Fusion 2011: 14th International Conference on Information Fusion: Hyatt Regency Chicago, Chicago, Illinois, USA, 5-8 July 2011. Piscataway, NJ : IEEE, 2011.
van Foeken, E. ; Kwakkernaat, M.R.J.A.E. / Low-complexity wireless communication modeling for information flow control in sensor networks. Proceedings of the 14th International Conference on Information Fusion 2011. Chicago, Illinois, USA : IEEE, 2011. pp. 1-7
van Kasteren, T.L.M. ; Englebienne, G. ; Kröse, B.J.A. / Human activity recognition from wireless sensor network data: benchmark and software. Activity recognition in pervasive intelligent environments. editor / L. Chen ; C. Nugent ; J. Biswas ; J. Hoey. Atlantis Press, 2011. pp. 165-186 (Atlantis ambient and pervasive intelligence; 4).
van Kasteren, T.L.M.. / Activity recognition for health monitoring elderly using temporal probabilistic models. 2011. 158 p.
van Kasteren, T.L.M. ; Englebienne, G. ; Kröse, B.J.A. / Hierarchical activity recognition using automatic clustering of actions. Ambient Intelligence: Second International Joint Conference, AmI 2011, Amsterdam, The Netherlands, November 16-18 2011 : proceedings. editor / D.V. Keyson ; M.L. Maher ; N. Streitz ; A. Cheok ; J.C. Augusto ; R. Wichert ; G. Englebienne ; H. Aghajan ; B.J.A. Kröse. Heidelberg : Springer, 2011. pp. 82-91 (Lecture notes in computer science).
van Leeuwen, H. ; Teeuw, W. ; Tangelder, R. ; Griffioen, P. ; Kröse, B. ; Schouten, B. / Ervaringen met ICT-onderzoek in het HBO. Proceedings NIOC 2011: 7 en 8 april 2011, Heerlen : Grenzeloos ICT onderwijs. editor / K. Lemmen ; E. van de Vrie. Heerlen : Open Universiteit, 2011. pp. 164-167
van Leijen, A.V. ; Rothkrantz, L. ; Groen, F. / Metaheuristic optimization of acoustic inverse problems. In: Journal of Computational Acoustics. 2011 ; Vol. 19, No. 4. pp. 407-431.
van Oosterhout, T. ; Bakkes, S. ; Krose, B. / Head detection in stereo data for people counting and segmentation. Proceedings of 6th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Application (VISIGRAPP 2011). editor / L. Mestetskiy ; J. Braz. 2011. pp. 620-625
van Seijen, H.H.. / Reinforcement learning under space and time constraints. 2011. 170 p.
van Seijen, H. ; Whiteson, S. ; van Hasselt, H. ; Wiering, M. / Exploiting best-match equations for efficient reinforcement learning. In: Journal of Machine Learning Research. 2011 ; Vol. 12. pp. 2045-2094.
Veenstra, A. ; Hung, H. / Do they like me? Using video cues to predict desires during speed-dates. 2011 IEEE International Conference on Computer Vision Workshops: ICCV Workshops. Piscataway, NJ : IEEE, 2011. pp. 838-845
Verschoor, C. ; Wiggers, A. ; ten Velthuis, D. ; Keune, A. ; Cabot, M. ; Nugteren, S. ; van Egmond, E. ; van der Molen, H. ; Iepsma, R. ; van Bellen, M. ; de Groot, M. ; Fodor, E. ; Rozeboom, R. ; Visser, A. / Dutch Nao team - technical report 2011. Dutch Nao Team, 2011. 38 p.
Verschoor, C. (Author) ; Wiggers, A. (Author) ; ten Velthuis, D. (Author) ; Keune, A. (Author) ; Cabot, M. (Author) ; Nugteren, S. (Author) ; van Egmond, E. (Author) ; van der Molen, H. (Author) ; Iepsma, R. (Author) ; van Bellen, M. (Author). / Dutch Nao Team - Code Release 2011. [Software].
Visser, A. ; ten Velthuis, D. ; Wiggers, A. ; Verschoor, C. ; Cabot, M. ; van Egmond, E. ; Keune, A. ; Fodor, E. ; van Zanten, J. ; Nugteren, S. ; van der Molen, H. ; van Bellen, M. ; Koster, E. ; Laan, S. ; Bodewes, B. ; Dingeman, T. ; Gieske, S. ; de Groot, M. ; Iepsma, R. ; Jozefzoon, O. ; Moerbeek, R. ; van Rossum, T. ; Rozenboom, R. ; van Noort, S. / Dutch Nao Team: Team description for RoboCup 2011 - Istanbul. RoboCup 2011: Robot Soccer World Cup XV preproceedings. 2011.
Visser, A. ; ten Velden, D. ; Wiggers, A. ; Verschoor, C. ; Cabot, M. ; van Egmond, E. ; Keune, A. ; Fodor, E. ; van Zanten, J. ; Nugteren, S. ; van der Molen, H. ; van Bellen, M. ; Koster, E. ; Laan, S. ; Bodewes, B. ; Dingeman, T. ; Gieske, S. ; de Groot, M. ; Iepsma, R. ; Jozefzoon, O. ; Moerbeek, R. ; van Rossum, T. ; Rozenboom, R. ; van Noort, S. / Dutch Nao Team : team description for RoboCup 2011 - Istanbul. Amsterdam : Faculty of Science, Universiteit van Amsterdam, 2011. 7 p.
Visser, A. ; Dijkshoorn, N. ; van der Veen, M. ; Jurriaans, R. / Closing the gap between simulation and reality in the sensor and motion models of an autonomous AR.Drone. IMAV 2011 : International Micro Air Vehicle Conference and Flight Competition: summer edition : proceedings. Delft : TU Delft, 2011. pp. 40-47
Visser, A. (Author). / Source files of the Amsterdam Oxford Joint Rescue Forces which participated in the RoboCup 2011 competition. [Software].
Visser, A. ; van der Molen, H. ; de Bos, D.P. / An Experimental Comparison of Mapping Methods, the Gutmann dataset. Paper presented at RoboCup IranOpen 2011 Symposium (RIOS11), .
Whiteson, S. ; Tanner, B. ; Taylor, M.E. ; Stone, P. / Protecting against evaluation overfitting in empirical reinforcement learning. Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2011). IEEE, 2011. pp. 120-127
Whiteson, S. ; Littman, M.L. / Introduction to the special issue on empirical evaluations in reinforcement learning. In: Machine Learning. 2011 ; Vol. 84, No. 1-2. pp. 1-6.
Winterboer, A. ; Martens, M.A. ; Pavlin, G. ; Groen, F.C.A. ; Evers, V. / DIADEM: a system for collaborative environmental monitoring. CSCW'11 : proceedings of the ACM 2011 Conference on Computer Supported Cooperative Work: March 19-23, 2011, Hangzhou, China. New York, NY : Association for Computing Machinery, 2011. pp. 589-590
Winterboer, A. ; Evers, V. ; Groen, F. ; Pavlin, G. / A visual interface for augmented human olfactory perception in the context of monitoring air quality. - Issue 1.2.0. [S.l.] : Diadem, 2011. 36 p.
2010
Alnajar, F. ; Nijhuis, H. ; Visser, A. / Coordinated action in a heterogeneous rescue team. RoboCup 2009: Robot Soccer World Cup XIII. editor / J. Baltes ; M.G. Lagoudakis ; T. Naruse ; S. Shiry Ghidary. Berlin : Springer, 2010. pp. 1-10 (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence).
Babuška, R. ; Groen, F.C.A. / Interactive collaborative information systems. Berlin : Springer, 2010. 595 p. (Studies in computational intelligence; 281).
Bakker, B. ; Whiteson, S. ; Kester, L. ; Groen, F.C.A. / Traffic light control by multiagent reinforcement learning systems. Interactive collaborative information systems. editor / R. Babuška ; F.C.A. Groen. Berlin : Springer, 2010. pp. 475-510 (Studies in computational intelligence; 281).
Bakkes, S.C.J. ; Kröse, B.J.A. / Pervasive Healthcare Technology for Assisted Living Residences. In: Gerontechnology. 2010 ; Vol. 9, No. 2. pp. 191-192.
Booij, O. ; Kröse, B. ; Zivkovic, Z. / Efficient probabilistic planar robot motion estimation given pairs of images. Proceedings of Robotics: Science and Systems VI. 2010.
Christensen, H.I. ; Groen, F. ; Petriu, E. / Intelligent Autonomous Systems 11: IAS-11. Amsterdam : IOS Press, 2010. 283 p.
Cramer, H.S.M.. / People’s responses to autonomous and adaptive systems. 2010. 235 p.
Cramer, H. ; Evers, V. ; van Slooten, T. ; Ghijsen, M. ; Wielinga, B. / Trying too hard: effects of mobile agents' (inappropriate) social expressiveness on trust, affect and compliance. Proceedings of the 28th international conference on human factors in computing systems (CHI '10), Atlanta, GA, USA. New York : ACM, 2010. pp. 1471-1474
Cramer, H. ; Goddijn, J. ; Wielinga, B. ; Evers, V. / Effects of (in)accurate empathy and situational valence on attitudes towards robots. Proceedings of the 5th ACM/IEEE international conference on human-robot interaction (HRI '10), Osaka, Japan. New York : ACM, 2010. pp. 141-142
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de Hoog, J. ; Cameron, S. ; Visser, A. / Dynamic team hierarchies in communication-limited multi-robot exploration. Proceedings of the 8th IEEE International Workshop on Safety, Security & Rescue Robotics (SSRR 2010): 26-30 July 2010, Bremen. Piscataway, NJ : IEEE, 2010.
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Hung, H. ; Chittaranjan, G. / The Idiap Wolf corpus: exploring group behaviour in a competitive role-playing game. MM '10: proceedings of the ACM Multimedia 2010 International Conference: October 25-29, 2010, Firenze, Italy. New York, NY : Association for Computing Machinery, 2010. pp. 879-882
Kok, R. ; Winterboer, A. ; Cramer, H. ; Pavlin, G. ; Groen, F. ; Evers, V. / Mobile agents in crisis situations - adapting information to user’s affective state. Proceedings of the 4th IADIS Conference on Interfaces and Human Computer Interaction (IHCI’10), Freiburg, Germany. IADIS Press, 2010.
Mitrokotsa, A. ; Dimitrakakis, C. ; Peris-Lopez, P. ; Hernandez-Castro, J.C. / Reid et al.'s distance bounding protocol and mafia fraud attacks over noisy channels. In: IEEE Communications Letters. 2010 ; Vol. 14, No. 2. pp. 121-123.
Noulas, A. ; Englebienne, G. ; Terwijn, B. ; Kröse, B. / Speaker detection for conversational robots using synchrony between audio and video. Proceedings of the ICRA 2010 Workshop on Interactive Communication for Autonomous Intelligent Robots (ICAIR): making robots articulate what they understand, intend, and do. editor / M. Hanheide ; H. Zender. Saarbrücken : German Research Center for Artificial Intelligence, 2010. pp. 11-16
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van der Mey, A. ; Smit, F. ; Droog, K.J. ; Visser, A. / Emotionele voetbalrobot. In: De Connectie. 2010 ; Vol. 5, No. 2. pp. 6-8.
van der Mey, A. ; Smit, F ; Droog, K.J. ; Visser, A. / Emotion expression of an affective state space; a humanoid robot displaying a dynamic emotional state during a soccer game. Proceedings of the 3rd D-CIS Human Factors Event. 2010. pp. 47-49
van der Velden, M. ; Josemans, W. ; Huijten, B. ; Visser, A. / Application of traversability maps in the Virtual Rescue competition. Proceedings of the RoboCup IranOpen 2010 Symposium (RIOS10). 2010.
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van Kasteren, T.L.M. ; Englebienne, G. ; Kröse, B.J.A. / Recognizing Activities in Multiple Homes using Transfer Learning. Proceedings of Advanced School of Computing & Imaging Conference (ASCI'09): Zeewolde, The Netherlands. 2010.
van Kasteren, T.L.M. ; Englebienne, G. ; Kröse, B.J.A. / An activity monitoring system for elderly care using generative and discriminative models. In: Personal and ubiquitous computing. 2010 ; Vol. 14, No. 6. pp. 489-498.
van Kasteren, T.L.M. ; Englebienne, G. ; Kröse, B.J.A. / Activity recognition using semi-Markov models on real world smart home datasets. In: Journal of ambient intelligence and smart environments. 2010 ; Vol. 2, No. 3. pp. 311-325.
van Kasteren, T.L.M. ; Englebienne, G. ; Kröse, B.J.A. / Transferring knowledge of activity recognition across sensor networks. Pervasive Computing: 8th international conference, Pervasive 2010, Helsinki, Finland, May 17-20, 2010 : proceedings. editor / P. Floréen ; A. Krüger ; M. Spasojevic. Berlin : Springer, 2010. pp. 283-300 (Lecture Notes in Computer Science).
van Leijen, A.V.. / The sound of sediments : acoustic sensing in uncertain environments. 2010. 132 p.
