Advances in Artificial Intelligence: 22nd Canadian Conference on Artificial Intelligence, Canadian Ai 2009, Kelowna, Canada, May 25-27, 2009, Proceedings

by Gao, Yong; Japkowicz, Nathalie

• ISBN13: 9783642018176
• ISBN10: 3642018173
• Format: Paperback
• Copyright: 2009-06-18
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 22st Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2009, held in Windsor, Canada, in May 2008.The 30 revised full papers presented together with 5 revised short papers and 8 papers from the graduate student symposium were carefully reviewed and selected from 75 submissions. The papers present original high-quality research in all areas of Artificial Intelligence and apply historical AI techniques to modern problem domains as well as recent techniques to historical problem settings.

Table of Contents

Invited Talks
AI in Web Advertising: Picking the Right Ad Ten Thousand Times a Second (Abstract)	p. 1
Living with Constraints (Abstract)	p. 2
Computer (and Human) Perfection at Checkers (Abstract)	p. 3
Regular Papers
Decision Tree Learning Using a Bayesian Approach at Each Node	p. 4
Generating Satisfiable SAT Instances Using Random Subgraph Isomorphism	p. 16
Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment	p. 27
Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports	p. 39
Statistical Parsing with Context-Free Filtering Grammar	p. 52
Machine Translation of Legal Information and Its Evaluation	p. 64
An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering	p. 74
Cost-Based Sampling of Individual Instances	p. 86
Context Dependent Movie Recommendations Using a Hierarchical Bayesian Model	p. 98
Automatic Frame Extraction from Sentences	p. 110
Control of Constraint Weights for a 2D Autonomous Camera	p. 121
Training Global Linear Models for Chinese Word Segmentation	p. 133
A Concurrent Dynamic Logic of Knowledge, Belief and Certainty for Multi-agent Systems	p. 146
Enumerating Unlabeled and Root Labeled Trees for Causal Model Acquisition	p. 158 Zhu
Compiling the Lexicographic Inference Using Boolean Cardinality Constraints	p. 171
Short Papers
Improving Document Search Using Social Bookmarking	p. 183
Rank-Based Transformation in Measuring Semantic Relatedness	p. 187
Optimizing a Pseudo Financial Factor Model with Support Vector Machines and Genetic Programming	p. 191
Novice-Friendly Natural Language Generation Template Authoring Environment	p. 195
A SVM-Based Ensemble Approach to Multi-Document Summarization	p. 199
Co-Training on Handwritten Digit Recognition	p. 203
Evaluation Methods for Ordinal Classification	p. 207
STFLS: A Heuristic Method for Static and Transportation Facility Location Allocation in Large Spatial Datasets	p. 211
An Ontology-Based Spatial Clustering Selection System	p. 215
Exploratory Analysis of Co-Change Graphs for Code Refactoring	p. 219
Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques	p. 224
Large Neighborhood Search Using Constraint Satisfaction Techniques in Vehicle Routing Problem	p. 229
Valuable Change Detection in Keyword Map Animation	p. 233
The WordNet Weaver: Multi-criteria Voting for Semi-automatic Extension of a Wordnet	p. 237
Active Learning with Automatic Soft Labeling for Induction of Decision Trees	p. 241
A Procedural Planning System for Goal Oriented Agents in Games	p. 245
An Empirical Study of Category Skew on Feature Selection for Text Categorization	p. 249
Opinion Learning without Emotional Words	p. 253
Belief Rough Set Classifier	p. 257
Graduate Student Symposium
Automatic Extraction of Lexical Relations from Analytical Definitions Using a Constraint Grammar	p. 262
Grid-Enabled Adaptive Metamodeling and Active Learning for Computer Based Design	p. 266
Reasoning about Movement in Two-Dimensions	p. 270
Executable Specifications of Fully General Attribute Grammars with Ambiguity and Left-Recursion	p. 274
K-MORPH: A Semantic Web Based Knowledge Representation and Context-Driven Morphing Framework	p. 279
Background Knowledge Enriched Data Mining for Interactome Analysis	p. 283
Modeling and Inference with Relational Dynamic Bayesian Networks	p. 287
A Semi-supervised Approach to Bengali-English Phrase-Based Statistical Machine Translation	p. 291
Author Index	p. 295
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