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Publications in 2007

In Journal (refereed)

1. A. Milstein, T. Wang. "Dynamic motion models in Monte Carlo Localization". Integrated Computer-Aided Engineering, 14(3), pp 243-262, December 2007. view
2. A. Stubbe, C. Ringlstetter, K. Schulz. "Genre as Noise: Noise in Genre". International Journal on Document Analysis and Recognition (IJDAR), December 2007. view
3. C. Ringlstetter, K. Schulz, S. Mihov. "Adaptive Text Correction with Web-Crawled Domain Dependent Dictionaries". ACM Transactions on Speech and Language Processing (TSLP), October 2007. view
4. L. Li, V. Bulitko, R. Greiner. "Focus of Attention in Reinforcement Learning". Journal of Universal Computer Science, 13(9), pp 24, October 2007. PDFview
5. T. Van Allen, A. Singh, R. Greiner, P. Hooper. "Quantifying the Uncertainty of a Belief Net Response: Bayesian Error-Bars for Belief Net Inference". Artificial Intelligence (AIJ), September 2007. view
6. E. Ludvig, K. Conover, P. Shizgal. "Effects of Reward Magnitude on Timing in Rats". Journal of Experimental Analysis of Behavior, 87, pp 201-218, August 2007. view
7. C. Slupsky, K. Rankin, H. Fu, D. Chang, E. Saude, B. Lix, D. Adamko, S. Shah, R. Greiner, B. Sykes, T. Marrie. "Investigations of the Effects of Gender, Diurnal Variation and Age in Human Urinary Metabolomic Profiles". Analytical Chemistry, August 2007. view
8. X. Wu, Z. Cai, X. Wan, T. Hoang, R. Goebel, G. Lin. "Nucleotide Composition String Selection in HIV-1 Subtyping Using Whole Genomes". Bioinformatics, 23(14), pp 1744-1752, August 2007. view
9. A. Blum, T. Sandholm, M. Zinkevich. "Online Algorithms for Market Clearing". Journal of the ACM, 53(5), pp 845-879, August 2007. view
10. S. Oliveira, O. Zaiane. "Privacy-Preserving Clustering to Uphold Business Collaboration: A Dimensionality Reduction-Based Transformation Approach". International Journal of Information Security and Privacy , 1(2), pp 13-36, August 2007. PDFview
11. Z. Cai, R. Goebel, M. Salavatipour, G. Lin. "Selecting Dissimilar Genes for Multi-Class Classification: an Application in Cancer Subtyping". BMC Bioinformatics, 8, pp 206, August 2007. view
12. D. Wishart, S. Fortin, D. Woloschuk, W. Wong, T. Rosborough, G. Van Domselaar, J. Schaeffer, D. Szafron. "A Platform-Independent Graphical User Interface for SEQSEE and XALIGN". Computer Applications in the BioSciences, June 2007. view
13. A. Ihler, S. Kirshner, M. Ghil, A. Robertson, P. Smyth. "Graphical models for statistical inference and data assimilation". Physica D: Nonlinear Phenomena, June 2007. view
14. M. Ghavamzadeh, S. Mahadevan, R. Makar. "Hierarchical Multi Agent Reinforcement Learning". Journal of Autonomous Agents and Multi-Agent Systems, June 2007. PDFview
15. A. Antos, C. Szepesvari, R. Munos. "Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path". Machine Learning Journal (MLJ), June 2007. PDFview
16. Y. Bjornsson, T. Marsland, J. Schaeffer, A. Junghanns. "Searching with Uncertainty Cut-Offs". Advances in Computer Chess, June 2007. view
17. M. Zinkevich, A. Greenwald, M. Littman. "A Hierarchy of Prescriptive Goals for Multiagent Learning". Artificial Intelligence (AIJ), 171, pp 440-447, May 2007. view
18. A. Felner, U. Zahavi, R. Holte, J. Schaeffer. "Duality in Search Spaces and the Dual Search Algorithm". Artificial Intelligence (AIJ), March 2007. view
19. R. Munos, C. Szepesvari. "Finite Time Bounds for Sampling Based Fitted Value Iteration". Journal of Machine Learning Research (JMLR), March 2007. PDFview
20. A. Botea, M. Mueller, J. Schaeffer. "Macro-Operators in AI Planning". Artificial Intelligence (AIJ), March 2007. view
21. S. Kauffman, R. Logan, R. Este, R. Goebel, D. Hobill, I. Shmulevich. "Propagating Organization: An Enquiry". Biology and Philosophy, (2), March 2007. view