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Visser, A. ; Nguyen, Q. ; Terwijn, B. ; Hueting, M. ; Jurriaans, R. ; van der Veen, M. ; Formsma, O. ; Dijkshoorn, N. ; van Noort, S. ; Sobolewski, R. ; Flynn, H. ; Jankowska, M. ; Rath, S. ; de Hoog, J. / Amsterdam Oxford Joint Rescue Forces: Team description paper: Virtual Robot competition: Rescue Simulation League: RoboCup 2010 and Iran Open. Proceedings CD-ROM of the 14th RoboCup Symposium. 2010.
Visser, A. ; Iepsma, R. ; van Bellen, M. ; Gupta, R.K. ; Khalesi, B. / Dutch Nao Team: Team description paper: Standard Platform League: German Open 2010. Amsterdam : Informatics Institute, 2010. 4 p.
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Wang, L. ; Rau, P.-L.P. ; Evers, V. ; Robinson, B.K. ; Hinds, P. / When in Rome: the role of culture & context in adherence to robot recommendations. Proceedings of the 5th ACM/IEEE international conference on human-robot interaction (HRI '10), Osaka, Japan. New York : ACM, 2010. pp. 359-366
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2009
Aaltonen, T. ; et al., [Unknown] ; Whiteson, S. / Measurement of the top-quark mass with dilepton events selected using neuroevolution at CDF. In: Physical Review Letters. 2009 ; Vol. 102, No. 15. pp. 152001.
Balaguer, B. ; Carpin, S. ; Balakirsky, S. ; Visser, A. / Evaluation of RoboCup maps. Proceedings of the 9th Performance Metrics for Intelligent Systems workshop (PerMIS'09). editor / R. Madhavan ; E.R. Messina. New York, NY : Association for Computing Machinery (ACM), 2009. pp. 217-222
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Balakirsky, S. ; Carpin, S. ; Visser, A. / Evaluating The RoboCup 2009 Virtual Robot Rescue Competition. Proceedings of the 9th Performance Metrics for Intelligent Systems workshop (PerMIS'09). Gaithersburg, MD, USA : Association for Computing Machinery (ACM), 2009.
Booij, O. ; Zivkovic, Z. / The planar two point algorithm. Amsterdam : Informatics Institute, 2009. 11 p. (IAS technical report; IAS-UVA-09-05).
Booij, O. ; Zivkovic, Z. ; Kröse, B. / Efficient data association for view based SLAM using connected dominating sets. In: Robotics and Autonomous Systems. 2009 ; Vol. 57, No. 12. pp. 1225-1234.
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Cibura, C. ; Dorst, L. / From exact correspondence data to conformal transformations in closed form using Vahlen matrices. GraVisMa 2009 workshop proceedings. editor / V. Skala ; D. Hildenbrand. Plzen, Czech Republic : Union Agency, 2009. pp. 58-65
de Hoog, J. ; Cameron, S. ; Visser, A. / Role-based autonomous multi-robot exploration. Computation world: Future computing, service computation, cognitive, content, patterns: ComputationWorld 2009, proceedings: 15-20 November 2009, Athens, Greece. Los Alamitos, CA : IEEE Computer Society, 2009. pp. 482-487
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de Oude, P. ; Pavlin, G. / Constraint-based approach to discovery of inter module dependencies in modular Bayesian networks. Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference: 19-21 May 2009, Sanibel Island, Florida, USA. editor / H.C. Lane ; H.W. Guesgen. Menlo Park, CA : AAAI Press, 2009. pp. 529-534
de Oude, P. ; Pavlin, G. / Dependence discovery in modular Bayesian networks. Amsterdam : Informatics Institute, 2009. 39 p. (IAS technical reports; IAS-UVA-09-02).
Dimitrakakis, C. ; Mitrokotsa, A. / Statistical decision making for authentication and intrusion detection. The Eighth International Conference on Machine Learning and Applications: proceedings : Miami Beach, Florida : 13-15 December 2009. editor / M.A. Wani ; M. Kantardzic ; V. Palade ; L. Kurgan ; A. Qi. Los Alamitos, CA : IEEE Computer Society, 2009. pp. 409-414
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Dimitrakakis, C. ; Mitrokotsa, A. / Statistical decision making for authentication and intrusion detection. Amsterdam : Informatics Institute, 2009. 16 p. (IAS technical report; IAS-UVA-09-03).
Dimitrakakis, C. / Complexity of stochastic branch and bound for belief tree search in Bayesian reinforcement learning. Amsterdam : Informatics Institute, 2009. 17 p. (IAS technical reports; IAS-UVA-09-01).
Dorst, L. / Conformal geometric algebra by extended Vahlen matrices. GraVisMa 2009 workshop proceedings. editor / V. Skala ; D. Hildenbrand. Plzen, Czech Republic : Union Agency, 2009. pp. 72-79
Dorst, L. / Determining a versor in n-D geometric algebra from the known transformation of n vectors. GraVisMa 2009 workshop proceedings. editor / V. Skala ; D. Hildenbrand. Plzen, Czech Republic : Union Agency, 2009. pp. 66-71
Dubbelman, G. ; Groen, F.C.A. / Bias reduction for stereo based motion estimation with applications to large scale visual odometry. In: IEEE Conference on Computer Vision and Pattern Recognition. 2009 ; pp. 2222-2229.
Englebienne, G. ; van Oosterhout, T. ; Kröse, B. / Tracking in sparse multi-camera setups using stereo vision. 2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC 2009): Como, Italy, 30 August-2 September 2009. Piscataway, NJ : IEEE, 2009. pp. 1-6
Enzweiler, M. ; Gavrila, D.M. / Monocular pedestrian detection: Survey and experiments. In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 2009 ; Vol. 31, No. 12. pp. 2179-2195.
Esteban, I. ; Booij, O. ; Dijk, J. ; Groen, F. / On the bending problem for large scale mapping. IROS 2009: October 11-15, 2009, St. Louis, USA : the 2009 IEEE/RSJ International Conference on Robots and Intelligent Systems. Piscataway, NJ : IEEE, 2009. pp. 1144-1149
Esteban, I. ; Booij, O. ; Zivkovic, Z. ; Krose, B. / Mapping large environments with an omnivideo camera. Workshop proceedings of SIMPAR 2008. 2009. pp. 297-306
Grappiolo, C. ; Whiteson, S. ; Pavlin, G. ; Bakker, B. / Integrating distributed Bayesian inference and reinforcement learning for sensor management. 12th International Conference on Information Fusion (FUSION 2009): Seattle, Washington, USA, 6 - 9 July 2009. Piscataway, NJ : IEEE, 2009. pp. 93-101
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Heerink, M. ; Kröse, B. ; Evers, V. ; Wielinga, B. / Measuring acceptance of an assistive social robot: a suggested toolkit. Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication. Piscataway, NJ : IEEE, 2009. pp. 528-533
Heerink, M. ; Kröse, B. ; Wielinga, B. ; Evers, V. / Measuring the influence of social abilities on acceptance of an interface robot and a screen agent by elderly users. Proceedings of HCI 2009, Cambridge. editor / A.F. Blackwell. Swinton, UK : BCS, 2009. pp. 430-439
Hofmann, M. ; Gavrila, D.M. / Multi-view 3D human pose estimation combining single-frame recovery, temporal integration and model adaptation. 2009 IEEE Conference on Computer Vision and Pattern Recognition: CVPR 2009 ; Miami, Florida, USA, 20 - 25 June 2009. Piscataway, NJ : IEEE, 2009. pp. 2214-2221
Hofmann, M. ; Gavrila, D.M. / Single-frame 3D human pose recovery from multiple views. In: Lecture Notes in Computer Science. 2009 ; Vol. 5748. pp. 71-80.
Keller, C.G. ; Llorca, D.F. ; Gavrila, D.M. / Dense stereo-based ROI generation for pedestrian detection. In: Lecture Notes in Computer Science. 2009 ; Vol. 5748. pp. 81-90.
Koppejan, R. ; Whiteson, S. / Neuroevolutionary reinforcement learning for generalized helicopter control. Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference (GECCO 2009). New York : ACM, 2009. pp. 145-152
Kroon, M. ; Whiteson, S. / Automatic feature selection for model-based reinforcement learning in factored MDPs. The Eighth International Conference on Machine Learning and Applications: proceedings : Miami Beach, Florida : 13-15 December 2009. editor / M.A. Wani ; M. Kantardzic ; V. Palade ; L. Kurgan ; A. Qi. Los Alamitos, CA : IEEE Computer Society, 2009. pp. 324-330
Liem, M. ; Gavrila, D.M. / Multi-person tracking with overlapping cameras in complex, dynamic environments. Proceedings of the 20th British Machine Vision Conference (BMVC 2009). Malvern : British Machine Vision Association, 2009.
Maillette de Buy Wenniger, G.E. ; Schmits, T. ; Visser, A. / Identifying free space in a robot bird-eye view. Proceedings of the 4th European Conference on Mobile Robots, ECMR '09, September 23 - 25, 2009, Mlini/Dubrovnik, Croatia. editor / I. Petrović ; A.J. Lilienthal. Zagreb, Croatia : KoREMA, 2009. pp. 13-18
Nguyen, Q. ; Visser, A. / A color based rangefinder for an omnidirectional camera. Workshop Proceedings of the International Conference on Intelligent Robots and Systems (IROS 2009), St. Louis, Missouri, USA, October 2009. editor / S. Balakirsky ; S. Carpin ; M. Lewis. Piscataway, NJ : IEEE, 2009. pp. 41-48
Oliehoek, F.A. ; Whiteson, S. ; Spaan, M.T.J. / Lossless clustering of histories in decentralized POMDPs. AAMAS 2009: the 8th International Conference on Autonomous Agents and Multiagent Systems: May 10-15, 2009, Budapest, Hungary: proceedings. - Volume 1. editor / K.S. Decker ; J.S. Sichman ; C. Sierra ; C. Castelfranchi. Richland, SC : IFAAMAS, 2009. pp. 577-584
Rohrbach, M. ; Enzweiler, M. ; Gavrila, D.M. / High-level fusion of depth and intensity for pedestrian classification. In: Lecture Notes in Computer Science. 2009 ; Vol. 5748. pp. 101-110.
Schmits, T. ; Visser, A. / An omnidirectional camera simulation for the USARSim world. RoboCup 2008: Robot Soccer World Cup XII. editor / L. Iocchi ; H. Matsubara ; A. Weitzenfeld ; C. Zhou. Berlin : Springer, 2009. pp. 296-307 (Lecture Notes in Computer Science). (Lecture Notes in Artificial Intelligence).
Sturm, J. ; Visser, A. / An appearance-based visual compass for mobile robots. In: Robotics and Autonomous Systems. 2009 ; Vol. 57, No. 5. pp. 536-545.
van Foeken, E. ; Hiemstra, P. ; Kester, L. / An improved method for creating shared belief in communication constrained sensor networks. In 4th German Workshop Sensor Data Fusion: Trends, Solutions, Applications SDF 2009. Lübeck, Germany, 2009. pp. 1-14
van Foeken, E. ; Kester, L.J.H.M. / Real-time common awareness in communication constrained sensor systems. Fusion '09, 12th International Conference on Information Fusion. Seattle, USA, 2009. pp. 118-125
van Kasteren, T.L.M. ; Kröse, B.J.A. / A sensing and annotation system for recording datasets in multiple homes. CHI 2009 workshop 'Developing Shared Home Behavior Datasets to Advance HCI and Ubiquitous Computing Research': Proceedings. 2009.
van Leijen, A.V. ; Rothkranz, L.J.M. ; Groen, F.C.A. / Acoustic inversion with self noise of an autonomous underwater vehicle to measure sound speed in marine sediments. 12th International Conference on Information Fusion (FUSION 2009): Seattle, Washington, USA, 6 - 9 July 2009. Piscataway, NJ : IEEE, 2009. pp. 41-47
van Seijen, H. ; Whiteson, S. / Postponed updates for temporal-difference reinforcement learning. 2009 9th International Conference on Intelligent Systems Design and Applications (ISDA 2009): Pisa, Italy, 30 November-2 December 2009. Piscataway, NJ : IEEE, 2009. pp. 665-672
van Seijen, H. ; van Hasselt, H. ; Whiteson, S. ; Wiering, M. / A theoretical and empirical analysis of Expected Sarsa. Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning. IEEE, 2009. pp. 177-184
van Valkenburg-Van Haarst, T. ; van Leijen, A.V. ; Groen, F.C.A. / Colour as an attribute for automated detection in maritime environments. 12th International Conference on Information Fusion (FUSION 2009): Seattle, Washington, USA,. Piscataway, NJ : IEEE, 2009. pp. 1679-1686
Visser, A. ; Slamet, B.A. ; Pfingsthorn, M. / Robust weighted scan matching with quadtrees. Proceedings of the Fourth International Workshop on Synthetic Simulation and Robotics to Mitigate Earthquake Disaster (SRMED 2009), 6th July 2009, Graz, Austria. 2009.
