Evgeniy Gabrilovich (auth.), Yong Gao, Nathalie Japkowicz (eds.)3642018173, 9783642018176
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 :
Front Matter….Pages –
AI in Web Advertising: Picking the Right Ad Ten Thousand Times a Second….Pages 1-1
Living with Constraints….Pages 2-2
Computer (and Human) Perfection at Checkers….Pages 3-3
Decision Tree Learning Using a Bayesian Approach at Each Node….Pages 4-15
Generating Satisfiable SAT Instances Using Random Subgraph Isomorphism….Pages 16-26
Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment….Pages 27-38
Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports….Pages 39-51
Statistical Parsing with Context-Free Filtering Grammar….Pages 52-63
Machine Translation of Legal Information and Its Evaluation….Pages 64-73
An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering….Pages 74-85
Cost-Based Sampling of Individual Instances….Pages 86-97
Context Dependent Movie Recommendations Using a Hierarchical Bayesian Model….Pages 98-109
Automatic Frame Extraction from Sentences….Pages 110-120
Control of Constraint Weights for a 2D Autonomous Camera….Pages 121-132
Training Global Linear Models for Chinese Word Segmentation….Pages 133-145
A Concurrent Dynamic Logic of Knowledge, Belief and Certainty for Multi-agent Systems….Pages 146-157
Enumerating Unlabeled and Root Labeled Trees for Causal Model Acquisition….Pages 158-170
Compiling the Lexicographic Inference Using Boolean Cardinality Constraints….Pages 171-182
Improving Document Search Using Social Bookmarking….Pages 183-186
Rank-Based Transformation in Measuring Semantic Relatedness….Pages 187-190
Optimizing a Pseudo Financial Factor Model with Support Vector Machines and Genetic Programming….Pages 191-194
Novice-Friendly Natural Language Generation Template Authoring Environment….Pages 195-198
A SVM-Based Ensemble Approach to Multi-Document Summarization….Pages 199-202
Co-Training on Handwritten Digit Recognition….Pages 203-206
Evaluation Methods for Ordinal Classification….Pages 207-210
STFLS: A Heuristic Method for Static and Transportation Facility Location Allocation in Large Spatial Datasets….Pages 211-214
An Ontology-Based Spatial Clustering Selection System….Pages 215-218
Exploratory Analysis of Co-Change Graphs for Code Refactoring….Pages 219-223
Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques….Pages 224-228
Large Neighborhood Search Using Constraint Satisfaction Techniques in Vehicle Routing Problem….Pages 229-232
Valuable Change Detection in Keyword Map Animation….Pages 233-236
The WordNet Weaver: Multi-criteria Voting for Semi-automatic Extension of a Wordnet….Pages 237-240
Active Learning with Automatic Soft Labeling for Induction of Decision Trees….Pages 241-244
A Procedural Planning System for Goal Oriented Agents in Games….Pages 245-248
An Empirical Study of Category Skew on Feature Selection for Text Categorization….Pages 249-252
Opinion Learning without Emotional Words….Pages 253-256
Belief Rough Set Classifier….Pages 257-261
Automatic Extraction of Lexical Relations from Analytical Definitions Using a Constraint Grammar….Pages 262-265
Grid-Enabled Adaptive Metamodeling and Active Learning for Computer Based Design….Pages 266-269
Reasoning about Movement in Two-Dimensions….Pages 270-273
Executable Specifications of Fully General Attribute Grammars with Ambiguity and Left-Recursion….Pages 274-278
${cal K}$ – ${cal MORPH}$ : A Semantic Web Based Knowledge Representation and Context-Driven Morphing Framework….Pages 279-282
Background Knowledge Enriched Data Mining for Interactome Analysis….Pages 283-286
Modeling and Inference with Relational Dynamic Bayesian Networks….Pages 287-290
A Semi-supervised Approach to Bengali-English Phrase-Based Statistical Machine Translation….Pages 291-294
Back Matter….Pages –
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