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2005 Papers

  • Allen, M., Gluck, J., MacLean, K. E., Tang, E. An Initial Usability Assessment for Symbolic Haptic Rendering of Music Parameters (Poster), in Proceedings of the 7th International Conference on Multimodal Interfaces, ICMI'05, pages 244-251, Trento, Italy, October 2005. [pdf]
  • Amershi S., Arksey N., Carenini G., Conati C., Mackworth A.,Maclaren H., Poole D. Designing CIspace: pedagogy and usability in a learning environment for AI. (ITiCSE 2005), 10th Annual Conference on Information and Technology in Computer Science Education, Monte de Caparica, Portugal, June 27-29, 2005. [pdf]
  • C. Andrieu, A. Doucet and V.B. Tadic, Online simulation-based methods for parameter estimation in non linear non Gaussian state-space models. Proc. IEEE CDC [pdf]
  • M. Briers, A. Doucet and S.S. Singh, Sequential auxiliary particle belief propagation,Proc. Fusion.[pdf]
  • Matthew Brown and David G. Lowe, Unsupervised 3D object recognition and reconstruction in unordered datasets, International Conference on 3-D Digital Imaging and Modeling (3DIM 2005), Ottawa, Canada (June 2005). [pdf].
  • Peter Carbonetto, Jacek Kisynski, Nando de Freitas and David Poole. Nonparametric Bayesian Logic. Proc. 21st Conference on Uncertainty in Artificial Intelligence (UAI 2005), Edinburgh July 2005. [pdf]
  • Peter Carbonetto, Gyuri Dorko, Cordelia Schmid, Hendrik Kueck and Nando de Freitas. A Semi-Supervised Learning Approach to Object Recognition with Spatial Integration of Local Features and Segmentation Cues. [pdf] [software]
  • Peter Carbonetto, Jacek Kisynski, Nando de Freitas and David Poole. Nonparametric Bayesian Logic . UAI 2005. [pdf]
  • Carenini G., Ng R., Zwart E., Extracting Knowledge from Evaluative Text, Third International Conference on Knowledge Capture (KCAP 2005). Banff, Canada. October 2-5, 2005. [pdf]
  • Carenini G, Ng R., Zhou X., Scalable Discovery of Hidden Emails from Large Folders, The Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), Chigaco, IL, USA, Aug. 21-24, 2005. [pdf]
  • Carenini G., Ng R., Zhou X., Zwart E., Discovery and Regeneration of Hidden Emails, ACM Symposium on Applied Computing: Data Mining Track (SAC 2005), Santa Fe, New Mexico, 13-17 March, 2005.
  • G. Carenini and C. Conati. Generating Tailored Worked-out Problem Solutions to Help Students Learn from Examples, in Multimodal Intelligent Information Presentation, Series : Text, Speech and Language Technology , Vol. 27, Oliviero Stock and Massimo Zancanaro eds, Kluwer Academic Publishers.
  • Carenini G. User-Specific Decision-Theoretic Accuracy Metrics for Collaborative Filtering, IUI05-Workshop Beyond Personalization 2005 - A Workshop on the Next Stage of Recommender Systems Research [pdf]
  • Chan, A., MacLean, K. E., McGrenere, J. Learning and Identifying Haptic Icons under Workload, in Proceedings of the First Joint Eurohaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, WHC 2005, Pisa, Italy, 2005. [pdf] Extended version:[technical report]
  • Le Chang, Alan K. Mackworth, Constraint-Based Inference: A Bridge Between Constraint Processing and Probability Inference. In Proc. of Principle and Practice of Constraint Programming - CP 2005, Springer-Verlag LNCS 3709, Sitges, Spain, October 2005, (Extended Abstract), 844 [pdf]
  • Chang, L. and Mackworth, A.K. A Generalization of Generalized Arc Consistency: From Constraint Satisfaction to Constraint-Based Inference. In IJCAI05 Workshop on Modeling and Solving Problems with Constraints. Edinburgh. 68-75. [pdf]
  • Conati C., Merten C, Muldner K., and Ternes D. (2005) Exploring Eye Tracking to Increase Bandwidth in User Modeling. Proceedings of UM2005 User Modeling: Proceedings of the Tenth International Conference. Edimburgh, UK, July 26-30 [pdf]
  • Conati C and Mclaren H. (2005).Data-driven Refinement of a Probabilistic Model of User Affect. Proceedings of UM2005 User Modeling: Proceedings of the Tenth International Conference. Edimburgh, UK, July 26-30 [pdf]
  • Enriquez, M., MacLean, K. E. Common Onset Masking of Vibrotactile Stimuli, in Proceedings of World Haptics Conference, IEEE-VR2005, Pisa, Italy, March 2005. [poster]
  • Thomas Fischer, Thomas Stützle, Holger Hoos and Peter Merz. An Analysis of the Hardness of TSP Instances for Two High-performance Algorithms. Proc. of the 6th Metaheuristics International Conference (MIC 2005), 2005
  • Nando de Freitas, Yang Wang, Maryam Mahdaviani and Dustin Lang. Fast Krylov Methods for N-Body Learning . NIPS 2005. [pdf]
  • Firas Hamze and Nando de Freitas. Hot Coupling: A Particle Approach to Inference and Normalization on Pairwise Undirected Graphs. NIPS 2005. [pdf]
  • S.I. Hill and A. Doucet, Adapting two-class classification kernel methods to many class problems, Proc. ICML.[pdf]
  • Frank Hutter, Holger H. Hoos and Thomas Stützle: Efficient Stochastic Local Search for MPE Solving. Proc. of the 19th International Joint Conference on Artificial Intelligence (IJCAI-05), pp.169-174, 2005. [pdf]
  • A. Jiang, K. Leyton-Brown. Computing Bidders' Valuation Distributions in Online Auctions. Game Theory and Decision Theory Workshop, International Conference on Artificial Intelligence(IJCAI-05). [pdf] [slide show].