22. M. Cutimisu, C. Onuczko, M. McNaughton, T. Roy, J. Schaeffer, A. Schumacher, J. Siegel, D. Szafron, K. Waugh, M. Carbonaro, H. Duff, S. Gillis, S. Honkanen. "ScriptEase: A Generative/Adaptive Programming Paradigm for Game Scripting". Science of Computer Programming, March 2007. view
23. A. Felner, R. Korf, R. Meshulam, R. Holte. "Compressed Pattern Databases". Journal of Artificial Intelligence Research, January 2007. view
24. D. Wishart, D. Tzur, C. Knox, R. Eisner, A. Guo, N. Young, D. Cheng, K. Jewell, D. Arndt, S. Sawhney, C. Fung, L. Nikolai, M. Lewis, M. Coutouly, I. Forsythe, P. Tang, S. Shrivastava, K. Jeroncic, P. Stothard, G. Amegbey, D. Block, D. Hau, J. Wagner, J. Miniaci, M. Clements, M. Gebremedhin, N. Guo, Y. Zhang, G. Duggan, G. MacInnis, A. Weljie, R. Dowlatabadi, F. Bamforth, D. Clive, R. Greiner, L. Li, T. Marrie, B. Sykes, H. Vogel, L. Querengesser. "HMDB: the Human Metabolome Database". Nucleic Acids Research (NAR), 35, pp D521 -- D526, January 2007. PDFview

In Conference (refereed)

25. M. Johanson, M. Zinkevich, M. Bowling. "Computing Robust Counter-Strategies". Neural Information Processing Systems (NIPS), (ed: J.C. Platt, D. Koller, Y. Singer, S. Roweis), pp 721--728, December 2007. PDFview
26. M. El-Hajj, J. Chen, O. Zaiane, R. Goebel. "Constraint-Based Mining of Web Page Associations". Australian Joint Conference on Artificial Intelligence, pp 315-326, December 2007. view
27. Y. Guo, D. Schuurmans. "Convex relaxations of latent variable training". Neural Information Processing Systems (NIPS), December 2007. view
28. Y. Guo, D. Schuurmans. "Discriminative batch mode active learning". Neural Information Processing Systems (NIPS), December 2007. view
29. A. Stubbe, C. Ringlstetter, R. Goebel. "Elements of a Learning Interface for Genre Qualified Search". Australian Joint Conference on Artificial Intelligence, pp 791-797, December 2007. view
30. S. Bhatnagar, R. Sutton, M. Ghavamzadeh, M. Lee. "Incremental Natural Actor-Critic Algorithms". Neural Information Processing Systems (NIPS), December 2007. view
31. S. Kirshner. "Learning with tree-averaged densities and distributions". Neural Information Processing Systems (NIPS), December 2007. view
32. M. Zinkevich, M. Johanson, M. Bowling, C. Piccione. "Regret Minimization in Games with Incomplete Information". Neural Information Processing Systems (NIPS), (ed: J.C. Platt, D. Koller, Y. Singer, S. Roweis), pp 1729--1736, December 2007. PDFview
33. T. Wang, D. Lizotte, M. Bowling, D. Schuurmans. "Stable dual dynamic programming". Neural Information Processing Systems (NIPS), December 2007. view
34. M. Bowling. "State of the Art in Computer Poker". NIPS Workshop on Machine Learning and Games, December 2007. view
35. S. Mihov, P. Mitankin, A. Gotscharek, U. Reffle, K. Schulz, C. Ringlstetter. "Using Automated Error Profiling of Texts for Improved Selection of Correction Candidates for Garbled Tokens". Australian Joint Conference on Artificial Intelligence, December 2007. view
36. A. Farhangfar, R. Greiner, M. Zinkevich. "A Fast Way to Produce Optimal Fixed-Depth Decision Trees". International Symposium on Artificial Intelligence and Mathematics, November 2007. PDFview
37. X. Su, R. Greiner, T. Khoshgoftaar, X. Zhu. "Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts". IEEE/WIC/ACM International Conference on Web Intelligence, pp 645-649, November 2007. PDFview
38. A. Farahmand, A. Shademan, M. Jagersand. "Global Visual-Motor Estimation for Uncalibrated Visual Servoing". International Conference on Intelligent Robots and Systems, October 2007. PDFview
39. J. Audibert, R. Munos, C. Szepesvari. "Tuning bandit algorithms in stochastic environments". Algorithmic Learning Theory (ALT), October 2007. PDFview
