Advances in Artificial Intelligence: 16th Conference of the Canadian Society for Computational Studies of Intelligence, AI 2003, Halifax, Canada, June 11-13, 2003, Proceedings, Volume 16

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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.

 

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Contents

Experiences Building a Distributed Sensor Network
1
Artificial Intelligence and Human Brain Imaging
7
Machine Learning Methods for Computational Proteomics and Beyond
8
On the Structure Model Interpretation of Wrights NESS Test
9
Answer Formulation for QuestionAnswering
24
PatternBased AI Scripting Using ScriptEase
35
Enumerating the Preconditions of Agent Message Types
50
Monadic Memoization towards CorrectnessPreserving Reduction of Search
66
Risk Neutral Calibration of Classifiers
472
Search Bound Strategies for Rule Mining by Iterative Deepening
479
Methods for Mining Frequent Sequential Patterns
486
Learning by Discovering Conflicts
492
Enhancing Caching in Distributed Databases Using Intelligent Polytree Representations
498
Feature Selection Strategies for Text Categorization
505
Learning General Graphplan Memos through Static Domain Analysis
510
Classification Automaton and Its Construction Using Learning
515

An Adaptive Parallel Genetic Algorithm Approach
81
Stochastic Local Search for Multiprocessor Scheduling for Minimum Total Tardiness
96
A Graph Based Backtracking Algorithm for Solving General CSPs
114
Iterated Robust Tabu Search for MAXSAT
129
Dynamic Local Search for Unweighted MAXSAT
145
A Comparison of Consistency Propagation Algorithms in Constraint Optimization
160
A Comparison of Methods
175
Selective Transfer of Task Knowledge Using Stochastic Noise
190
Efficient Mining of Indirect Associations Using HIMine
206
Case Authoring from Text and Historical Experiences
222
Session Boundary Detection for Association Rule Learning Using nGram Language Models
237
Negotiating Exchanges of Private Information for Web Service Eligibility
252
Postsupervised Template Induction for Dynamic Web Sources
268
Summarizing Web Sites Automatically
283
CycleCutset Sampling for Bayesian Networks
297
Learning FirstOrder Bayesian Networks
313
A Better Measure than Accuracy in Comparing Learning Algorithms
329
ModelBased LeastSquares Policy Evaluation
342
A Tool for Analyzing and Modelling CommitmentBased Dialogues between Agents
353
Situation Event Logic for Early Validation of MultiAgent Systems
370
Towards an Ontology of Error Conditions for Agent Communication
383
An Improved Ant Colony Optimisation Algorithm for the 2D HP Protein Folding Problem
400
Hybrid Randomised Neighbourhoods Improve Stochastic Local Search for DNA Code Design
418
A Strategy for Improved Satisfaction of Selling Software Agents in ECommerce
434
Prenegotiations over Services A Framework for Evaluation
447
A Formal Theory for Describing Action Concepts in Terminological Knowledge Bases
458
Improving UserPerceived QoS in Mobile Ad Hoc Networks Using Decision Rules Induction
466
A Genetic Kmeans Clustering Algorithm Applied to Gene Expression Data
520
ExplanationOriented Association Mining Using a Combination of Unsupervised and Supervised Learning Algorithms
527
Motion Recognition from Video Sequences
532
Noun Sense Disambiguation with WordNet for Software Design Retrieval
537
Automating the Construction of Lexical Chains Using Rogets Thesaurus
544
The Importance of FineGrained Cue Phrases in Scientific Citations
550
Fuzzy CMeans Clustering of Web Users for Educational Sites
557
Reusing Web Information for Building Flexible Domain Knowledge
563
A New Inference Axiom for Probabilistic Conditional Independence
568
Probabilistic Reasoning for Meal Planning in Intelligent Fridges
575
A Relational Database Approach
583
A Fundamental Issue of Naive Bayes
591
The Virtual Driving Instructor Creating Awareness in a Multiagent System
596
Theory and Experiments
603
AgentBased Online Trading System
611
On the Applicability of Lsystems and Iterated Function Systems for Grammatical Synthesis of 3D Models
614
An Unsupervised Clustering Algorithm for Intrusion Detection
616
Local Search in the Primal versus Dual Constraint Graph
618
A Quick Look at Methods for Mining Long Subsequences
621
Changing the Direction of Time to Discover Causality
624
Learning Coordination in RoboCupRescue
627
Accent Classification Using Support Vector Machine and Hidden Markov Model
629
A Neural Network Based Approach to the Artificial Aging of Facial Images
632
Adaptive Negotiation for Agent Based Distributed Manufacturing Scheduling
635
Multiagent System Architecture for Tracking Moving Objects
638
Author Index
640
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