Publications in 2003
In Journal (refereed)
1. | X. Huang, F. Peng, D. Schuurmans, N. Cercone, S. Robertson. "Applying Machine Learning to Text Segmentation for Information Retrieval". Information Retrieval (IR), 6(3), pp 333-362, September 2003. |
2. | F. Peng, D. Schuurmans, S. Wang. "Augmenting Naive Bayes Classifiers with Statistical Language Models". Information Retrieval (IR), September 2003. |
3. | R. Niewiadomski, J. Amaral, R. Holte. "Abstraction and reformulation in artificial intelligence.". Philosophical Transactions of the Royal Society: Biological Sciences, 358(1435), pp 1197-1206, June 2003. |
4. | A. Ghodsi, D. Schuurmans. "Automatic basis selection techniques for RBF networks". Neural Networks, 16(5-6), pp 809-816, June 2003. |
5. | M. Antonie, O. Zaiane, A. Coman. "Associative Classifiers for Medical Images". Lecture Notes in Artificial Intelligence, 2797, pp 68-83, January 2003. |
6. | L. Kozeratska, J. Forbes, R. Goebel, J. Kresta. "Perturbed cones for analysis of uncertain multi-criteria optimization problems". Linear Algebra and its Applications, 278, pp 203-229, January 2003. |
7. | C. Pinchak, P. Lu, J. Schaeffer, M. Goldenberg. "The Canadian Internetworked Scientific Supercomputer". High Performance Computing Systems and Applications, (ed: D. Senechal), pp 193-199, January 2003. |
In Conference (refereed)
8. | I. Levner, L. Li, R. Greiner, V. Bulitko. "Improving an adaptive image interpretation system by leveraging". Eighth Australian and New Zealand Conference on Intelligent Information Systems (ANZCIIS), New Zealand, pp 501-506, December 2003. |
9. | I. Levner, V. Bulitko, L. Li, G. Lee, R. Greiner. "Learning robust object recognition strategies". Eighth Australian and New Zealand Conference on Intelligent Information Systems (ANZCIIS), New Zealand, pp 489-494, December 2003. |
10. | I. Levner, V. Bulitko, L. Li, G. Lee, R. Greiner. "Automated feature extraction for object recognition". Image and Vision Computing New Zealand (IVCNZ), New Zealand, pp 309-313, November 2003. |
11. | B. Shen, X. Su, R. Greiner, P. Musilek, C. Cheng. "Discriminative Parameter Learning of General Bayesian Network Classifiers". Fifteenth IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Sacramento, California, November 2003. |
12. | S. Oliveira, O. Zaiane. "Protecting Sensitive Knowledge By Data Sanitization". IEEE International Conference on Data Mining (ICDM), Melbourne, USA, pp 613-616, November 2003. |
13. | S. Wang, D. Schuurmans. "Learning Continuous Latent Variable Models With Bregman Divergences". ICASSP, October 2003. |
14. | S. Oliveira, O. Zaiane. "Privacy Preserving Clustering By Data Transformation". Brazilian Symposium on Databases (SBBD), Manaus, Brazil, (ed: Alberto H. F. Laender), pp 304-318, October 2003. |
15. | T. Zheng, Y. Niu, J. Chen, R. Goebel. "WebKIV: Visualizing Structure and Navigation forWeb Mining Applications". IEEE, pp 13-17, October 2003. |
16. | M. El-Hajj, O. Zaiane. "Non Recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations". International Conference on Big Data Analytics and Knowledge Discovery (DAWAK), Prague, Czech Republic, pp 371-380, September 2003. |
17. | S. Wang, D. Schuurmans, F. Peng, Y. Zhao. "Boltzmann Machine Learning With the Latent Maximum Entropy Principle". Conference on Uncertainty in Artificial Intelligence (UAI), Acapulco, Mexico, August 2003. |
18. | D. Lizotte, O. Madani, R. Greiner. "Budgeted Learning of Naive-Bayes Classifiers". Conference on Uncertainty in Artificial Intelligence (UAI), Acapulco, Mexico, August 2003. |