  • Albert Jiang, Kevin Leyton-Brown and Nando de Freitas. N-Body Games. Published at the NIPS workshop on Game Theory, Machine Learning and Reasoning under Uncertainty. [pdf]
  • Mike Klaas, Nando de Freitas and Arnaud Doucet. Toward Practical N^2 Monte Carlo: The Marginal Particle Filter . UAI 2005. [pdf]
  • Mike Klaas, Dustin Lang and Nando de Freitas. Fast Maximum a Posteriori Inference in Monte Carlo State Spaces . AISTATS 2005. [pdf]
  • Mike Klaas, Tristram Southey, Warren Cheung. Particle-based communication among game agents AIIDE. 2005. [pdf]
  • Hendrik Kueck and Nando de Freitas. Learning to Classify Individuals Based on Group Statistics . UAI 2005. [pdf]
  • Dustin Lang, Mike Klaas and Nando de Freitas. Empirical Testing of Fast Kernel Density Estimation Algorithms. . UBC TR-2005-03. [pdf]
  • Alan K. Mackworth, The Coevolution of AI and AAAI. AI Magazine 26(4): 51-52 (2005)
  • Manske M. and Conati C. (2005). Modelling Learning in Educational Games. Proceedings of AIED 05, Proceedings of the 12th International Conference on AI in Education, Amsterdam, July 19-23. [pdf]
  • Maryam Mahdaviani, Nando de Freitas, Bob Fraser and Firas Hamze. Fast Computational Methods for Visually Guided Robots. ICRA 2005. [pdf]
  • Muldner K. and Conati C. (2005). Using Similarity to Infer Meta-Cognitive Behaviors During Analogical Problem Solving. Proceedings of UM2005 User Modeling: Proceedings of the Tenth International Conference. Edimburgh, UK, July 26-30. [pdf]
  • Kevin Murphy, Antonio Torralba, Daniel Eaton, William Freeman. Object detection and localization using local and global features . Chapter in Towards Category-Level Object Recognition, LNCS 4170, 2006. [pdf]
  • Antonio Torralba, Kevin Murphy, William Freeman. Shared features for multiclass object detection Chapter in Towards Category-Level Object Recognition, LNCS 4170, 2006. [pdf]
  • Don Murray and James J. Little. Patchlets: representing stereo vision data with surface elements, WACV 2005, Colorado [pdf]
  • G. Poyadjis, A. Doucet and S.S. Singh, Particle methods for optimal filter derivative: Application to parameter estimation. Proc. IEEE ICASSP. [pdf]
  • David Poole and Clinton Smyth. Type Uncertainty in Ontologically-Grounded Qualitative Probabilistic Matching. Eighth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-2005), Barcelona, July 2005. [pdf]
  • Stephen Se, David G. Lowe and James J. Little, Vision-based global localization and mapping for mobile robots, IEEE Transactions on Robotics, 21, 3 (2005), pp. 364-375. [pdf]
  • Smith, J., MacLean, K. E. Using Haptic Metaphor to Communicate Emotion: a structured approach, in Proceedings of World Haptics Conference, IEEE-VR2005, Pisa, Italy, March 2005. [poster]
  • Rita Sharma and David Poole. Probability and Equality: A Probabilistic Model of Identity Uncertainty. Eighteenth Canadian Conference on Artificial Intellegence, Victoria, May 2005. [pdf]
  • Rita Sharma and David Poole. Probabilistic Reasoning with Hierarchically Structured Variables. Proc. Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05), Edinburgh, August 2005. [pdf]
  • Alena Shmygelska and Holger H. Hoos. An Ant Colony Optimisation Algorithm for the 2D and 3D Hydrophobic Polar Protein Folding Problem. BMC Bioinformatics, 6:30, 2005. [abstract and electronic version]
  • Swindells, C., Smith, J. D., MacLean, K. E. An Exploration of Representations to Aid Design of Haptic Behaviours, in Proceedings of CHI 2005 Workshop - Hands-on Haptics: Exploring Non-Visual Visualisation Using the Sense of Touch, pages 5-8, Portland, OR, April 2005. [pdf]
  • Tang, A., McLachlan, P., Lowe, K., Chalapati, R. S., MacLean, K. E. Perceiving Ordinal Data Haptically Under Workload, in Proceedings of the 7th International Conference on Multimodal Interfaces, ICMI'05, pages 317-324, Trento, Italy, October 2005. (Outstanding Paper award). [pdf]
  • Yohanan, S., Chan, M., Hopkins, J., Sun, H., MacLean, K. E. Hapticat: Exploration of Affective Touch, in Proceedings of the 7th International Conference on Multimodal Interfaces, ICMI'05, pages 222-229, Trento, Italy, October 2005. [pdf]