Visser, A. ; Maillette de Buij Wenniger, G.E. ; Nijhuis, H. ; Alnajar, F. ; Huijten, B. ; van der Velden, M. ; Josemans, W. ; Terwijn, B. ; Walraven, C. ; Nguyen, Q. ; Sobolewski, R. ; Flynn, H. ; Jankowska, M. ; de Hoog, J. / Amsterdam Oxford Joint Rescue Forces: Team description paper: Virtual Robot competition: Rescue Simulation League: RoboCup 2009. Proceedings CD of the 13th RoboCup Symposium (RoboCup 2009). 2009.
Visser, A. (Author) ; de Hoog, J. (Author) ; Nijhuis, H. (Author) ; Sobolewski, R. (Author) ; Flynn, H. (Author) ; Nguyen, Q. (Author) ; Terwijn, B. (Author). / Source files of the Amsterdam Oxford Joint Rescue Forces which participated in the RoboCup 2009 competition. [Software].
Whiteson, S. ; Whiteson, D. / Machine learning for event selection in high energy physics. In: Engineering Applications of Artificial Intelligence. 2009 ; Vol. 22, No. 8. pp. 1203-1217.
Whiteson, S. ; Tanner, B. ; Taylor, M.E. ; Stone, P. / Generalized domains for empirical evaluations in reinforcement learning. Proceedings of the 4th workshop on Evaluation Methods for Machine Learning at ICML-09, Montreal, Canada. 2009.
Winterboer, A. ; Cramer, H.S.M. ; Pavlin, G. ; Groen, F.C.A. ; Evers, V. / 'Do you smell rotten eggs?' Evaluating interactions with mobile agents in crisis response situations. MobileHCI09: living in a world as colorful as you : the 11th International Conference on Human-Computer Interaction with Mobile Devices and Services, Bonn, Germany, 15-18 September, 2009 . editor / R. Oppermann ; M. Eisenhauer ; M. Jarke ; V. Wulf. New York, NY : ACM Press, 2009. (ACM International Conference Proceedings Series).
Zivkovic, Z. ; Cemgil, A.T. ; Kröse, B. / Approximate Bayesian methods for kernel-based object tracking. In: Computer Vision and Image Understanding. 2009 ; Vol. 113, No. 6. pp. 743-749.
2008
Booij, O. ; Zivkovic, Z. ; Kröse, B. / Sampling in image space for vision based SLAM. Robotics: science and systems: workshop Inside Data Association: 28 June 2008, ETH Zürich, Switzerland: publications. Bremen : Transregional Collaborative Research Center Spatial Cognition: Reasoning, Action, Interaction, 2008. pp. [1]-[8]
Booij, O. ; Kröse, B. ; Peltason, J. ; Spexard, T. ; Hanheide, M. / Moving from augmented to interactive mapping. Interactive learning - RSS 2008 workshop: [proceedings:] June 28, 2008, Zürich, Switzerland. Kaiserslautern : Deutsches Forschungsinstitut für Künstliche Intelligenz, 2008. pp. [21]-[23]
de Hoog, J. ; Cameron, S. ; Visser, A. / Robotic search-and-rescue: An integrated approach. Proceedings of the Oxford University Computing Laboratory Student Conference 2008. editor / S. Faily ; S. Živny. Oxford : Oxford University Computing Laboratory, 2008. pp. 28-29
de Oude, P. ; Pavlin, G. / An information theoretic approach to verification of modular Bayesian fusion systems. Fusion 2008: Proceedings of the 11th International Conference on Information Fusion: Cologne, Germany, June 30 -July 03, 2008. Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2008. pp. 1027-1034
de Waard, H.W.. / A new approach to distributed data fusion. 2008. 323 p.
Dimitrakakis, C. / Tree exploration for Bayesian RL exploration. Proceedings 2008 International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA 2008). editor / M. Mohammadian. Los Alamitos, CA : IEEE Computer Society, 2008. pp. 1029-1034
Dimitrakakis, C. ; Lagoudakis, M.G. / Rollout sampling approximate policy iteration. In: Machine Learning. 2008 ; Vol. 72, No. 3. pp. 157-171.
Dimitrakakis, C. ; Lagoudakis, M.G. / Algorithms and bounds for rollout sampling approximate policy iteration. Amsterdam : Informatics Institute, 2008. 11 p. (IAS technical report; IAS-UVA-08-03).
Dimitrakakis, C. / Exploration in POMDPs. Amsterdam : Informatics Institute, 2008. 8 p. (IAS technical reports; IAS-UVA-08-01).
Dimitrakakis, C. ; Savu-Krohn, C. / Cost-minimising strategies for data labelling: Optimal stopping and active learning. In: Lecture Notes in Computer Science. 2008 ; Vol. 4932. pp. 96-111.
Dimitrakakis, C. ; Lagoudakis, M.G. / Algorithms and bounds for rollout sampling approximate policy iteration. In: Lecture Notes in Computer Science. 2008 ; Vol. 5323. pp. 27-40.
Dubbelman, G. ; van der Mark, W. ; Groen, F.C.A. / Accurate and robust ego-motion estimation using expectation maximization. IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008 : IROS 2008 : 22-26 Sept., 2008, Acropolis Convention Center, Nice, France. Piscataway, NJ : IEEE, 2008. pp. 3914-3920
Enzweiler, M. ; Gavrila, D.M. / A mixed generative-discriminative framework for pedestrian classification. In: IEEE Conference on Computer Vision and Pattern Recognition. 2008 ; pp. 1-8.
Enzweiler, M. ; Kanter, P. ; Gavrila, D.M. / Monocular pedestrian recognition using motion parallax. 2008 IEEE Intelligent Vehicles Symposium: Eindhoven University of Technology, Eindhoven, the Netherlands, June 4-6, 2008. Piscataway, NJ : IEEE, 2008. pp. 792-797
Ethembabaoglu, A. ; Whiteson, S. / Automatic feature selection using FS-NEAT. Amsterdam : Informatics Institute, 2008. 16 p. (IAS technical reports; IAS-UVA-08-02).
Gibson, C.H.S. ; van Kasteren, T. ; Kröse, B. / Monitoring homes with wireless sensor networks. Med-e-Tel 2008 proceedings CD-ROM. Luxembourg : Med-e-Tel, 2008. pp. 370-371
Hagethorn, F.N. ; Kröse, B.J.A. ; de Greef, P. ; Helmer, M.E. / Creating design guidelines for a navigational aid for mild demented pedestrians. In: Lecture Notes in Computer Science. 2008 ; Vol. 5355. pp. 276-289.
Heerink, M. ; Kröse, B. ; Evers, V. ; Wielinga, B.J. / The influence of perceived adaptiveness of a social agent on acceptance by elderly users. Proceedings of ISG'08: The 6th International Conference of the International Society for Gerontechnology. 2008. pp. 57-61
Heerink, M. ; Kröse, B. ; Wielinga, B.J. ; Evers, V. / Enjoyment, intention to use and actual use of a conversational robot by elderly people. HRI 2008: Proceedings of the third ACM/IEEE International Conference on Human-Robot Interaction. editor / T. Fong ; K. Dautenhahn. New York, NY : ACM, 2008. pp. 113-119
Heerink, M. ; Kröse, B. ; Evers, V. ; Wielinga, B.J. / The influence of social presence on acceptance of a companion robot by older people. In: Journal of Physical Agents. 2008 ; Vol. 2, No. 2. pp. 33-40.
Heerink, M. ; Kröse, B. ; Wielinga, B.J. ; Evers, V. / Measuring perceived adaptiveness in a robotic eldercare companion. HRI 2008: Robotic Helpers: User Interaction, Interfaces and Companions in Assistive and Therapy Robotics: Proceedings. 2008.
Kröse, B. ; van Kasteren, T. ; Gibson, C. ; van den Dool, T. / CARE: Context Awareness in Residences for Elderly. Proceedings of ISG'08: The 6th International Conference of the International Society for Gerontechnology. 2008. pp. 101-105
Kröse, B. ; Bierhoff, I. ; Schilders, M. / The Digital Life Centre: A living lab for education in real world situations. Med-e-Tel 2008 proceedings CD-ROM. Luxembourg : Med-e-Tel, 2008. pp. 143-145
Kuyer, L. ; Whiteson, S. ; Bakker, B. ; Vlassis, N. / Multiagent reinforcement learning for urban traffic control using coordination graphs. In: Lecture Notes in Computer Science. 2008 ; Vol. 5211. pp. 656-671.
Liem, M.C. ; Visser, A. ; Groen, F.C.A. / A hybrid algorithm for tracking and following people using a robotic dog. HRI 2008: Proceedings of the Third ACM/IEEE Conference on Human-Robot Interaction. New York, NY : ACM, 2008. pp. 185-192
Munder, S. ; Schnörr, C. ; Gavrila, D.M. / Pedestrian detection and tracking using a mixture of view-based shape-texture models. In: IEEE Transactions on Intelligent Transportation Systems. 2008 ; Vol. 9, No. 2. pp. 333-343.
Noulas, A.K. ; van Kasteren, T. ; Kröse, B.J.A. / A hybrid generative-discriminative approach to speaker diarization. In: Lecture Notes in Computer Science. 2008 ; Vol. 5237. pp. 98-109.
Noulas, A.K. ; Kröse, B.J.A. / Deep architectures for Human Computer Interaction. Proceedings of the Workshop on Affective Interaction in Natural Environments (AFFINE). 2008. pp. 1-5
Noulas, A.K. ; Kröse, B.J.A. / Deep Belief Networks for dimensionality reduction. In: BNAIC. 2008 ; Vol. 20. pp. 185-191.
Nunnink, J.R.J.. / Accuracy and robustness of learning and inference in Bayesian networks. 2008. 114 p.
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Oliehoek, F.A. ; Kooij, J.F.P. ; Vlassis, N. / The cross-entropy method for policy search in decentralized POMDPs. In: Informatica. 2008 ; Vol. 32, No. 4. pp. 341-357.
Oliehoek, F.A. ; Spaan, M.T.J. ; Whiteson, S. ; Vlassis, N. / Exploiting locality of interaction in factored Dec-POMDPs. International Conference on Autonomous Agents archive: Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems. editor / M. Berger ; B. Burg ; S. Nishiyama. Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems, 2008. pp. 517-524
Oliehoek, F.A. ; Spaan, M.T.J. ; Vlassis, N. / Optimal and approximate Q-value functions for decentralized POMDPs. In: Journal of Artificial Intelligence Research. 2008 ; Vol. 32. pp. 289-353.
Oliehoek, F.A. ; Kooij, J.F.P. ; Vlassis, N. / A Cross-Entropy Approach to Solving Dec-POMDPs. In: Studies in Computational Intelligence. 2008 ; Vol. 78. pp. 145-154.
Pfingsthorn, M. ; Slamet, B. ; Visser, A. / A scalable hybrid multi-robot SLAM method for highly detailed maps. In: Lecture Notes in Computer Science. 2008 ; Vol. 5001. pp. 457-464.
Roebert, S. ; Schmits, T. ; Visser, A. / Creating a bird-eye view map using an omnidirectional camera. In: BNAIC. 2008 ; Vol. 20. pp. 233-240.
