Advances in Artificial Intelligence: 14th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2001 Ottawa, Canada, June 7–9, 2001 Proceedings

A Case Study for Learning from Imbalanced Data Sets....Pages 1-15
A Holonic Multi-agent Infrastructure for Electronic Procurement....Pages 16-25
A Low-Scan Incremental Association Rule Maintenance Method Based on the Apriori Property....Pages 26-35
A Statistical Corpus-Based Term Extractor....Pages 36-46
Body-Based Reasoning Using a Feeling-Based Lexicon, Mental Imagery, and an Object-Oriented Metaphor Hierarchy....Pages 47-56
Combinatorial Auctions, Knapsack Problems, and Hill-Climbing Search....Pages 57-66
Concept-Learning in the Presence of Between-Class and Within-Class Imbalances....Pages 67-77
Constraint Programming Lessons Learned from Crossword Puzzles....Pages 78-87
Constraint-Based Vehicle Assembly Line Sequencing....Pages 88-99
How AI Can Help SE; or: Randomized Search Not Considered Harmful....Pages 100-110
Imitation and Reinforcement Learning in Agents with Heterogeneous Actions....Pages 111-120
Knowledge and Planning in an Action-Based Multi-agent Framework: A Case Study....Pages 121-130
Learning about Constraints by Reflection....Pages 131-140
Learning Bayesian Belief Network Classifiers: Algorithms and System....Pages 141-151
Local Score Computation in Learning Belief networks....Pages 152-161
Personalized Contexts in Help Systems....Pages 162-171
QA-LaSIE: A Natural Language Question answering system....Pages 172-182
Search Techniques for Non-Linear Constraint Satisfaction Problems with Inequalities....Pages 183-193
Searching for Nacro Operators with Automatically Generated Heuristics....Pages 194-203
Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem....Pages 204-214
Stacking for Misclassiffication Cost Performance....Pages 215-224
Stratified Partial-Order Logic Programming....Pages 225-235
The Importance of Being Discrete: Learning Classes of Actions and Outcomes through Interaction....Pages 236-245
User Interface Aspects of a Translation Typing System....Pages 246-256
A Hybrid Approach to Making Recommendations and Its Application to the Movie Domain....Pages 257-266
Agents with Genders for Inventory Planning in E-Management....Pages 267-276
Évaluation d’un Système pour le Résumé Automatique de Documents ÉLectroniques....Pages 277-286
On Obligations, Relativised Obligations, and Bilateral Commitments....Pages 287-296
Question Answering Using Unification-Based Grammar....Pages 297-306
Solving the Traveling Salesman Problem Using the Enhanced Genetic Algorithm....Pages 307-316
The Bottom-Up Freezing: An Approach to Neural Engineering....Pages 317-324
The Design and Implementation of an Electronic Lexical Knowledge Base....Pages 325-334
Towards a Temporal Extension of Formal Concept analysis....Pages 335-344
Adaptive Representation Methods for Reinforcement Learning....Pages 345-348
Imprecise and Uncertain REngineering Information Modeling in Databases....Pages 349-352
Incremental Case-Based Reasoning for Classification....Pages 353-356
Planning Animations Using Cinematography Knowledge....Pages 357-360
Watching You, Watching Me....Pages 361-364