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Advances in Artificial Intelligence

22nd Canadian Conference on Artificial Intelligence, Canadian AI 2009 Kelowna, Canada, May 25-27, 2009 Proceedings

  • Yong Gao
  • Nathalie Japkowicz
Conference proceedings AI 2009

Part of the Lecture Notes in Computer Science book series (LNCS, volume 5549)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 5549)

Table of contents

  1. Front Matter
    PDF

  2. Invited Talks

    1. AI in Web Advertising: Picking the Right Ad Ten Thousand Times a Second
      Evgeniy Gabrilovich
      Pages 1-1
      PDF
    2. Living with Constraints
      Alan K. Mackworth
      Pages 2-2
      PDF
    3. Computer (and Human) Perfection at Checkers
      Jonathan Schaeffer
      Pages 3-3
      PDF

  3. Regular Papers

    1. Decision Tree Learning Using a Bayesian Approach at Each Node
      Mirela Andronescu, Mark Brodie
      Pages 4-15
    2. Generating Satisfiable SAT Instances Using Random Subgraph Isomorphism
      Cǎlin Anton, Lane Olson
      Pages 16-26
    3. Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment
      Julien Bourdaillet, Stéphane Huet, Fabrizio Gotti, Guy Lapalme, Philippe Langlais
      Pages 27-38
    4. Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports
      Matthew Butler, Vlado Kešelj
      Pages 39-51
    5. Statistical Parsing with Context-Free Filtering Grammar
      Michael Demko, Gerald Penn
      Pages 52-63
    6. Machine Translation of Legal Information and Its Evaluation
      Atefeh Farzindar, Guy Lapalme
      Pages 64-73
    7. An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering
      Mohammad-Amin Jashki, Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani
      Pages 74-85
    8. Cost-Based Sampling of Individual Instances
      William Klement, Peter Flach, Nathalie Japkowicz, Stan Matwin
      Pages 86-97
    9. Context Dependent Movie Recommendations Using a Hierarchical Bayesian Model
      Daniel Pomerantz, Gregory Dudek
      Pages 98-109
    10. Automatic Frame Extraction from Sentences
      Martin Scaiano, Diana Inkpen
      Pages 110-120
    11. Control of Constraint Weights for a 2D Autonomous Camera
      Md. Shafiul Alam, Scott D. Goodwin
      Pages 121-132
    12. Training Global Linear Models for Chinese Word Segmentation
      Dong Song, Anoop Sarkar
      Pages 133-145
    13. A Concurrent Dynamic Logic of Knowledge, Belief and Certainty for Multi-agent Systems
      Lijun Wu, Jinshu Su, Xiangyu Luo, Zhihua Yang, Qingliang Chen
      Pages 146-157
    14. Enumerating Unlabeled and Root Labeled Trees for Causal Model Acquisition
      Yang Xiang, Zoe Jingyu Zhu, Yu Li
      Pages 158-170
    15. Compiling the Lexicographic Inference Using Boolean Cardinality Constraints
      Safa Yahi, Salem Benferhat
      Pages 171-182