Spaan, M.T.J. ; Oliehoek, F.A. / The MultiAgent Decision Process toolbox: Software for decision-theoretic planning in multiagent-systems. Multiagent Sequential Decision Making (MSDM), 2008. editor / J. Shen ; P. Varakantham ; R. Maheswaran. IFAAMAS, 2008. pp. 107-121
Spaan, M.T.J. ; Oliehoek, F.A. ; Vlassis, N. / Multiagent planning under uncertainty with stochastic communication delays. Proceedings of the eighteenth International Conference on Automated Planning and Scheduling. editor / J. Rintanen ; B. Nebel ; J.C. Beck ; E. Hansen. Menlo Park, CA : AAAI Press, 2008. pp. 338-345
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van Dorp, P. ; Groen, F.C.A. / Feature-based human motion parameter estimation with radar. In: IET Radar, Sonar & Navigation. 2008 ; Vol. 2, No. 2. pp. 135-145.
van Foeken, E. ; Kester, L.J.H.M. ; Bergmans, J. / Shared belief in communication constrained networks. Proceedings of the IASTED International Conference on Sensor Networks: September 29-October 1, 2008, Crete, Greece. editor / B. Kaminska. Anaheim, Calif. : ACTA Press, 2008.
van Kasteren, T.L.M. ; Englebienne, G. ; Kröse, B.J.A. / Recognizing activities in multiple contexts using transfer learning. In: Technical Report. 2008 ; Vol. FS-08-02. pp. 142-149.
van Kasteren, T.L.M. ; Noulas, A.K. ; Kröse, B.J.A. / Conditional Random Fields versus Hidden Markov Models for activity recognition in temporal sensor data. Proceedings of the 14th Annual Conference of the Advanced School for Computing and Imaging. editor / G.J.M. Smit ; D.H.J. Epema ; M.S. Lew. Delft : Advanced School for Computing and Imaging (ASCI), 2008.
van Kasteren, T. ; Noulas, A. ; Englebienne, G. ; Kröse, B. / Accurate activity recognition in a home setting. UbiComp 2008: proceedings of the 10th International Conference on Ubiquitous Computing : September 21-24, 2008, Seoul, Korea. New York, NY : Association for Computing Machinery, 2008. pp. 1-9
van Oosterhout, T. ; Visser, A. / A visual method for robot proxemics measurements. In: Technical Report. 2008 ; pp. 61-68.
van Seijen, H. ; Bakker, B. ; Kester, L. / Switching between different state representations in reinforcement learning. Proceedings of the IASTED International Conference on Artificial Intelligence and Applications: As part of the 26th IASTED International Multi-Conference on Applied Informatics, February 11-13, 2008, Innsbruck, Austria. editor / A. Gammerman. Anaheim, CA : ACTA, 2008. pp. 595-163
Veldkamp, D. ; Hagethorn, F. ; Kröse, B. ; de Greef, P. / The use of visual landmarks in a wayfinding system for elderly with beginning dementia. Med-e-Tel 2008 proceedings CD-ROM. Luxembourg : Med-e-Tel, 2008. pp. 161-165
Visser, A. (Author) ; Slamet, B. (Author) ; de Hoog, J. (Author) ; Tobi, R. (Author) ; Schmits, T. (Author). / Source files of the Amsterdam Oxford Joint Rescue Forces that participated in the RoboCup 2008 competition. [Software].
Visser, A. ; Slamet, B.A. / Balancing the information gain against the movement cost for multi-robot frontier exploration. European Robotics Symposium 2008. editor / H. Bruyninckx ; L. Přeučil ; M. Kulich. Berlin : Springer, 2008. pp. 43-52
Visser, A. ; Schmits, T. ; Roebert, S. ; de Hoog, J. / Amsterdam Oxford Joint Rescue Forces: Team description paper: Virtual Robot competition: Rescue Simulation League: RoboCup 2008. Proceedings of the 12th RoboCup symposium. 2008. pp. 1-8
Visser, A. ; Slamet, B.A. / Including communication success in the estimation of information gain for multi-robot exploration. Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT 2008). IEEE, 2008. pp. 680-687
Visser, A. (Author) ; de Hoog, J. (Author). / Executable files of the Amsterdam Oxford Joint Rescue Forces that participated in the Latin Open Robotics competition. [Software].
Visser, A. ; Ji, X. ; van Ittersum, M. ; González Jaime, L.A. ; Stancu, L.A. / Beyond frontier exploration. In: Lecture Notes in Computer Science. 2008 ; Vol. 5001. pp. 113-123.
Visser, A. ; de Hoog, J. / Amsterdam Oxford Joint Rescue Forces : Realistic Simulations to aid research and education in advanced Robot Control algorithms. Abstract from Scientific ICT Research Event Netherlands 2008, Amsterdam, Netherlands.
Wang, X. ; Boreiko, A. ; Schloßmacher, U. ; Brandt, D. ; Schröder, H.C. ; Li, J. ; Kaandorp, J.A. ; Götz, H. ; Duschner, H. ; Müller, W.E.G. / Axial growth of hexactinellid spicules: Formation of cone-like structural units in the giant basal spicules of the hexactinellid Monorhaphis. In: Journal of Structural Biology. 2008 ; Vol. 164, No. 3. pp. 270-280.
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2007
Bakker, B. / Reinforcement learning by backpropagation through an LSTM model/critic. Proceedings of the IEEE symposium on Approximate Dynamic Programming and Reinforcement Learning. Honolulu, HI, 2007. pp. 127-134
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de Oude, P. ; Pavlin, G. ; Hood, T. / A Modular Approach to Adaptive Bayesian Information Fusion. The 10th International Conference on Information Fusion. Quebec City, 2007. pp. 1-8
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Noulas, A. ; Vlassis, N. ; Kröse, B.J.A. / Cross Entropy for learning in Multi-Modal Streams. Proceeding of the Joint Workshop on MultiModal Interaction and Related Machine Learning Algorithms '07. Brno, Czech Republic, 2007.
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Noulas, A. ; Kröse, B.J.A. / Learning in Multi-Modal Information Streams. Proceedings of the 19th Belgian-Dutch Conference on Artificial Intelligence 2007. Utrecht, The Netherlands, 2007. pp. 245-252
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Oliehoek, F.A. ; Vlassis, N. / Q-value Heuristics for Approximate Solutions of Dec-POMDPs. Proceedings of the AAAI spring symposium on Game Theoretic and Decision Theoretic Agents. 2007. pp. 31-37
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Pavlin, G. ; Maris, M.G. ; Groen, F.C.A. / Causal Bayesian Networks for Robust and Efficient Fusion of Information Obtained from Sensors and Humans. In Proceedings of the Instrumentation and Measurement Technology Conference. Warsaw, Poland, 2007. pp. 1-6
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Terwijn, B. ; Noulas, A. / BNAIC Demo: Online Speaker Detection by the iCat Robot. BNAIC 2007: The 19th Belgian-Dutch Conference on Artificial Intelligence. 2007. pp. 451-452
van der Mark, W.. / Stereo and colour vision techniques for autonomous vehicle guidance. 2007. 177 p.
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van Kasteren, T.L.M. ; Kröse, B.J.A. / Bayesian Activity Recognition in Residence for Elders. Proceedings of third International Intelligent Environments Conference. 2007. pp. 209-212
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Visser, A.. / Measurement-driven simulation of complex engineering systems. Amsterdam : Vossiuspers - Amsterdam University Press, 2007. 142 p.
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Zivkovic, Z. / Layered image model using binary PCA transparency masks. Proceedings of British Machine Vision Conference. 2007.
Zivkovic, Z. ; Kröse, B.J.A. / Part Based People Detection on a Mobile Robot. Proceedings of IEEE ICRA2007 Workshop: From features to actions. 2007.
Zivkovic, Z. ; Kröse, B.J.A. / Towards foveated part based people detection. Proceedings of IEEE International Conference on Computer Vision Systems. 2007.
2006
Booij, O. ; Zivkovic, Z. ; Kröse, B.J.A. / From sensors to rooms. Proc. IROS Workshop From Sensors to Human Spatial Concepts. IEEE, 2006. pp. 53-58
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Djekic, T. ; Zivkovic, Z. ; van der Ham, A.G.J. ; de Haan, A.B. / Determination of the stability constants for cobalt, nickel and palladium homogeneous catalyst complexes containing triphenylphosphine ligands. In: Applied Catalysis A-General. 2006 ; Vol. 312. pp. 144-152.
Fontijne, D.H.F. / Gaigen 2: a Geometric Algebra Implementation Generator. ACM GPCE 2006 Proceedings. 2006. pp. 141-151
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Heerink, M. ; Kröse, B.J.A. ; Wielinga, B.J. ; Evers, V. / Human-Robot User Studies in Eldercare: Lessons Learned. Proceedings ICOST. Belfast, 2006. pp. 31-38
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2005
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2004
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Zivkovic, Z. ; Kröse, B.J.A. / A probabilistic model for an EM-like object tracking algorithm using color histograms. Proceedings 6th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (in connection with ECCV2004). 2004.
Zivkovic, Z. ; van der Heijden, F. / Improving the selection of feature points for tracking. In: Pattern Analysis and Applications. 2004 ; Vol. 7, No. 2. pp. 144-150.
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Zivkovic, Z. / Improved adaptive Gaussian mixture model for background subtraction. Proceedings IEEE International Conference on Pattern Recognition (ICPR). Cambridge, 2004.
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2003
Bakker, B. ; Zhumatiy, V. ; Gruener, G. ; Schmidhuber, J. / A Robot that Reinforcement-Learns to Identify and Memorize Important Previous Observations. Proc. (IEEE/RSJ) International Conference on Intelligent Robots and Systems. Las Vegas, USA, 2003. pp. 430-435
Breemen, A.J.N. ; Crucq, K. ; Kröse, B.J.A. ; Nuttin, M. ; Porta Pleite, J.M. ; Demeester, E. / A User-Interface Robot for Ambient Intelligent Environments. Proceedings of the 1st International Workshop on Advances in Service Robotics, ASER'03. editor / P. Fiorini. Bardolino, Italy : Fraunhofer IRB Verlag, 2003. pp. 132-139
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Bunschoten, R. ; Kröse, B.J.A. / Robust Scene Reconstruction from an Omnidirectional Vision System. In: IEEE Transactions on Robotics and Automation. 2003 ; Vol. 19, No. 2. pp. 351-357.
Dorst, L. ; Ahmed, N. / Reduction of Placement Problems using (M)inkowski Decomposition. In: IEEE transactions on systems, man and cybernetics. Part B, Cybernetics. 2003 ; Vol. 33, No. 1. pp. 133-137.
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Fontijne, D.H.F. ; Dorst, L. / Modelling 3D Euclidean Geometry. In: IEEE Computer Graphics and Applications. 2003 ; Vol. 23, No. 2. pp. 68-78.
Kok, J.R. ; Spaan, M.T.J. ; Vlassis, N. / Multi-robot decision making using coordination graphs. Proceedings of the 11th International Conference on Advanced Robotics, ICAR'03. editor / A.T. de Almeida ; U. Nunes. Coimbra, Portugal, 2003. pp. 1124-1129
Kok, J.R. ; Vlassis, N. / Distributed decision making of robotic agents. Proc. 8th Ann. Conf. of the Advanced School for Computing and Imaging (ASCI). Heijen, The Netherlands, 2003.
Kok, J.R. ; Vlassis, N. ; Groen, F.C.A. / UvA Trilearn 2003 Team Description. Proceedings CD RoboCup 2003. Padua, Italy, 2003.
Kok, J.R. ; Vlassis, N. / The Pursuit Domain Package. Amsterdam : Informatics Institute, 2003. (IAS-UVA-03; 03).
Kröse, B.J.A. ; Porta Pleite, J.M. ; Crucq, K. ; Breemen, A.J.N. ; Nuttin, M. ; Demeester, E. / Lino, the user-interface robot. Proceedings of the First European Symposium on Ambience Intelligence (EUSAI). Eindhoven, The Netherlands, 2003.
Likas, A. ; Vlassis, N. ; Verbeek, J.J. / The global k-means clustering algorithm. In: Pattern Recognition. 2003 ; Vol. 36, No. 2. pp. 451-461.
Porta Pleite, J.M. ; Terwijn, B. ; Kröse, B.J.A. / Efficient Entropy-Based Action Selection for Appearance-Based Robot Localization. Proceedings of the International Conference on Robotics and Automation ICRA'03. Taipe, Taiwan, 2003. pp. 2842-2847
Porta Pleite, J.M. ; Thomas, F. ; Ros, L. ; Torras, C. / A Branch-and-Prune Algorithm for Solving Systems of Distance Constraints. Proceedings of the International Conference on Robotics and Automation ICRA'03. Taipei, Taiwan, 2003.
Porta Pleite, J.M. ; Kröse, B.J.A. / Vision-Based Localization for Mobile Platforms. Proceedings of the First European Symposium on Ambience Intelligence (EUSAI). Eindhoven, The Netherlands, 2003.