40. A. Satsangi, O. Zaiane. "Contrasting the Contrast Sets: An Alternative Approach". International Database Engineering and Applications Symposium, pp 114-119, September 2007. PDFview
41. V. Bulitko, Y. Bjornsson, M. Lustrek, J. Schaeffer, S. Sigmunudarson. "Dynamic Control in Path-Planning with Real-Time Heuristic Search". ICAPS, September 2007. view
42. A. Srivastava, O. Zaiane, M. Antonie. "Feature Space Enrichment by Incorporation of Implicit Features for Effective Classification". International Database Engineering and Applications Symposium, pp 141-148, September 2007. PDFview
43. S. Gelly, D. Silver. "Combining Online and Offline Knowledge in UCT". International Conference on Machine Learning (ICML), August 2007. view
44. D. Wishart, R. Greiner. "Computational Approaches to Metabolomics: An Introduction". Pacific Symposium on Biocomputing, August 2007. PDFview
45. B. Tanner, V. Bulitko, A. Koop, C. Paduraru. "Grounding Abstraction in Predictive State Representations". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. view
46. A. Ghodsi, F. Southey, D. Wilkinson. "Improving Embeddings by Flexible Exploitation of Side Information". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. view
47. F. Southey, W. Loh, D. Wilkinson. "Inferring Complex Agent Motions from Partial Trajectory Observations". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. view
48. D. Silver, R. Sutton, M. Mueller. "Reinforcement Learning of Local Shape in the Game of Go". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. view
49. Z. Cai, R. Goebel, M. Salavatipour, Y. Shi, L. Xu, G. Lin. "Selecting Genes with Dissimilar Discrimination Strength for Sample Class Prediction". Asia-Pacific Bioinformatics Conference, pp 81-90, August 2007. view
50. N. Ratliff, J. Bagnell, M. Zinkevich. "Subgradient Methods for Structured Prediction". Artificial Intelligence and Statistics, August 2007. view
51. F. Yang, J. Culberson, R. Holte. "Using Infeasibility to Improve Abstraction-Based Heuristics (extended abstract)". Symposium on Abstraction, Reformulation and Approximation, (ed: I.Miguel and W.Ruml), pp 413-414, August 2007. view
52. J. Chen, T. Zheng, W. Thorne, D. Huntley, O. Zaiane, R. Goebel. "Visualizing web navigation data with polygon graphs". Information Visualization, August 2007. view
53. G. Neu, C. Szepesvari. " Apprenticeship Learning using Inverse Reinforcement Learning and Gradient Methods". Conference on Uncertainty in Artificial Intelligence (UAI), pp 295-302, July 2007. PDFview
54. M. Zinkevich, M. Bowling, N. Burch. "A New Algorithm for Generating Equilibria in Massive Zero-Sum Games". National Conference on Artificial Intelligence (AAAI), July 2007. view
55. J. Chen, T. Zheng, W. Thorne, O. Zaiane, R. Goebel. "Visual data mining of web navigational data". Information Visualization, July 2007. view
56. M. Kubat, R. Holte, S. Matwin. " Learning When Negative Examples Abound". European Conference on Machine Learning (ECML), pp 146-153, June 2007. PSview
57. M. Ghavamzadeh, Y. Engel. " Bayesian Actor-Critic Algorithms". International Conference on Machine Learning (ICML), pp 297-304, June 2007. PDFview
58. S. Kirshner, P. Smyth. "Infinite Mixtures of Trees". International Conference on Machine Learning (ICML), June 2007. PDFview
59. O. Schulte, W. Luo, R. Greiner. "Mind Change Optimal Learning of Bayes Net Structure". Conference on Learning Theory (COLT), San Diego, CA, June 2007. PDFview
60. S. Khan, S. Nagaraj, C. Schlegel, M. Burnashev. "Performance of a Correlation-Based Detector for Packet Wireless Networks". Electrical and Computer Engineering, 2007. CCECE 2007. Canadian Conference on, June 2007. view
61. M. Cutimisu, D. Szafron, J. Schaeffer, K. Waugh, C. Onuczko, J. Siegel, A. Schumacher. "A Demonstration of ScriptEase Interruptible and Resumable Behaviors for CRPGs". National Conference on Artificial Intelligence (AAAI), April 2007. view
