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 lintelligence 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.
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Springer Book Archives
A Case Study for Learning from Imbalanced Data Sets 1(15) Aijun An Nick Cercone Xiangji Huang A Holonic Multi-agent Infrastructure for Electronic Procurement 16(10) Andreas Gerber Christian Russ A Low-Scan Incremental Association Rule Maintenance Method Based on the Apriori Property 26(10) Zequn Zhou C.I. Ezeife A Statistical Corpus-Based Term Extractor 36(11) Patrick Pantel Dekang Lin Body-Based Reasoning Using a Feeling-Based Lexicon, Mental Imagery, and an Object-Oriented Metaphor Hierarchy 47(10) Eric G. Berkowitz Peter H. Greene Combinatorial Auctions, Knapsack Problems, and Hill-Climbing Search 57(10) Robert C. Holte Concept-Learning in the Presence of Between-Class and Within-Class Imbalances 67(11) Nathalie Japkowicz Constraint Programming Lessons Learned from Crossword Puzzles 78(10) Adam Beacham Xinguang Chen Jonathan Sillito Peter van Beek Constraint-Based Vehicle Assembly Line Sequencing 88(12) Michael E. Bergen Peter van Beek Tom Carchrae How AI Can Help SE; or: Randomized Search Not Considered Harmful 100(11) Tim Menzies Harhsinder Singh Imitation and Reinforcement Learning in Agents with Heterogeneous Actions 111(10) Bob Price Craig Boutilier Knowledge and Planning in an Action-Based Multi-agent Framework: A Case Study 121(10) Bradley Bart James P. Delgrande Oliver Schulte Learning about Constraints by Reflection 131(10) J. William Murdock Ashok K. Goel Learning Bayesian Belief Network Classifiers: Algorithms and System 141(11) Jie Cheng Russell Greiner Local Score Computation in Learning Belief Networks 152(10) Y. Xiang J. Lee Personalized Contexts in Help Systems 162(10) Vive S. Kumar Gordon I. McCalla Jim E. Greer QA-LaSIE: A Natural Language Question Answering System 172(11) Sam Scott Robert Gaizauskas Search Techniques for Non-linear Constraint Satisfaction Problems with Inequalities 183(11) Marius-Calin Silaghi Djamila Sam-Haroud Boi Faltings Searching for Macro Operators with Automatically Generated Heuristics 194(10) Istvan T. Hernadvolgyi Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem 204(11) Yann Chevaleyre Jean-Daniel Zucker Stacking for Misclassification Cost Performance 215(10) Mike Cameron-Jones Andrew Charman-Williams Stratified Partial-Order Logic Programming 225(11) Mauricio Osorio Juan Carlos Nieves The Importance of Being Discrete: Learning Classes of Actions and Outcomes through Interaction 236(10) Gary King Tim Oates User Interface Aspects of a Translation Typing System 246(11) Philippe Langlais Guy Lapalme Sebastien Sauve Posters A Hybrid Approach to Making Recommendations and Its Application to the Movie Domain 257(10) Shawn Grant Gordon I. McCalla Agents with Genders for Inventory Planning in E-Management 267(10) Hanh H. Pham Van-Hop Nguyen Evaluation dun Systeme pour le Resume Automatique de Documents Electronicques 277(10) David Nadeau Nicole Tourigny On Obligations, Relativised Obligations, and Bilateral Commitments 287(10) Maria Fasli Question Answering Using Unification-Based Grammar 297(10) Vlado Keselj Solving the Traveling Salesman Problem Using the Enhanced Genetic Algorithm 307(10) Lixin Yang Deborah A. Stacey The Bottom-Up Freezing: An Approach to Neural Engineering 317(8) Ali Farzan Ali A. Ghorbani The Design and Implementation of an Electronic Lexical Knowledge Base 325(10) Mario Jarmasz Stan Szpakowicz Towards a Temporal Extension of Formal Concept Analysis 335(10) Rabih Neouchi Ahmed Y. Tawfik Richard A. Frost Graduate Symposium Contributions Adaptive Representation Methods for Reinforcement Learning 345(4) Stuart I. Reynolds Imprecise and Uncertain Engineering Information Modeling in Databases 349(4) Z.M. Ma W.J. Zhang W.Y. Ma Incremental Case-Based Reasoning for Classification 353(4) Saeed Hashemi Planning Animationss Using Cinematography Knowledge 357(4) Kevin Kennedy Robert E. Mercer Watching You, Watching Me 361(4) Joe MacInnes Omid Banyasad Afzal Upal Author Index 365
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