Porta Pleite, J.M. ; Verbeek, J.J. ; Kröse, B.J.A. / Enhancing Appearance-based Robot Localization Using Sparse Disparity Maps. Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems. Las Vegas, USA, 2003. pp. 980-985
Porta Pleite, J.M. ; Kröse, B.J.A. / On the Use of Disparity Maps for robust Robot Localization under Different Illumination Conditions. Proceedings of the 11th International Conference on Advanced Robotics ICAR'03. Coimbra, Portugal, 2003. pp. 124-129
Portegies Zwart, J.. / Aircraft Recognition from Features Extracted from Measured and Simulated Radar Range Profiles. Amsterdam : Eigen Beheer, 2003. 120 p.
Portegies Zwart, J. ; van der Heiden, R. ; Gelsema, S. ; Groen, F.C.A. / Fast Translation Invariant Classification of (HRR) Range Profiles in a Zero Phase Representation. Amsterdam : Informatics Institute, 2003. (IAS-UVA-03; 01).
Portegies Zwart, J. ; Kröse, B.J.A. ; Gelsema, S. / Aircraft Classification from Estimated Models of Radar Scattering. Amsterdam : Informatics Institute, 2003. (IAS-UVA-03; 02).
ten Hagen, S.H.G. ; Kröse, B.J.A. / Learning to navigate using a lazy map. Proceedings of the 11th International Conference on Advanced Robotics, ICAR'03. editor / A.T. de Almeida ; U Nunes. Coimbra, Portugal, 2003. pp. 299-304
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ten Hagen, S.H.G. ; van Someren, M. ; Hollink, V. / Exploration/exploitation in adaptive recommender systems. Proceedings of the European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems. Oulu, Finland, 2003.
ten Hagen, S.H.G. / Good Features to Map. Proc. (IEEE/RSJ) International Conference on Intelligent Robots and Systems. Las Vegas, USA, 2003. pp. 1512-1517
van den Heuvel, J.C. ; Kleijweg, J.C.M ; van der Mark, W. ; Lievers, M. ; Kester, L.J.H.M. / Obstacle detection for people movers using vision and radar. Proceedings 10th World Conference on Intelligent Transport Systems and Services. Madrid, Spain, 2003.
van der Mark, W. ; van den Heuvel, J.C. ; den Breejen, E.K. ; Groen, F.C.A. / Camera-based platform and sensor motion tracking for data fusion in a landmine detection system. Unmanned Ground Vehicle Technology V, Proceedings of SPIE. Orlando, Florida, 2003. pp. 380-389
van der Mark, W. ; van den Heuvel, J.C. ; den Breejen, E.K. ; Groen, F.C.A. / Camera based motion tracking for data fusion in a landmine detection system. Proceedings of IEEE Instrumentation and Measurement Technology Conference, IMTC 2003. Vail, Colorado, USA, 2003. pp. 817-822
van Dorp, P. ; Groen, F.C.A. / Human walking estimation with radar. In: IET Radar, Sonar & Navigation. 2003 ; Vol. 150, No. 5. pp. 356-365.
van Someren, M. ; Hollink, V. ; ten Hagen, S.H.G. / Greedy recommending is not always optimal. Proc. of the 1st European Web Mining Forum (EWMF). Cavtat-Dubrovnik, Croatia, 2003.
Verbeek, J.J. ; Roweis, R.T. ; Vlassis, N. / Non-linear CCA and PCA by Alignment of Local Models. Advances in Neural Information Processing Systems. editor / S. Thrun ; L. Saul. MIT Press, 2003.
Verbeek, J.J. ; Vlassis, N. ; Nunnink, J.R.J. / A variational (E)(M) algorithm for large-scale mixture modeling. Proceedings 8th Ann.Conf. of the Advanced School for Computing and Imaging (ASCI). Heijen, The Netherlands, 2003.
Verbeek, J.J. ; Vlassis, N. ; Kröse, B.J.A. / Self-Organization by Optimizing Free-Energy. Proceedings of European Symposium on Artificial Neural Networks. editor / M. Verleysen. Evere, Belgium : D-side, 2003.
Verbeek, J.J. ; Vlassis, N. ; Kröse, B.J.A. / Non-linear feature extaction by the coordination of mixture models. Proc. 8th Ann. Conf. of the Advanced School for Computing and Imaging (ASCI). Heijen, The Netherlands, 2003.
Verbeek, J.J. ; Vlassis, N. ; Kröse, B.J.A. / Efficient Greedy Learning of Gaussian Mixture Models. In: Neural Computation. 2003 ; Vol. 15, No. 2. pp. 469-485.
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Withagen, P.J. ; Groen, F.C.A. ; Schutte, K. / (EM) switch: a multi-hypothesis approach to (EM) background modelling. Proceedings of the Advanced Concepts for Intelligent Vision Systems conference (ACVIS). Ghent, Belgium : Ghent University, 2003. pp. 199-206
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2002
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Dorst, L. ; Doran, C. ; Lasenby, J. / Applications of Geometric Algebra in Computer Science and Engineering. Boston, MA : Birkhäuser, 2002. 478 p.
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Kok, J.R. ; Vlassis, N. / Mutual Modeling of Teammate Behavior. Amsterdam : Informatics Institute, 2002. (IAS-UVA; 02-04).
Kok, J.R. ; Spaan, M.T.J. ; Vlassis, N. / An approach to noncommunicative multiagent coordination in continuous domains. Proceedings of the Twelfth Belgian-Dutch Conference on Machine Learning. editor / M. Wiering. Utrecht : Benelearn 2002, 2002. pp. 46-52
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Vlassis, N. ; Motomura, Y. ; Kröse, B.J.A. / Supervised Dimension Reduction of Intrinsically Low-dimensional Data. In: Neural Computation. 2002 ; Vol. 14, No. 1. pp. 191-215.
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2001
Asoh, H. ; Vlassis, N. ; Motomura, Y. ; Asano, F. ; Hara, H. ; Hayamizu, S. ; Itou, K. ; Kurita, T. ; Matsui, T. ; Bunschoten, R. ; Kröse, B.J.A. / Jijo-2: An office robot that communicates and learns. In: IEEE Intelligent Systems. 2001 ; Vol. 16, No. 5. pp. 46-55.
Bunschoten, R. ; Kröse, B.J.A. / 3-d scene reconstruction from cylindrical panoramic images. Proceedings of the 9th International Symposium on Intelligent Robotic Systems (SIRS' 2001). Toulouse, France : LAAS-CNRS, 2001. pp. 199-205
Bunschoten, R. ; Kröse, B.J.A. / Range estimation form a pair of omnidirectional images. Proceedings IEEE International Conference on Robotics and Automation. Seoul, Korea, 2001. pp. 1174-1179
Bunschoten, R. ; Kröse, B.J.A. / 3-d scene reconstruction from multiple panoramic images. Proceedings of the 7th annual conference of the Advanced School for Computing and Imaging (ASCI 2001). The Netherlands : Heijen, 2001. pp. 49-54
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Dorst, L. / Objects in contact: boundary collisions as geometric wave propagation. Geometric Algebra with Applications in Science and Engineering. editor / G. Sobczyck ; E. Bayro-Corrochano. Birkhäuser, 2001. pp. 349-370 (Chapter 17).
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Massios, N.A. ; Dorst, L. ; Voorbraak, F.P.J.M. / A strategy for robot surveillance using the hierarchical structure of the environment. IJCAI'01 Workshop on Reasoning with Uncertainty in Robotics. Seattle, 2001. pp. 43-50
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van der Mark, W. ; Groen, F.C.A. ; van den Heuvel, J.C. / Stereo based navigation in unstructured environments. Proceedings IEEE Instrumentation and Measurements Conference. Budapest, Hungary, 2001. pp. 2038-2042
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2000
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Kröse, B.J.A. ; Dev, A. ; Groen, F.C.A. / Heading Direction for a mobile robot from optic flow. In: Image and Vision Computing. 2000 ; Vol. 18, No. 5. pp. 415-424.
Kröse, B.J.A. ; Vlassis, N. ; Bunschoten, R. ; Motomura, Y. / Feature selection for appearance-based robot localization. Proceedings RWC 2000, Real World Computing Symposium. Real World Computing Partnership, 2000.
Kröse, B.J.A. / An efficient representation of the robot's environment. Proceedings Intelligent Autonomous Systems 6. editor / E Pagello ; F Groen ; T Arai ; R. Dillmann ; A. Stentz. Venice, Italy : IOS Press, 2000. pp. 589-596
Kröse, B.J.A. ; van den Bogaard, R. ; Hietbrink, N. / Programming robots is fun: Robocup Jr. 2000. Proceedings of the Twelfth Belgium-Netherlands Al Conference BNAIC' 00. editor / van den Bosch ; onbekend Weigand. 2000. pp. 29-36
Oud, M. ; Dooijes, E.H. ; van der Zee, J.S. / Asthmatic airways obstruction assessment based on detailed analysis of respiratory sound spectra. In: IEEE Transactions on Biomedical Engineering. 2000 ; Vol. 47, No. 11. pp. 1450-1455.
Portegies Zwart, J. ; Kröse, B.J.A. / Constraint mixture modeling of intrinsically low-dimensional distributions. 15th International Conference on Pattern Recognition, Volume 2: Pattern Recognition and Neural Networks. editor / A Sanfeliu ; J.J. Villanueva ; M. Vanrell ; R. Alqu' ezar ; A.K. Jain ; J Kittler. Vol. 2 Barcelona, Spain : IEEE, 2000. pp. 610-613
Spoelder, H.J.W. ; Vos, F.M. ; Petriu, E.M. ; Groen, F.C.A. / Some Aspects of Pseudo Random Binary Array-Based Surface Characterization. In: IEEE Transactions on Instrumentation and Measurement. 2000 ; Vol. 49, No. 6. pp. 1331-1336.
ten Hagen, S.H.G. ; Kröse, B.J.A. / Neural Q-Learning. Amsterdam : Informatics Institute, 2000. (IAS-UVA report; 00-09).
van Leeuwen, M.B. ; Groen, F.C.A. / Motion Estimation in Image Sequences for Traffic Applications. Proceedings IEEE Instrumentation and Measurement Conference IMTC ' 00. Baltimore (MD), Usa : IEEE, 2000. pp. 354-359
van Leeuwen, M.B. ; Groen, F.C.A. / Motion Estimation with a Mobile Camera for Traffic Applications. Proceedings IEEE Intelligent Vehicles Symposium IVS' 00. Detroit (MI), USA : IEEE Inc., 2000. pp. 58-63
Verbeek, J.J. ; Vlassis, N. ; Kröse, B.J.A. / A k-segments algorithm to finding principal curves. Amsterdam : Informatics Institute, 2000. (IAS Uva; 00-11).
Visser, A. (Author). / Traffic measurements along the Dutch motorway A12. [Software].
Vlassis, N. ; Motomura, Y. ; Kröse, B.J.A. / Supervised Linear Feature Extraction for Mobile Robot Localization. Proceedings IEEE Int. Conf. on Robotics and Automation. IEEE, 2000. pp. 2979-2984
Vlassis, N. ; Likas, A. / A greedy EM algorithm for Gaussian misture learning. Amsterdam : Informatics Institute, 2000. (IAS- UVA; 00-08).
Vlassis, N. ; Likas, A. ; Kröse, B.J.A. / A multivariate kurtosis-based approach to Gaussian misture modeling. Amsterdam : Informatics Institute, 2000. (IAS-UVA; 00-04).
1999
Dev, A.. / Visual navigation on optical flow. Amsterdam, 1999.
Dooijes, E.H. ; Hamstra-Bletz, E. / Topological description of cursive handwriting. Historische Hilfswissenschaften 4: Methoden der Schriftbeschreibung. editor / P. Rueck. Jan Thorbecke Verlag, 1999. pp. 177-182
Huizing, A.G. ; Groen, F.C.A. / A probabilistic approach to target classification. Fuzzy Systems and Soft Computing in Nuclear Engineering. editor / Da Ruan. Stuttgart : Springer Verlag, 1999. pp. 413-432
Kröse, B.J.A. ; Bunschoten, R. / Probabilistic localization by appearance models and active vision. Proc 1999 IEEE Int. Conf. on Robotics and Automation. 1999. pp. 2255-2260
Kröse, B.J.A. ; Bunschoten, R. ; Vlassis, N. ; Motomura, Y. / Appearance based robot localization. Proc. IJCAI-99 Workshop on adaptive spatial representations of dynamic environments. editor / G. Kraetzschmar. 1999. pp. 53-58
Lubbers, J. ; Spaans, R.R. ; Groen, F.C.A. / User-oriented system for developing behavior-based agents. RoboCup-98: Robot Soccer World Cup II, Lecture notes in Artificial Intelligence 1604. editor / Minoru ; Asada ; Kitano ; Hiroaki. Springer, 1999.