62. U. Zahavi, A. Felner, J. Schaeffer, N. Sturtevant. "Inconsistent Heuristics". National Conference on Artificial Intelligence (AAAI), pp 1121-1216, April 2007. view
63. Q. Wang. "Learning Stuctured Classifiers for Statistical Dependency Parsing". International Conference on Computational Linguistics and the Association for Computational Linguist, April 2007. view
64. R. Sutton, A. Koop, D. Silver. "On the Role of Tracking in Stationary Environments". International Conference on Machine Learning (ICML), April 2007. view
65. N. Bard, M. Bowling. "Particle Filtering for Dynamic Agent Modelling in Simplified Poker". National Conference on Artificial Intelligence (AAAI), April 2007. PDFview
66. A. Antos, C. Szepesvari, R. Munos. "Value-Iteration Based Fitted Policy Iteration: Learning with a Single Trajectory". Symposium on Approximate Dynamic Programming and Reinforcement Learning, pp 330-337, April 2007. view
67. T. Wang, M. Bowling, D. Schuurmans. "Dual Representations for Dynamic Programming and Reinforcement Learning". Symposium on Approximate Dynamic Programming and Reinforcement Learning, pp 44-51, March 2007. PDFview
68. Y. Li, J. Harms, R. Holte. "Fast Exact MultiConstraint Shortest Path Algorithms". ICC, March 2007. PDFview
69. A. Botea, M. Mueller, J. Schaeffer. "Fast Planning with Iterative Macros". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, March 2007. PDFview
70. A. Geramifard, M. Bowling, M. Zinkevich, R. Sutton. "iLSTD: Eligibility Traces and Convergence Analysis". Neural Information Processing Systems (NIPS), pp To appear (8 pages), March 2007. PDFview
71. P. Auer, R. Ortner, C. Szepesvari. "Improved Rates for the Stochastic Continuum-Armed Bandit Problem". Conference on Learning Theory (COLT), San Diego, CA, March 2007. PDFview
72. A. Farahmand, J. Audibert, C. Szepesvari. "Manifold-Adaptive Dimension Estimation". International Conference on Machine Learning (ICML), March 2007. PDFview
73. I. Biro, Z. Szamonek, C. Szepesvari. "Sequence prediction exploiting similarity information". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, March 2007. PDFview
74. Q. Wang, D. Lin, D. Schuurmans. "Simple training of dependency parsers via structured boosting". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, March 2007. PDFview
75. Y. Li, J. Harms, R. Holte, B. Bai. "Stable and Robust Multipath Oblivious Routing for Traffic Engineering". International TeleTraffic Congress (ITC), March 2007. PDFview
76. D. Lizotte, T. Wang, M. Bowling, D. Schuurmans. "Automatic Gait Optimization with Gaussian Process Regression". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. view
77. A. Gyorgy, L. Kocsis, I. Szabo, C. Szepesvari. "Continuous Time Associative Bandit Problems". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. PDFview
78. K. Dwyer, R. Holte. "Decision Tree Instability and Active Learning". European Conference on Machine Learning (ECML), January 2007. view
79. A. Nayak, R. Goebel, M. Orgun. "Iterated Belief Contraction from First Principles". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. PDFview
80. Y. Guo, R. Greiner. "Optimistic Active Learning using Mutual Information". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. PDFview
81. K. Anderson, R. Holte, J. Schaeffer. "Partial Pattern Databases". Symposium on Abstraction, Reformulation and Approximation, (ed: I.Miguel and W.Ruml), pp 20-34, January 2007. view
82. C. Rayner, K. Davison, V. Bulitko, K. Anderson, J. Lu. "Real-Time Heuristic Search with a Priority Queue". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, pp 2372 - 2377, January 2007. PDFview

In Workshop

83. Y. Guo, D. Schuurmans. "Learning Gene Regulatory Networks via Globally Regularized Risk Minimization". RECOMB Satellite Workshop on Comparative Genomics, pp 83-95, September 2007. view