19. | M. Ghavamzadeh, S. Mahadevan. "Hierarchical Policy Gradient Algorithms". International Conference on Machine Learning (ICML), Washington, DC USA, pp 226-233, August 2003. |
20. | M. El-Hajj, O. Zaiane. "Inverted Matrix: Efficient Discovery of Frequent Items in Large Datasets in the Context of Interactive Mining". International Conference on Knowledge Discovery and Data Mining, Washington, USA, (ed: Lise Getoor, Ted E. Senator, Pedro M. Domingos, Christos Faloutsos), pp 109-118, August 2003. |
21. | T. Zhu, R. Greiner, G. Haeubl. "Learning a Model of a Web User's Interests". User Modeling (UM), Johnstown, PA, USA, pp 65-75, August 2003. |
22. | S. Wang, D. Schuurmans, F. Peng, Y. Zhao. "Learning mixture models with the regularized latent maximum entropy principle". International Conference on Machine Learning (ICML), Washington, DC USA, August 2003. |
23. | V. Bulitko, L. Li, R. Greiner, I. Levner. "Lookahead Pathologies for Single Agent Search". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, August 2003. |
24. | M. Bowling, M. Veloso. "Simultaneous adversarial multi-robot learning". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, pp 699-704, August 2003. |
25. | S. Oliveira, O. Zaiane. "Algorithms for Balancing Privacy and Knowledge Discovery in Association Rule Mining". International Database Engineering and Applications Symposium, Hong Kong, China, pp 54-63, July 2003. |
26. | A. Ghodsi, D. Schuurmans. "Automatic Basis Selectsion for RBF Networks". IJCNN, July 2003. |
27. | Y. Zhang, M. Nascimento, O. Zaiane. "Building Image Mosaics: An Application of Content-based Image Retrieval". IEEE International Conference on Multimedia and Expo (ICME), Baltimore, USA, pp 111-116, July 2003. |
28. | W. Cheung, O. Zaiane. "Incremental Mining of Frequent Patterns Without Candidate Generation or Support Constraint". International Database Engineering and Applications Symposium, Hong Kong, China, pp 111-116, July 2003. |
29. | I. Levner, V. Bulitko, L. Li, G. Lee, R. Greiner. "Towards automated creation of image interpretation systems". Australian Joint Conference on Artificial Intelligence, pp 653-665, July 2003. |
30. | R. Niewiadomski, J. Amaral, R. Holte. " Crafting Data Structures: A Study of Reference Locality in Refinement Based Path Finding". International Conference on High Performance Computing(HiPC), (ed: T.M. Pinkston and V.K. Prasanna), pp 438-448, June 2003. |
31. | A. Ghodsi, D. Schuurmans. "Automatic basis selection for RBF networks using Stein's unbiased risk estimator". IJCNN, June 2003. |
32. | A. Ghodsi, D. Schuurmans. "Automatic Complexity Control for System Identification". Fuzzy Systems Association World Congress(IFSA), June 2003. |
33. | C. Boutilier, R. Patrascu, P. Poupart, D. Schuurmans. "Constraint-based optimization and elicitation with the minimax decision criterion". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, June 2003. |
34. | F. Lu, D. Schuurmans. "Model-Based Least-Squares Policy Evalulation". Canadian Conference on Artificial Intelligence (CAI), Halifax, Nova Scotia, Canada, June 2003. |
35. | T. Zhu, R. Greiner, G. Haeubl. "An Effective Complete-Web Recommender System". Twelfth International World Wide Web Conference, Budapest, HUNGARY, May 2003. |
36. | F. Peng, D. Schuurmans, S. Wang. "Language and Task Independent Text Categorization With Simple Language Models". HLT-NAACL, May 2003. |
37. | F. Peng, D. Schuurmans, S. Wang. "Language independent authorship attribution using character level language models". EACL, April 2003. |
