This book constitutes the refereed proceedings of the 16th Conference of the Canadian Society for Computational Studies of Intelligence, AI 2003, held in Halifax, Canada in June 2003.
The 30 revised full papers and 24 revised short papers presented were carefully reviewed and selected from 106 submissions. The papers are organized in topical sections on knowledge representation, search, constraint satisfaction, machine learning and data mining, AI and Web applications, reasoning under uncertainty, agents and multi-agent systems, AI and bioinformatics, and AI and e-commerce.
Author(s): Victor Lesser (auth.), Yang Xiang, Brahim Chaib-draa (eds.)
Series: Lecture Notes in Computer Science 2671 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2003
Language: English
Pages: 642
Tags: Artificial Intelligence (incl. Robotics)
Experiences Building a Distributed Sensor Network....Pages 1-6
Artificial Intelligence and Human Brain Imaging....Pages 7-7
Machine Learning Methods for Computational Proteomics and Beyond....Pages 8-8
The Structure Model Interpretation of Wright’s NESS Test....Pages 9-23
Answer Formulation for Question-Answering....Pages 24-34
Patttern-Based AI Scripting Using ScriptEase ....Pages 35-49
Enumerating the Preconditions of Agent Message Types....Pages 50-65
Monadic Memoization towards Correctness-Preserving Reduction of Search....Pages 66-80
Searching Solutions in the Crypto-arithmetic Problems: An Adaptive Parallel Genetic Algorithm Approach....Pages 81-95
Stochastic Local Search for Multiprocessor Scheduling for Minimum Total Tardiness....Pages 96-113
A Graph Based Backtracking Algorithm for Solving General CSPs....Pages 114-128
Iterated Robust Tabu Search for MAX-SAT....Pages 129-144
Scaling and Probabilistic Smoothing: Dynamic Local Search for Unweighted MAX-SAT....Pages 145-159
A Comparison of Consistency Propagation Algorithms in Constraint Optimization....Pages 160-174
Discovering Temporal/Causal Rules: A Comparison of Methods....Pages 175-189
Selective Transfer of Task Knowledge Using Stochastic Noise....Pages 190-205
Efficient Mining of Indirect Associations Using HI-Mine....Pages 206-221
Case Authoring from Text and Historical Experiences....Pages 222-236
Session Boundary Detection for Association Rule Learning Using n -Gram Language Models....Pages 237-251
Negotiating Exchanges of Private Information for Web Service Eligibility....Pages 252-267
Post-supervised Template Induction for Dynamic Web Sources....Pages 268-282
Summarizing Web Sites Automatically....Pages 283-296
Cycle-Cutset Sampling for Bayesian Networks....Pages 297-312
Learning First-Order Bayesian Networks....Pages 313-328
AUC: A Better Measure than Accuracy in Comparing Learning Algorithms....Pages 329-341
Model-Based Least-Squares Policy Evaluation....Pages 342-352
DIAGAL: A Tool for Analyzing and Modelling Commitment-Based Dialogues between Agents....Pages 353-369
Situation Event Logic for Early Validation of Multi-Agent Systems....Pages 370-382
Understanding “Not-Understood”: Towards an Ontology of Error Conditions for Agent Communication....Pages 383-399
An Improved Ant Colony Optimisation Algorithm for the 2D HP Protein Folding Problem....Pages 400-417
Hybrid Randomised Neighbourhoods Improve Stochastic Local Search for DNA Code Design....Pages 418-433
A Strategy for Improved Satisfaction of Selling Software Agents in E-Commerce....Pages 434-446
Pre-negotiations over Services — A Framework for Evaluation....Pages 447-457
Formal Theory for Describing Action Concepts in Terminological Knowledge Bases....Pages 458-465
Improving User-Perceived QoS in Mobile Ad Hoc Networks Using Decision Rules Induction....Pages 466-471
Risk Neutral Calibration of Classifiers....Pages 472-478
Search Bound Strategies for Rule Mining by Iterative Deepening....Pages 479-485
Methods for Mining Frequent Sequential Patterns....Pages 486-491
Learning by Discovering Conflicts....Pages 492-497
Enhancing Caching in Distributed Databases Using Intelligent Polytree Representations....Pages 498-504
Feature Selection Strategies for Text Categorization....Pages 505-509
Learning General Graphplan Memos through Static Domain Analysis....Pages 510-514
Classification Automaton and Its Construction Using Learning....Pages 515-519
A Genetic K-means Clustering Algorithm Applied to Gene Expression Data....Pages 520-526
Explanation-Oriented Association Mining Using a Combination of Unsupervised and Supervised Learning Algorithms....Pages 527-532
Motion Recognition from Video Sequences....Pages 532-536
Noun Sense Disambiguation with WordNet for Software Design Retrieval....Pages 537-543
Not as Easy as It Seems: Automating the Construction of Lexical Chains Using Roget’s Thesaurus ....Pages 544-549
The Importance of Fine-Grained Cue Phrases in Scientific Citations....Pages 550-556
Fuzzy C-Means Clustering of Web Users for Educational Sites....Pages 557-562
Re-using Web Information for Building Flexible Domain Knowledge....Pages 563-567
A New Inference Axiom for Probabilistic Conditional Independence....Pages 568-574
Probabilistic Reasoning for Meal Planning in Intelligent Fridges....Pages 575-582
Probabilistic Reasoning in Bayesian Networks: A Relational Database Approach....Pages 583-590
Fundamental Issue of Naive Bayes....Pages 591-595
The Virtual Driving Instructor Creating Awareness in a Multiagent System....Pages 596-602
Multi-attribute Exchange Market: Theory and Experiments....Pages 603-610
Agent-Based Online Trading System....Pages 611-613
On the Applicability of L-systems and Iterated Function Systems for Grammatical Synthesis of 3D Models....Pages 614-615
An Unsupervised Clustering Algorithm for Intrusion Detection....Pages 616-617
Dueling CSP Representations: Local Search in the Primal versus Dual Constraint Graph....Pages 618-620
A Quick Look at Methods for Mining Long Subsequences....Pages 621-623
Back to the Future: Changing the Direction of Time to Discover Causality....Pages 624-626
Learning Coordination in RoboCupRescue....Pages 627-628
Accent Classification Using Support Vector Machine and Hidden Markov Model....Pages 629-631
A Neural Network Based Approach to the Artificial Aging of Facial Images....Pages 632-634
Adaptive Negotiation for Agent Based Distributed Manufacturing Scheduling....Pages 635-637
Multi-agent System Architecture for Tracking Moving Objects....Pages 638-639