Mann, S. ; Dorst, L. ; Bouma, T. / The making of a geometric algebra package in Matlab. Waterloo, ON : University of Waterloo, 1999.
Massios, N.A. ; Voorbraak, F.P.J.M. / Hierarchical Decision-theoretic Robotic Surveillance. IJCAI'99 Workshop on Reasoning with Uncertainty in Robot Navigation. 1999. pp. 23-33
Massios, N.A. ; Voorbraak, F.P.J.M. / Hierarchical Decision Theoretic Planning for Autonomous Robotic Surveillance. EUROBOT'99 3rd European Workshop on Advanced Robotics. 1999. pp. 219-226
Massios, N.A. ; Voorbraak, F.P.J.M. / Hierarchical decision-theoretic robotic surveillance. Amsterdam : vg logic/info (oud WINS), 1999.
Motomura, Y. ; Vlassis, N. ; Kröse, B.J.A. / Probabilistic robot localization and situated feature focusing. IEEE System, Machine and Cybernetics Conf, Tokyo. 1999.
Motomura, Y. ; Vlassis, N. ; Kröse, B.J.A. / Environment modeling via PCA regression and situated feature focusing. Proc. 24th SIG-MPS (Special Interest Group on Mathematical Modeling and Problem Solving) of the Information Processing Society of Japan, IPSJ SIG Notes vol.99 no.36. Vol. 99 1999. pp. 37-40
Oud, M. ; Rijssenbeek-Nouwens, L.H.M.D. ; Vaghi, D. ; Dooijes, E.H. ; Rietveld, S. / Characteristics and diagnostic significance of spontaneous wheezing in children with asthma; results of continuous in vivo sound recording. In: Journal of Asthma. 1999 ; Vol. 36, No. 4. pp. 351-358.
Rietveld, S. ; Oud, M. ; Dooijes, E.H. / Classification of asthmatic breath sounds: preliminary results of the classifying capacity of human examiners versus artificial neural networks. In: Computers and Biomedical Research. 1999 ; Vol. 32, No. 5. pp. 440-448.
ten Hagen, S.H.G. ; l' Ecluse, D. ; Kröse, B.J.A. / Q-Learning for Mobile Robot Control. BNAIC'99, Proc. of the 11th Belgium-Netherlands Conference on Artificial Intelligence. editor / M. Gyssens ; E. Postma. 1999. pp. 203-210
van Leeuwen, M.B. ; Groen, F.C.A. ; Dev, A. / Requirements for Motion Estimation in Image Sequences for Traffic Applications. IEEE Instrumentation and Measurement Technology Conference. Venice, Italy, 1999.
Vlassis, N. ; Kröse, B.J.A. / Mixture conditional density estimation with the EM algorithm. ICANN'99, 9th Int. Conf. on Artificial Neural Networks. IEEE, 1999. pp. 821-825
Vlassis, N. ; Kröse, B.J.A. / Robot environment modeling via principal component regression. Proc. IROS'99, IEEE/RSJ Int. Conf. on Intelligent Robots and Systems. 1999. pp. 677-682
Vlassis, N. ; Likas, A. / A kurtosis-based dynamic approach to Gaussian mixture modeling. In: IEEE transactions on systems, man and cybernetics. Part A, Systems and humans. 1999 ; Vol. 29. pp. 393-399.
Vlassis, N. ; Motomura, Y. ; Kröse, B.J.A. / An information-theoretic localization criterion for robot map building. Proc. ACAI'99, Int. Conf. on Machine Learning and Applications. 1999. pp. 1-6
Wiering, M.. / Explorations in efficient reinforcement learning. 1999.
1998
Corten, E. ; Rondema, E. / Team description of the Windmill Wanderers. In: Proceedings on the second Robocup Workshop. 1998 ; pp. 347-352.
Corten, E. ; Dorst, L. ; Kröse, B.J.A. / The design of OASIS: Open archtitecture for Simulations with Intelligent Systems. Proc ESM '98. editor / D. Moeller ; R. Zobel. Manchester : SCS Publication, 1998. pp. 455-459
Corten, E. ; Dorst, L. ; Kröse, B.J.A. / OASIS: Open architecture for simulations with intelligent systhems. Proc IAS-5. editor / Y. Kakazu ; M. Wada. Saporo : IOS Press, 1998. pp. 6-12
Dam, J.. / Environment modelling for mobile robots: neural learning for sensor fusion. Amsterdam, 1998. 224 p.
Dev, A. ; Kröse, B.J.A. ; Groen, F.C.A. / Where are you driving to? Heading direction for a mobile robot from optic flow. In: IEEE Transactions on Robotics and Automation. 1998 ; pp. 1578-1583.
Dev, A. ; Kröse, B.J.A. ; Groen, F.C.A. / Predicting the future path from optic flow. Proc. 1998 RWC Symposium, Tokyo June 9-10 1998, RWC Technical Report TR-98001. Tokyo, 1998. pp. 265-270
Dorst, L. ; Hoekstra, A. ; van den Akker, J.M. ; Breeman, J. ; Groen, F.C.A. ; Lagerberg, J. ; Visser, A. ; Yakali, H. ; Hertzberger, L.O. / Evaluation automatic debiting systems by modelling and simulation of virtual sensors. In: IEEE Transactions on Instrumentation and Measurement. 1998 ; Vol. 1, No. 2. pp. 18-25.
Dorst, L. / The behaviors of a car: a study in abstraction of goal directed motions. In: IEEE transactions on systems, man and cybernetics. Part A, Systems and humans. 1998 ; Vol. 28, No. 6. pp. 811-822.
Haak, W. ; Groen, F.C.A. ; Holweg, E. / Automated model verification of the international space station for path planning. Proceedings IAS-5. editor / M. Wada ; Y. Kakazu ; T. Sato. IOS Press, 1998. pp. 462-469
Huizing, A.G. ; Groen, F.C.A. / Possibilistic decision making in sensor systhems. Fuzzy logic and intelligent technologies for nuclear science and industry. editor / H. Ait Abderrahim ; D. Ruan ; P. D'hondt ; E.E. Kerre. Singapore : World Scientific, 1998. pp. 228-237
Kröse, B.J.A. / Environtment learning and localisation in sensor-space. In: Artificial Intelligence. 1998 ; pp. 229-239.
Lubbers, J. ; Spaans, R.R. / The priority/confidence model as a framework for soccer agents. In: Proceedings on the second Robocup Workshop. 1998 ; pp. 99-108.
Lubbers, J. ; Spaans, R.R. ; Corten, E. ; Groen, F.C.A. / AIACS: A Robotic soccer team using the priority/confidence model. In: Artificial Intelligence. 1998 ; pp. 127-135.
Massios, N.A. ; Fisher, R.B. / A best next view selection algorithm Incorporating a quality criterion. Proceedings of the Ninth British Machine Vision Conference : University of Southampton, UK, September 14-17, 1998. editor / P.H. Lewis ; M.S. Nixon. Vol. 2 Southampton : British Machine Vision Association, 1998. pp. 780-789
Massios, N.A. ; Voorbraak, F.P.J.M. / Planning strategies for decision-theoretic robotic surveillance. 10th Netherlands/Belgium Conf. on Artificial Intelligence (NIAC'98). Amsterdam, 1998. pp. 117-126
Oud, M. (Author) ; Dooijes, E.H. (Author) ; van der Veen, M.J. (Author). / Classification of astmatic lung sound spectra. [Software].
Spoelder, H.J.W. ; Vos, F.M. ; Groen, F.C.A. ; Petriu, E.M. / Some aspects of pseudo random binary array based surface characterisation. Proc. IMTC/98. editor / E.M. Petriu ; R. Hunter. IEEE Press no 98 ch36222, 1998. pp. 2-7
ten Hagen, S.H.G. ; Kröse, B.J.A. / Pseudo-parametric Q-learning using feedforward neural networks. ICANN'98 Proceedings of the international conference no artificial neural networks. editor / M. Boden ; L. Niklasson. Heidelberg : Springer, 1998. pp. 449-454
ten Hagen, S.H.G. ; Kröse, B.J.A. / Linear Quadratic Regulation using reinforcement learning. Proc. of the 8th Belgian-dutch Conf. on machine learning BENELEARN-98. editor / W. van der Broek ; F. Verdenius. Wageningen, 1998. pp. 39-46
ten Hagen, S.H.G. ; Kröse, B.J.A. / Reinforcement learning for realistic manufacturing processes. CONALD 98. Pittsburgh, 1998.
Voorbraak, F.P.J.M. ; Massios, N.A. / Decision-theoretic planning for autonomous robotic surveillance. ECAI workshop decision theory meets artificial intelligence-qualitative and quantitative approaches. Brighton, 1998. pp. 23-32
Wijkstra, M. ; Dooijes, E.H. ; Witter, M.P. ; Groen, F.C.A. / Interactive representation of anatomical data on neural connectivity in the rat hippocampus. In: European Journal of Neuroscience. 1998 ; Vol. 10, No. 10.
1997
Desain, P. ; Honing, H. / Music, Mind, Machine: beatinductie computationeel modelleren. In: Informatie. 1997 ; Vol. 39. pp. 48-53.
Desain, P. ; Honing, H. ; Heijink, H. / Robust score-performance matching: taking advantage of structural information. Proceedings of the 1997 International Computer Music Conference. 1997. pp. 337-340
Desain, P. ; Honing, H. / Structural Expression Component Theory (SECT), and a method for decomposing expression in music performance. Proceedings of the Society for Music Perception and Cognition. 1997. pp. 38-38
Dev, A. ; Kröse, B.J.A. ; Groen, F.C.A. / Confidence measures for image motion estimation. Proceedings 1997 RWC Symposium. 1997. pp. 199-206 (RWC Technical Report; TR-96001).
Dev, A. ; Kröse, B.J.A. ; Groen, F.C.A. / Navigation of a mobile robot on the temporal development of the optic flow. Proceedings IROS'97. IEEE, 1997. pp. 558-563
Dorst, L. / Bottom-up derivation of the qualitatively different behaviors of a car across varying spatio-temporal scales: a study in abstraction of goal-directed motion. Algebraic Frames for the Perception-Action Cycle. editor / J.J. Koenderink ; G. Sommer. Springer, 1997. pp. 344-355 (Lecture Notes in Computer Science; 1315).
Dorst, L. / Two ph.d. theses on robot path planning using navigation functions. In: NVKI Newsletter. 1997 ; Vol. 14, No. 1. pp. 13-15.
Dorst, L. ; Groen, F.C.A. ; van den Akker, J.M. ; Breeman, J. ; Hoekstra, A.G. ; Lagerberg, J.M. ; Visser, A. ; Yakali, H. ; Hertzberger, L.O. / The virtual sensor concept applied to simulation: the evaluation of automatic debiting systems. 1997 Workshop on Emergent Technologies and Virtual Systems for Instrumentation and Measurements. Canada, 1997. pp. 118-124
Dorst, L. ; Erkamp, H. / Generating effective exploration from a sensor space representation of robot perception. onbekend : onbekend (FdL), 1997. (Technical report).
Hoekstra, A.G. ; Dorst, L. ; Bergman, M. ; Lagerberg, J. ; Visser, A. ; Yakali, H. ; Groen, F. ; Hertzberger, L.O. / High performance discrete event simulations to evaluate complex industrial systems, the case of automatic. In: Lecture Notes in Computer Science. 1997 ; Vol. 1225. pp. 41-50.
Hoekstra, A.G. ; Dorst, L. ; Bergman, M. ; Lagerberg, J. ; Visser, A. ; Yakali, H. ; Groen, F. ; Hertzberger, L.O. / Modelling and simulation of automatic debiting systems for electronic toll collection on motor highways. Applied Modelling and Simulation: proceedings, IASTED international conference, July 27-August 1, 1997, Banff, Canada. editor / M.H. Hamza. Anaheim, CA [etc.] : IASTED Acta Press, 1997. pp. 104-108
Huizing, A. ; Theil, A.G. ; Groen, F.C.A. / A comparison of a possibilistic and probabilistic classifier in a multitarget tracking environment. IEE Radar 97. London : IEE, 1997. pp. 614-619
Kröse, B.J.A. ; Dev, A. ; Benavent, X. ; Groen, F.C.A. / Visual navigation on optic flow. Proceedings 1997 RWC Symposium. 1997. pp. 89-95 (RWC Technical Report; TR-96001).
