AI 2001 is the 14th in the series of Arti cial Intelligence conferences sponsored by the Canadian Society for Computational Studies of Intelligence/Soci et e - nadienne pour l’ etude de l’intelligence par ordinateur. As was the case last year too, the conference is being held in conjunction with the annual conferences of two other Canadian societies, Graphics Interface (GI 2001) and Vision Int- face (VI 2001). We believe that the overall experience will be enriched by this conjunction of conferences. This year is the \silver anniversary" of the conference: the rst Canadian AI conference was held in 1976 at UBC. During its lifetime, it has attracted Canadian and international papers of high quality from a variety of AI research areas. All papers submitted to the conference received at least three indep- dent reviews. Approximately one third were accepted for plenary presentation at the conference. The best paper of the conference will be invited to appear in Computational Intelligence.
Author(s): Aijun An, Nick Cercone, Xiangji Huang (auth.), Eleni Stroulia, Stan Matwin (eds.)
Series: Lecture Notes in Computer Science 2056 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2001
Language: English
Pages: 372
Tags: Artificial Intelligence (incl. Robotics)
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