38. | S. Wang, D. Schuurmans, F. Peng, Y. Zhao. "Semantic N-Gram Language Modelling With the Latent Maximum Entropy Principle". ICASSP, April 2003. |
39. | D. Billings, N. Burch, A. Davidson, R. Holte, J. Schaeffer, T. Schauenberg, D. Szafron. "Approximating Game-Theoretical Optimal Strategies for Full-Scale Poker". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, pp 661-668, January 2003. |
40. | J. Schaeffer, Y. Bjornsson, N. Burch, R. Lake, P. Lu, S. Sutphen. "Building the Checkers 10-piece Endgame Databases". Advances in Computer Games (ACG), (ed: Kluwer Academic Publishers), pp 193-210, January 2003. |
41. | P. Torma, C. Szepesvari. "Combining Local Search, Neural Networks and Particle Filters to Achieve Fast and Reliable Contour Tracking". IEEE, January 2003. |
42. | F. Peng, D. Schuurmans. "Combining Naive Bayes and n-Gram Language Models for Text Classification". ECIR, January 2003. |
43. | Y. Bjornsson, M. Enzenberger, R. Holte, J. Schaeffer, P. Yap. "Comparison of Different Abstractions for Pathfinding on Maps". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, pp 1536-1538, January 2003. |
44. | A. Driga, P. Lu, J. Schaeffer, D. Szafron, K. Charter, I. Parsons. "FastLSA: A Fast, Linear-Space, Parallel and Sequential Algorithm for Sequence Alignment". International Conference on Parallel Processing (ICPP), Kaohsiung, Taiwan, pp 48-57, January 2003. |
45. | S. Wang, D. Schuurmans, F. Peng. "Latent Maximum Entropy Approach for Semantic N-Gram Language Modeling". International Workshop on Artificial Intelligence and Statistics (AISTATS), January 2003. |
46. | F. Lu, D. Schuurmans. "Monte Carlo matrix inversion policy evaluation". Conference on Uncertainty in Artificial Intelligence (UAI), Acapulco, Mexico, January 2003. |
47. | J. Bruce, M. Bowling, B. Browning, M. Veloso. "Multi-robot team response to a multi-robot opponent team". IEEE International Conference on Robotics and Automation (ICRA), pp 2281-2286, January 2003. |
48. | M. Goldenberg, A. Kovarksy, X. Wu, J. Schaeffer. "Multiple Agents Moving Target Search". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, pp 1511-1512, January 2003. |
49. | M. McNaughton, J. Redford, J. Schaeffer, D. Szafron. "Pattern-based AI Scripting Using ScriptEase". Canadian Society for Computational Studies of Intelligence, pp 35-49, January 2003. |
50. | P. Torma, C. Szepesvari. "Sequential Importance Sampling for Visual Tracking Reconsidered". International Workshop on Artificial Intelligence and Statistics (AISTATS), pp 271-278, January 2003. |
51. | X. Huang, F. Peng, A. An, D. Schuurmans, N. Cercone. "Session Boundary Detection for Association Rule Learning Using n-Gram Language Models". Canadian Conference on Artificial Intelligence (CAI), Halifax, Nova Scotia, Canada, January 2003. |
52. | R. Isukapalli, R. Greiner. "Use of Off-line Dynamic Programming for Efficient Image Interpretation". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, January 2003. |
53. | K. Tan, D. Szafron, J. Schaeffer, J. Anvik, S. MacDonald. "Using Generative Design Patterns to Generate Parallel Code for a Distributed Memory Environment". ACM Sigplan Symposium on Principles and Practice of Parallel Programming, pp 203-215, January 2003. |
54. | J. Anvik, J. Schaeffer, D. Szafron, K. Tan. "Why Not Use a Pattern-based Parallel Programming System?". Euro-Par, pp 81-86, January 2003. |
In Workshop