84. A. Murtha, J. Levesque, M. Brown, M. Heydari, J. Sander, M. Jagersand, N. Leong, W. Roa, B. Abdulkarim, D. Fulton, M. Smerdely, R. Greiner. "Development of an image-centered database containing MRI and PET data, and examples of its application in the treatment of glioma patients". Canadian Association of Radiation Oncology, June 2007. view
85. F. Peng, X. Huang, D. Schuurmans, S. Wang. "Text classification in Asian languages without word segmentation". International Workshop on Information Retrieval with Asian Languages, June 2007. PDFview
86. R. Sutton. "Learning distributed, searchable, internal models". Distributed Artificial Intelligence Workshop, May 2007. view

Other Categories

87. D. Wilkinson. "Subjective Mapping". PhD Thesis, University of Waterloo, December 2007. view
88. A. Farahmand, C. Szepesvari, J. Audibert. "Towards Manifold-Adaptive Learning". Workshop on Topology Learning, December 2007. view
89. E. Ludvig, R. Sutton, E. Verbeek, J. Neufeld, E. Kehoe. "Stimulus representation and response timing in a temporal-difference (TD) model of classical conditioning". Pavlovian Society, October 2007. view
90. X. Su, T. Khoshgoftaar. "Arbitrarily-Shaped Window Based Stereo Matching Using the Go-Light Optimization Algorithm". International Conference on Image Processing, September 2007. PDFview
91. Y. Guo. "Learning Bayesian Networks from Data: Structure Optimization and Parameter Estimation". PhD Thesis, University of Alberta, September 2007. view
92. O. Zaiane, J. Chen, R. Goebel. "DBConnect: Mining Research Community on DBLP Data". Web Mining and Social Network Analysis Workshop in conjunction with ACM SIGKDD, August 2007. view
93. S. Bergsma, Q. Wang. "Learning Noun Phrase Query Segmentation". EMNLP-CoNLL, August 2007. view
94. T. Wang. "New Representations and Approximations for Sequential Decision Making Under Uncertainty". PhD Thesis, University of Alberta, August 2007. view
95. R. Eisner, C. Knox, D. Cheng, A. Guo, R. Greiner, D. Wishart. "Automated Metabolite Annotation in the HMP". June 2007. view
96. S. Damaraju, B. Sehrawat, R. Greiner, S. Ghosh, C. Cass, M. Parliament. "Genome Level Polymorphism Screen to Identify Markers Predictive of Normal Tissue Toxicity in Prostate Cancer Patients Treated with Radiotherapy". Poster, June 2007. view
97. J. Huang. "Learning from Partially Labeled Data: Unsupervised and Semi-supervised Learning on Graphs and Learning with Distribution Shifting". PhD Thesis, University of Waterloo, June 2007. view
98. D. Schuurmans, F. Southey, D. Wilkinson, Y. Guo. "Metric-based approaches for semisupervised". MIT Press, June 2007. view
99. L. Xu. "Convex Large Margin Training Techniques for Unsupervised, Semi-supervised, and Robust Support Vector Machines". PhD Thesis, University of Waterloo, May 2007. view
100. S. Damaraju, B. Sehrawat, S. Ghosh, K. Calder, D. Carandang, J. Dufour, R. Greiner, C. Cass, M. Parliament. "Identification of Single Nucleotide Polymorphisms Predictive of Sporadic Prostate Cancer Susceptibility Using a Case-Control Association Study Design". Poster, Second Canadian Genetic Epidemiology & Statistical Genetics Meeting, April 2007. PPTview
101. S. Damaraju, D. Murray, J. Dufour, D. Carandang, G. Fallone, C. Field, R. Greiner, J. Hanson, C. Cass, M. Parliament. "The Molecular Genetics of Normal Tissue Tolerance: Radiogenomics Approach to Identify Predictive Markers using DNA and Tissue Repair Gene Polymorphisms in Radiation-Induced Late Toxicity in Prostate Cancer Patients Treated with Conformal Radiotherapy". Canadian Genetic Epidemiology &Statisticl Genetics Meeting, April 2007. view
102. N. Asgarian. "Rank-1 Bicluster Classifier". MSc Thesis, University of Alberta, January 2007. PDFview
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