  4. Short Papers

    1. Improving Document Search Using Social Bookmarking
      Hamidreza Baghi, Yevgen Biletskiy
      Pages 183-186
    2. Rank-Based Transformation in Measuring Semantic Relatedness
      Bartosz Broda, Maciej Piasecki, Stan Szpakowicz
      Pages 187-190
    3. Optimizing a Pseudo Financial Factor Model with Support Vector Machines and Genetic Programming
      Matthew Butler, Vlado Kešelj
      Pages 191-194
    4. Novice-Friendly Natural Language Generation Template Authoring Environment
      Maria Fernanda Caropreso, Diana Inkpen, Shahzad Khan, Fazel Keshtkar
      Pages 195-198
    5. A SVM-Based Ensemble Approach to Multi-Document Summarization
      Yllias Chali, Sadid A. Hasan, Shafiq R. Joty
      Pages 199-202
    6. Co-Training on Handwritten Digit Recognition
      Jun Du, Charles X. Ling
      Pages 203-206
    7. Evaluation Methods for Ordinal Classification
      Lisa Gaudette, Nathalie Japkowicz
      Pages 207-210
    8. STFLS: A Heuristic Method for Static and Transportation Facility Location Allocation in Large Spatial Datasets
      Wei Gu, Xin Wang, Liqiang Geng
      Pages 211-214
    9. An Ontology-Based Spatial Clustering Selection System
      Wei Gu, Xin Wang, Danielle Ziébelin
      Pages 215-218
    10. Exploratory Analysis of Co-Change Graphs for Code Refactoring
      Hassan Khosravi, Recep Colak
      Pages 219-223
    11. Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques
      Alexandre Kouznetsov, Stan Matwin, Diana Inkpen, Amir H. Razavi, Oana Frunza, Morvarid Sehatkar et al.
      Pages 224-228
    12. Large Neighborhood Search Using Constraint Satisfaction Techniques in Vehicle Routing Problem
      Hyun-Jin Lee, Sang-Jin Cha, Young-Hoon Yu, Geun-Sik Jo
      Pages 229-232
    13. Valuable Change Detection in Keyword Map Animation
      Takuya Nishikido, Wataru Sunayama, Yoko Nishihara
      Pages 233-236
    14. The WordNet Weaver: Multi-criteria Voting for Semi-automatic Extension of a Wordnet
      Maciej Piasecki, Bartosz Broda, Michał Marcińczuk, Stan Szpakowicz
      Pages 237-240
    15. Active Learning with Automatic Soft Labeling for Induction of Decision Trees
      Jiang Su, Sayyad Shirabad Jelber, Stan Matwin, Jin Huang
      Pages 241-244
    16. A Procedural Planning System for Goal Oriented Agents in Games
      Yingying She, Peter Grogono
      Pages 245-248
    17. An Empirical Study of Category Skew on Feature Selection for Text Categorization
      Mondelle Simeon, Robert Hilderman
      Pages 249-252
    18. Opinion Learning without Emotional Words
      Marina Sokolova, Guy Lapalme
      Pages 253-256
    19. Belief Rough Set Classifier
      Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
      Pages 257-261

  5. Graduate Student Symposium

    1. Automatic Extraction of Lexical Relations from Analytical Definitions Using a Constraint Grammar
      Olga Acosta
      Pages 262-265
    2. Grid-Enabled Adaptive Metamodeling and Active Learning for Computer Based Design
      Dirk Gorissen
      Pages 266-269
    3. Reasoning about Movement in Two-Dimensions
      Joshua Gross
      Pages 270-273
    4. Executable Specifications of Fully General Attribute Grammars with Ambiguity and Left-Recursion
      Rahmatullah Hafiz
      Pages 274-278
    5. \({\cal K}\)-\({\cal MORPH}\): A Semantic Web Based Knowledge Representation and Context-Driven Morphing Framework
      Sajjad Hussain
      Pages 279-282
    6. Background Knowledge Enriched Data Mining for Interactome Analysis
      Mikhail Jiline
      Pages 283-286
    7. Modeling and Inference with Relational Dynamic Bayesian Networks
      Cristina Manfredotti
      Pages 287-290
    8. A Semi-supervised Approach to Bengali-English Phrase-Based Statistical Machine Translation
      Maxim Roy
      Pages 291-294
  6. Back Matter
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About these proceedings

Introduction

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.

Keywords

DOM artificial intelligence computer linguistics cst decision tree feature selection financial forecasting handwriting intelligence knowle machine translation multi-agent systems pattern matching social bookmarking web advertising

Editors and affiliations

  • Yong Gao
    • 1
  • Nathalie Japkowicz
    • 2
  1. 1.Department of Computer Science Irving K. Barber School of Arts and SciencesUniversity of British Columbia OkanaganKelowna, British ColumbiaCanada
  2. 2.School of Information Technology & EngineeringUniversity of OttawaStn. A, OttawaCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-01818-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2009
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-01817-6
  • Online ISBN 978-3-642-01818-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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