55. | L. Li, V. Bulitko, I. Levner. "Learning Distance Metrics". Workshop on Approximate Nearest Neighbors Methods for Learning and Vision, Whistler, British Columbia, December 2003. |
56. | M. El-Hajj, O. Zaiane. "COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation". Workshop on Frequent Itemset Mining Implementations (FIMI), pp n/a, November 2003. |
57. | M. El-Hajj, O. Zaiane. "Parallel Association Rule Mining with Minimum Inter-Processor Communication". International Workshop on Parallel and Distributed Databases (PaDD), pp 519-523, September 2003. |
58. | M. Bowling, B. Browning, A. Chang, M. Veloso. "Plays as Team Plans for Coordination and Adaptation". Issues in Designing Physical Agents for Dynamic Real-time Environments, August 2003. |
59. | T. Zhu, R. Greiner, G. Haeubl. "Predicting Web Information Content". Intelligent Techniques for Web Personalization, August 2003. |
60. | G. Haeubl, T. Zhu, R. Greiner. "Predicting Where a Web User Wants to Go". Best Practices and Future Visions for Search User Interfaces, Fort Lauterdale, August 2003. |
61. | D. Szafron, R. Greiner, P. Lu, D. Wishart, Z. Lu, B. Poulin, R. Eisner, J. Anvik, C. Macdonell. "Proteome Analyst -- Transparent High-throughput Protein Annotation: Function, Localization and Custom Predictors". Bioinformatics Workshop, August 2003. |
62. | V. Bulitko, L. Li, R. Greiner, I. Levner. "Adaptive image interpretation: A spectrum of machine learning problems". The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining, July 2003. |
63. | A. Botea, M. Mueller, J. Schaeffer. "Extending PDDL for Hierarchical Planning and Topological Abstraction". Workshop on PDDL, pp 25-32, June 2003. |
64. | J. Anvik, R. Eisner, R. Greiner, P. Lu, Z. Lu, C. Macdonell, B. Poulin, D. Szafron, D. Wishart. " Custom Classifier Creation for Proteome Analyst". PENCE Annual Workshop, May 2003. |
65. | K. Calder, C. Cass, R. Berendt, S. Damaraju, L. Cook, J. Dufour, A. Driga, K. Graham, E. Pituskin, R. Greiner, A. Reiman, M. Sawyer, D. Wishart, J. Mackey. "Alberta Cancer Board PolyomX Program". ACB Annual Research Meeting, Banff, May 2003. |
66. | Z. Lu, J. Anvik, R. Eisner, R. Greiner, P. Lu, C. Macdonell, B. Poulin, D. Szafron, D. Wishart. "Using Proteome Analyst for Protein Sub-cellular Localization Prediction". PENCE Annual Workshop, May 2003. |
67. | C. Drummond, R. Holte. "C4.5, Class Imbalance, and Cost Sensitivity: Why Under-Sampling Beats Over-Sampling". Workshop on Learning from Imbalanced Datasets II, January 2003. |
68. | M. Goldenberg, P. Lu, C. Pinchak, J. Schaeffer. "TrellisDAG: A System for Structured DAG Scheduling". Workshop on Job Scheduling Strategies for Parallel Processing, pp 21-34, January 2003. |
Other Categories
69. | "Mining Multimedia and Complex Data". Springer Verlag, (ed: Osmar R. Zaiane, Simeon J. Simoff, Chabane Djeraba), 2797, October 2003. |
71. | "WEBKDD 2002: Mining Web Data for Discovering Usage Patterns and Profiles". Springer Verlag, (ed: Osmar R. Zaiane, Jaideep Srivastava, Myra Spiliopoulou, Brij Masand), October 2003. |
72. | D. Lizotte. "Budgeted Learning of Naive Bayes Classifiers - MSc". MSc Thesis, University of Alberta, September 2003. |
73. | A. Driga, R. Greiner, K. Graham, S. Damaraju, D. Wishart, J. Mackey, C. Cass. "Tumor Profile Discovery and Tumor Bank Management with DORA". ACB Annual Research Meeting, Banff, September 2003. |
74. | M. Bowling. "Multiagent learning in the presence of agents with limitations". PhD Thesis, Carnegie Mellon University, May 2003. |
75. | J. Schaeffer. "Man vs Machine". Technical Report, En Passant, January 2003. |