Kröse, B.J.A. ; van Dam, J.W.M. / Neural Vehicles. Neural Systems for Robotics. Academic Press, 1997. pp. 271-296
Smeulders, A.W.M. ; Dorst, L. ; Worring, M. / Measurement and characterisation in vision geometry. SPIE Vision Geometry. editor / L. Latechi ; R. Melter. 1997. pp. 2-20
Spoelder, H.J.W. ; Ullings, A.H. ; Groen, F.C.A. / Virtual instrumentation: a survey of standards and their interrelation. Conference Record IMtc97, Vol. 1. 1997. pp. 676-681
Spoelder, H.J.W. ; Vos, F.M. ; Petriu, E.M. ; Groen, F.C.A. / A study on the robustness of prba based surface characterization. Conference Record IMtc97, Vol. 2. 1997. pp. 830-835
Stomp, P. ; Wortel, M.P. ; Kröse, B.J.A. ; Stuurman, F. / Neural networks for the analysis of flight-booking profiles. Neural Networks: Best Practice in Europe: proceedings of the Stichting Neurale Netwerken conference 1997, Amsterdam, The Netherlands, 22 May 1997. editor / B. Kappen ; S. Gielen. Singapore : World Scientific, 1997. pp. 206-209 (Progress in neural processing).
Struzik, Z.R. ; Dooijes, E.H. ; Groen, F.C.A. / Fitting the generic multi-parameter cross-over model: towards realistic scaling estimates. Fractal 97, Fractals in the Natural and Applied Sciences, 4th International Multidisciplinary Conference. editor / T.G. Dewey ; M.M. Novak. World Scientific, 1997. pp. 189-198
ten Hagen, S.H.G. ; Kröse, B.J.A. / A short introduction to reinforcement learning. Proc. of the 7th Belgian-Dutch Conf. on Machine Learning. editor / P. Flach ; W. Daelemans ; A. van den Bosch. 1997. pp. 7-12 (BENELEARN; 97).
ten Hagen, S.H.G. ; Kröse, B.J.A. / Towards a reactive critic. Proc. of the 7th Belgian-Dutch Conf. on Machine Learning. editor / P. Flach ; W. Daelemans ; A. van den Bosch. 1997. pp. 49-58 (BENELEARN; 97).
ten Hagen, S.H.G. ; Kröse, B.J.A. / Generalizing in td(lambda) learning. Proceedings of the third Joint Conference of Information Sciences. editor / P.P. Wang. 1997. pp. 319-322
van den Boomgaard, R. ; Dorst, L. / The morphological equivalent of gaussian scale-space. Gaussian Scale-Space Theory. editor / M. Nielsen ; J. Sporring ; L. Florack ; P. Johansen. Kluwer, 1997. pp. 203-220
van der Heiden, R. ; van Ewijk, L.J. ; Groen, F.C.A. / In-flight measurements and rcs-predictions: A comparison on broad-side radar range profiles of a boeing 737. IEE Radar 97. London : IEE, 1997. pp. 444-448
van der Heiden, R. ; Groen, F.C.A. / The box-cox metric for nearest neighbour classification improvement. In: Pattern Recognition. 1997 ; Vol. 30, No. 2. pp. 273-279.
Vos, F.M. ; van der Heijde, G.L. ; Spoelder, H.J.W. ; van Stokkum, I.H.M. ; Groen, F.C.A. / A new instrument to measure the shape of the cornea based on pseudo random colour coding. In: IEEE Transactions on Instrumentation and Measurement. 1997 ; Vol. 46. pp. 794-797.
Wijkstra, M.. / Building a computer model for the rat hippocampus. Amsterdam : University of Amsterdam, 1997.
Yakali, H. ; Kröse, B.J.A. ; Dorst, L. / Vision-based 6-dof robot end-effector positioning using neural networks. Proceedings 1997 RWC Symposium. 1997. pp. 191-198 (RWC Technical Report; TR-96001).
Yakali, H. ; Dorst, L. ; Kröse, B.J.A. / Pose characterization by independent moment-based image features of planar objects. onbekend : onbekend (FdL), 1997. (Technical report).
1996
Desain, P. ; Honing, H. / Pas op voor de tempocurve! [Beware of the Tempo Curve]. In: Nieuwsbrief Nederlandse Vereniging voor Psychonomie. 1996 ; Vol. 1. pp. 4-7.
Desain, P. ; Honing, H. / Pas op voor de tempocurve! [Beware of the Tempo Curve]. In: Nieuwsbrief Nederlandse Vereniging voor Psychonomie. 1996 ; Vol. 2. pp. 11-13.
Desain, P. ; Honing, H. / Pas op voor de tempocurve! [Beware of the Tempo Curve]. In: Nieuwsbrief Nederlandse Vereniging voor Psychonomie. 1996 ; Vol. 3. pp. 8-11.
Desain, P. ; Honing, H. / Modeling Continuous Aspects of Music Performance: Vibrato and Portamento. Proceedings of the 4th International Music Perception and Cognition Conference. Montreal : McGill University, 1996.
Desain, P. ; Honing, H. / Physical motion as a metaphor for timing in music: the final ritard. Proceedings of the 1996 International Computer Music Conference. San Francisco : ICMA, 1996. pp. 458-460
Desain, P. ; Honing, H. / Mentalist and physicalist models of expressive timing. Abstracts of the 1996 Rhythm Perception and Production Workshop. Munchen : Max Planck-Institute, 1996. pp. 14
Dorst, L. ; van Lambalgen, M. ; Voorbraak, F.P.J.M. / Reasoning with Uncertainty in Robotics. Heidelberg : Springer Verlag, 1996. (Lecture Notes in Artificial Intelligence; 1093).
Kröse, B.J.A. ; van Dijk, B.W. / Neurale netwerken. Tijd & Leven, biofysica in Nederland. Haarlem : Teylers Museum, 1996. pp. 42-47
Oud, M. / Classification and recognition of asthmatic breathing sounds. Solving Engineering Problems with Neural Networks. editor / S. Kallio ; A.B. Bulsari ; D. Tsaptsinos. London : Systeemitekniikan seura ry, Turku, 1996. pp. 414-418
Oud, M. ; Dooijes, E.H. / Automated breath sound analysis. CD-ROM containing conference proceedings. Amsterdam : IEEE, Engineers in Medicine and Biology Society, 1996. pp. 4.2-4.3
Petriu, E.M. ; Petriu, D.C. ; Groen, F.C.A. ; Spoelder, H.J.W. ; Yeung, S.K. ; Elgazzar, S. ; Korba, L. / Multisensor System for Mobile Robot navigation. Conference Record IMtc96. 1996. pp. 388-392
Rietveld, S. ; Dooijes, E.H. / Characteristics and diagnostic significance of wheezes during exercise-induced airway obstruction in children with asthma. In: Chest. 1996 ; Vol. 110, No. 3. pp. 624-631.
Schram, G. ; Linden, F.X. ; Kröse, B.J.A. ; Groen, F.C.A. / Visual Tracking of Moving Objects using a Neural Network Controller. In: Robotics and Autonomous Systems. 1996 ; Vol. 18. pp. 293-299.
Schram, G. ; Kröse, B.J.A. ; Babuska, R. ; Krijgsman, A.J. / Neurocontrol by Reinforcement Learning. In: Journal a (Journal on Automatic Control), Special Issue on Neurocontrol. 1996 ; Vol. 37, No. 3. pp. 59-64.
Struzik, Z.R.. / From coastline length to inverse fractal problem: the concept of fractal metrology. 1996.
Struzik, Z.R. / Assessing Scaling Phenomena with the Help of the Wavelet Transform Modulus Maxima and Bifurcation Representations. Proceedings of the Summer School on Classical Scale Space, Copenhagen. Copenhagen : Technical University Copenhagen, DIKU, 1996.
Struzik, Z.R. / Assessing Scaling Phenomena in Signals and Images with the Help of the Wavelet Transform. Papers, Summer School on Wavelets, Zakopane, Poland. editor / T. Reginska ; A. Swierniak. Institute of Mathematics, Polish Academy of Science, 1996. pp. 61-70
Struzik, Z.R. ; Dooijes, E.H. ; Groen, F.C.A. / Assessing Renormalisation Properties of Fractals with the Wavelet Transform. Proceedings of the 8th Joint EPS-APS International Conference on Physics Computing. editor / M. Bubak ; P. Borcherds ; A. Maksymowicz. Academic Computer Centre CYFRONET-KRAKOW, 1996. pp. 297-300
Struzik, Z.R. / Solving the two-dimensional inverse fractal problem with the wavelet transform. In: Fractals. 1996 ; Vol. 4, No. 4. pp. 469-475.
Trovato, K.I.. / A* planning in discrete configuration spaces of autonomous systems. 1996. 192 p.
van Dam, J.W.M. ; Kröse, B.J.A. ; Groen, F.C.A. / Adaptive Sensor Models. 1996 IEEE/SICE/RSJ Intr. Conf. on Multisensor Fusion and Integration for Intelligent Systems, Washington D.C. 1996. pp. 705-712
van Dam, J.W.M. ; Kröse, B.J.A. ; Groen, F.C.A. / Neural Network Applications in Sensor Fusion for an Autonomous Mobile Robot. Reasoning with Uncertainty in Robotics. editor / M. van Lambalgen ; L. Dorst ; F. Voorbraak. Springer Verlag, 1996. pp. 263-277
van den Boomgaard, R. ; Dorst, L. ; Makram-Ebeid, S. ; Schavemaker, J.G.M. / Quadratic structuring functions in mathematical morphology. Mathematical Morphology and its Applications to Image and Signal Processing. editor / R. Shafer ; P. Maragos ; X. Butt. Kluwer, 1996. pp. 147-154
van den Boomgaard, R. ; Dorst, L. ; Makram-Ebeid, S. ; Schavemaker, J.G.M. / Quadratic structuring functions in mathematical morphology. Mathematical Morphology and its Applications to Image and Signal Processing. editor / M. Shafer ; P. Maragos ; R. Butt. Kluwer, 1996. pp. 147-154
van der Heiden, R. ; Groen, F.C.A. / The Box-Cox metric for nearest neighbour classification improvement - application on radar range profiles. FEL-TNO, 1996. (Technical Report FEL; 95-A258).
van der Heiden, R. ; Groen, F.C.A. / A metric for the Radial Basis Function Network - Application on real radar data. World Congress on Neural Networks - 1996. Mahwah : Lawrence Erlbaum Ass., Inc., 1996. pp. 363-367
van der Smagt, P.P.P. ; Groen, F.C.A. ; Schulten, K.A.J. / Analysis and control of a rubbertuator arm. In: Biological Cybernetics. 1996 ; Vol. 75, No. 5. pp. 433-440.
Vos, F.M. (Author) ; Spoelder, H.J.W. (Author) ; van Stokkum, I.H.M. (Author) ; van der Heijde, G.L. (Author) ; Groen, F.C.A. (Author). / Measurement, Modelling and Visualization of the Shape of the Cornea. [Software].
Vos, F.M. ; van der Heijde, G.L. ; Spoelder, H.J.W. ; van Stokkum, I.H.M. ; Groen, F.C.A. / A new PRBA-based instrument to measure the shape of the cornea. Conference Record IMtc96. 1996. pp. 416-421
Vysniauskas, V.. / Performance issues of feedforward neural networks. 1996.
1995
Dev, A. ; Kröse, B.J.A. ; Groen, F.C.A. / Recovering Patch Parameters from The Optic Flow using Auto Associative Neural Networks. Proceedings of the 1995 International Conference on Intelligent Autonomous Systems. 1995. pp. 213-216
Dooijes, E.H. / De computer is rijp voor het museum. Collecties, Jaarboek 1995 van de Universiteit van Amsterdam. editor / H. van Galen. Amsterdam : Vossiuspers, 1995. pp. 48-55
Groen, F.C.A. ; Struzik, Z.R. ; Dooijes, E.H. / The Solution of The Inverse Fractal Problem with the Help of the Wavelet Transform. Fractal Reviews in the Natural and Applied Sciences. editor / M.M. Novak. London : Chapman & Hall, 1995. pp. 332-343
Groen, F.C.A. ; Struzik, Z.R. ; Dooijes, E.H. / The Tree-Matching Algorithm for the Solution of the Inverse Fractal Problem with the Help of wavelet decomposition. ASCI '95, Proceedings of the first annual conference of the Advanced School for Computing and Imaging, Heijen, The Netherlands, May 16-18, 1995. editor / J. van Katwijk et al. Delft : ASCI, 1995. pp. 193-202
Groen, F.C.A. ; van der Smagt, P.P.P. ; Dev, A. / A Visually Guided Robot and a Neural Network Join to Grasp Slanted Objects. Neural Networks: Artificial intelligence and industrial application. editor / S. Gielen ; B. Kappen. Springer Verlag, 1995. pp. 121-128
Groen, F.C.A. ; van der Heiden, R. / Distance based range profile classification techniques for aircraft recognition by radar - a comparison on real radar data. Tactical Aerospace C3I in Coming Years. AGARD (CP-557), 1995. pp. 17.1-17.7
Groen, F.C.A. ; Dev, A. ; Kröse, B.J.A. / Learning Multi Valued Mappings with Auto Associative Neural Networks: Structure from motion. IAS-4. Karlsruhe, 1995.
