Advances in artificial intelligence : 14th Biennial Conference of the Canadian Society for Computational Studi | Canadian Society for Computational Studies of Intelligence. Conference (14th : 2001 : Ottawa, Ont.), Stroulia, Eleni, Matwin, Stan

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
Author: Eleni Stroulia, Stan Matwin
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-42144-3
DOI: 10.1007/3-540-45153-6

Table of Contents:

• A Case Study for Learning from Imbalanced Data Sets
• A Holonic Multi-agent Infrastructure for Electronic Procurement
• A Low-Scan Incremental Association Rule Maintenance Method Based on the Apriori Property
• A Statistical Corpus-Based Term Extractor
• Body-Based Reasoning Using a Feeling-Based Lexicon, Mental Imagery, and an Object-Oriented Metaphor Hierarchy
• Combinatorial Auctions, Knapsack Problems, and Hill-Climbing Search
• Concept-Learning in the Presence of Between-Class and Within-Class Imbalances
• Constraint Programming Lessons Learned from Crossword Puzzles
• Constraint-Based Vehicle Assembly Line Sequencing
• How AI Can Help SE; or: Randomized Search Not Considered Harmful
• Imitation and Reinforcement Learning in Agents with Heterogeneous Actions
• Knowledge and Planning in an Action-Based Multi-agent Framework: A Case Study
• Learning about Constraints by Reflection
• Learning Bayesian Belief Network Classifiers: Algorithms and System
• Local Score Computation in Learning Belief networks
• Personalized Contexts in Help Systems
• QA-LaSIE: A Natural Language Question answering system
• Search Techniques for Non-Linear Constraint Satisfaction Problems with Inequalities
• Searching for Nacro Operators with Automatically Generated Heuristics
• Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem

Includes bibliographical references and index