Groen, F.C.A. ; Dev, A. ; Kröse, B.J.A. / Learning Structure from Motion: How to represent Two-Valued Functions. Neural Networks : Artificial intelligence and industrial applications. editor / S. Gielen ; B. Kappen. Nijmegen : Springer Verlag, 1995. pp. 144-150
Groen, F.C.A. ; van Dam, J.W.M. ; Kröse, B.J.A. / Neural network applications in sensor fusion for an autonomous mobile robot. Proc. of Int. Workshop Reasoning with Uncertainty in Robotics. editor / L. Dorst ; F. Voorbraak ; M. van Lambalgen. Amsterdam, 1995. pp. 1-19
Honing, H. ; Desain, P. / Computational models of beat induction: the rule-based approach. Working Notes: Artificial Intelligence and Music. editor / G. Widmer. Montreal : IJCAI, 1995. pp. 1-10
Honing, H. / The vibrato problem: comparing two solutions. In: Computer Music Journal. 1995 ; Vol. 19, No. 3. pp. 32-49.
Honing, H. ; Desain, P. / Computationeel modelleren van beat-inductie. Van frictie tot wetenschap. Jaarboek 1994-1995. Vereniging van Academie-onderzoekers, 1995. pp. 83-95
Jansen, A. ; van der Smagt, P.P.P. ; Groen, F.C.A. / Nested Networks for Robot Control. Applications of Neural Networks. editor / A.F. Murray. Dordrecht : Kluwer Academic Publishers, 1995. pp. 221-239
Kappert, P. ; Desain, P. ; Honing, H. / Expresso: het retoucheren (en analyseren) van pianouitvoeringen. Abstracts vijfde congres Nederlandse Vereniging voor Psychonomie. Leiden : Vereniging voor Psychonomie, 1995. pp. 20-21
Mulder, J.D. ; Dooijes, E.H. / Spatial audio in graphical applications. Visualization in Scientific Computing. editor / H. Muller ; Gobel ; B. Urban. Wien, New York : Springer Verlag, 1995. pp. 215-229
Rietveld, S. ; Dooijes, E.H. ; Rijssenbeek-Nouwens, L.H.M. ; Smit, F. ; Prins, P.J.M. ; Kolk, A.M.M. ; Everaerd, W.T.A.M. / Characteristics of wheeze during histamine-induced airways obstruction in children with asthma. In: Thorax. 1995 ; Vol. 50, No. 2. pp. 143-148.
Schram, G. ; Linden, F.X. ; Kröse, B.J.A. ; Groen, F.C.A. / Predictive robot control with neural networks. Proceedings of the 1995 International Conference on Intelligent Autonomous Systems. editor / R. Dillmann ; U. Rembold ; L.O. Hertzberger ; T. Kanade. 1995. pp. 117-122
Struzik, Z.R. / The Wavelet Transform in the Solution to the Inverse Fractal Problem. In: Fractals. 1995 ; Vol. 3, No. 2. pp. 329-350.
van den Boomgaard, R. ; Dorst, L. / Orientation-based representations for mathematical morphology. Shape, Structure and Pattern Recognition. editor / D. Dori ; A. Bruckstein. World Scientific, 1995. pp. 13-22
van der Smagt, P.P.P. ; Groen, F.C.A. ; Kröse, B.J.A. / A Monocular Robot Arm can be Neurally Positioned. Proceedings of the 1995 International Conference on Intelligent Autonomous Systems. editor / R. Dillmann ; U. Rembold ; L.O. Hertzberger ; T. Kanade. IOS Press, 1995. pp. 123-130
van der Smagt, P.P.P. ; Groen, F.C.A. / Approximation with neural networks: Between local and global approximation. Proceedings of the 1995 International Conference on Neural Networks. Perth, Australia, 1995.
van der Smagt, P.P.P. ; Kröse, B.J.A. / Using Many-Particle Decomposition to get a Parallel Self-Organising Map. Proceedings of the 1995 Conference on Computer Science in the Netherlands. SION, 1995. pp. 241-250
van der Smagt, P.P.P.. / Visual robot arm guidance using neural networks. 1995.
Vysniauskas, V. ; Groen, F.C.A. ; Kröse, B.J.A. / Orthogonal incremental learning of a feedforward network. Proceedings of the 1995 International Conference on Artificial Neural Networks. editor / Gallinari ; Fogelman-Soulie. 1995. pp. 311-316
1994
Dev, A. ; Kröse, B.J.A. ; Dorst, L. ; Groen, F.C.A. / Observer Curve and Object Detection from the Optic Flow. Intelligent Robots and Computer Vision XIII. editor / D.P. Casasent. Boston : Spie, Bellingham, 1994. pp. 38-50
Dev, A. ; Dorst, L. ; Kröse, B.J.A. ; Groen, F.C.A. / Observer Curve and Obstacle Detection from Optic Flow. onbekend : onbekend (FdL), 1994. (Technical Report; CS 94-11).
Dooijes, E.H. ; Struzik, Z.R. / The fractal dimension of handwriting. Proc. IEE Workshop on Handwriting Analysis and Recognition. London : The Institution of Electrical Engineers, 1994. pp. 12/1-12/8
Dorst, L. ; van den Boomgaard, R. / Morphological signal processing and the slope transform. In: Signal Processing. 1994 ; Vol. 38. pp. 79-98.
Dorst, L. ; van den Boomgaard, R. / Two dual representations of mathematical morphology based on the parallel normal transport property. Mathematical morphology and its Application to Signal Processing 2. editor / P. Soille ; J. Serra. Dordrecht : Kluwer Academic Publishers, 1994. pp. 161-170
Hesselroth, T. ; Sarkar, K. ; van der Smagt, P.P.P. ; Schulten, K.A.J. / Neural network control of a pneumatic robot arm. In: IEEE transactions on systems, man and cybernetics. 1994 ; Vol. 24, No. 1. pp. 28-38.
Hesselroth, T. ; Sarkar, K. ; van der Smagt, P.P.P. ; Schulten, K.A.J. / Neural network control of a pneumatic robot arm. In: IEEE transactions on systems, man and cybernetics. 1994 ; Vol. 24, No. 1. pp. 28-38.
Honing, H. ; Desain, P. / Towards algorithmic descriptions for continuous modulations of musical parameters. Proceedings of the 1995 International Computer Music Conference. San Francisco : ICMA, 1994. pp. 393-395
Jansen, A. ; van der Smagt, P.P.P. ; Groen, F.C.A. / Nested Networks for Robot Control. Neural Network Applications. editor / A.F. Murray. Dordrecht : Kluwer Academic Publishers, 1994. pp. 221-239
Kröse, B.J.A. ; Eecen, M. / Self-learning maps for path planning in sensor space. ICANN'94, Proceedings of the International Conference on Artificial Neural Networks. editor / P.G. Morasso ; M. Marinaro. Berlin : Springer Verlag, 1994. pp. 1303-1306
Kröse, B.J.A. ; Eecen, M. / A self-organizing representation of sensor space for mobile robot navigation. Proceedings of the IEEE/RSJ/GI International Conference on Intelligent Robots and Systems. Piscataway, New York : IEEE, 1994. pp. 9-14
Nacken, P.F.M.. / Image Analysis Methods Based on Hierarchies of Graphs and Multi-Scale Mathematical Morphology. Amsterdam : CWI, 1994.
Orange, C.M. ; Groen, F.C.A. ; Antonissen, P.P.J. / An A* Algorithm for Inexact Polygon Matching. Computing Science in The Netherlands. editor / E. Bakker. Amsterdam : CWI, 1994. pp. 226-240
Orange, C.M. ; Groen, F.C.A. / Magnetic Contour Tracing. Workshop on Visualization and Machine Vision. editor / R. Jain ; A.R. Roa. Los Alamitos : IEEE Computer Society, 1994. pp. 33-44
Orange, C.M. ; Groen, F.C.A. / Model Based Corner Detection. Computer Vision and Pattern Recognition. editor / R.M. Bolle ; Y. Aloimonos. Los Alamitos : IEEE Computer Society, 1994. pp. 690-691
Orange, C.M.. / Supervised Boundary Formation. 1994. 167 p.
Schram, G. ; Karsten, L. ; Kröse, B.J.A. ; Groen, F.C.A. / Optimal Attitude Control of Satellites by Artificial Neural Networks: a Pilot Study. Preprints of IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC94). editor / A. Crespo. Valencia : Universidad Politechnica de Valencia, 1994. pp. 185-190
Schram, G. ; Karsten, L. ; Kröse, B.J.A. ; Groen, F.C.A. / Optimal Attitude Control of Satellites by Artificial Neural Networks: a Pilot Study. Preprints of IFAC Symposium on Artificial Intelligence in Real-Time Control (AIRTC94). editor / A. Crespo. Universidad Politechnica de Valencia, Serv. de Publicaciones, 1994. pp. 185-190
Struzik, Z.R. ; Dooijes, E.H. / Towards fractal metrology. Fractals in the Natural and Applied Sciences. editor / M. Novak. Amsterdam : North Holland, 1994. pp. 417-430
Struzik, Z.R. ; Dooijes, E.H. ; Groen, F.C.A. / The solution of the inverse fractal problem with the help of wavelet decomposition. Computing science in The Netherlands. editor / E. Backer. Amsterdam : CWI, 1994. pp. 306-317
van Dam, J.W.M. ; Kröse, B.J.A. ; Groen, F.C.A. / Optimising local Hebbian learning: use the delta-rule. Artificial neural networks. editor / P.G. Morasso ; M. Marinaro. Berlin : Springer Verlag, 1994. pp. 631-634
van Dam, J.W.M. ; Kröse, B.J.A. ; Groen, F.C.A. / CNN: a neural architecture that learns multiple transformations of spatial representations. Artificial neural networks. editor / P.G. Morasso ; M. Marinaro. Berlin : Springer Verlag, 1994. pp. 1420-1423
van Dam, J.W.M. ; Kröse, B.J.A. ; Groen, F.C.A. / Transforming the ego-centered internal representation of an autonomous robot with the Cascaded neural Network. Multisensor fusion and integration for intelligent systems. editor / R.C. Luo. Piscataway, NY : IEEE, 1994. pp. 667-674
van der Smagt, P.P.P. ; Groen, F.C.A. ; van het Groenewoud, F. / Robotic Hand-Eye Coordination using Multi-Resolution Linear Perceptron Representation. Proceedings of the 1994 Groningen Student Conference on Computer Science. editor / H.W. Klijn Hesselink ; H.M. Groenboom ; M.M. Lankhorst. Groningen : Rijksuniversiteit Groningen, 1994. pp. 85-92
van der Smagt, P.P.P. ; Groen, F.C.A. ; van het Groenewoud, F. / The locally linear nested network for robot manipulation. Proceedings of the IEEE International Conference on Neural Networks. editor / D. Ruck ; S. Rogers ; M. Wada ; D. Bounds. Piscataway, New York : IEEE, 1994. pp. 2787-2792
van der Smagt, P.P.P. / Simderella: a robot simulator for neuro-controller design. In: Neurocomputing. 1994 ; Vol. 6, No. 2. pp. 281-285.
van der Smagt, P.P.P. / Minimisation methods for training feed-forward networks. In: Neural Networks. 1994 ; Vol. 7, No. 1. pp. 1-11.
1988
Julesz, B. ; Kröse, B.J.A. / Visual texture perception: features and spatial filters. In: Nature. 1988 ; Vol. 333. pp. 302-303.
1987
Kröse, B.J.A. / Local structure analyzers as determinants of preattentive pattern discrimination. In: Biological Cybernetics. 1987 ; No. 55. pp. 286-298.