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Advances in Artificial Intelligence

20th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2007, Montreal, Canada, May 28-30, 2007. Proceedings

  • Editors
  • Ziad Kobti
  • Dan Wu
Conference proceedings AI 2007

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4509)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 4509)

Table of contents

  1. Front Matter
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  2. Session 1. Agents

    1. Modeling Role-Based Agent Team
      Yu Zhang
      Pages 1-13
    2. Distributed Collaborative Filtering for Robust Recommendations Against Shilling Attacks
      Ae-Ttie Ji, Cheol Yeon, Heung-Nam Kim, Geun-Sik Jo
      Pages 14-25
    3. Competition and Coordination in Stochastic Games
      Andriy Burkov, Abdeslam Boularias, Brahim Chaib-draa
      Pages 26-37
    4. Multiagent-Based Dynamic Deployment Planning in RTLS-Enabled Automotive Shipment Yard
      Jindae Kim, Changsoo Ok, Soundar R. T. Kumara, Shang-Tae Yee
      Pages 38-49
    5. R-FRTDP: A Real-Time DP Algorithm with Tight Bounds for a Stochastic Resource Allocation Problem
      Camille Besse, Pierrick Plamondon, Brahim Chaib-draa
      Pages 50-60
    6. A Reorganization Strategy to Build Fault-Tolerant Multi-Agent Systems
      Sehl Mellouli
      Pages 61-72

  3. Session 2. Bioinformatics

    1. A Multi-site Subcellular Localizer for Fungal Proteins
      Michel Nathan
      Pages 73-85
    2. Selecting Genotyping Oligo Probes Via Logical Analysis of Data
      Kwangsoo Kim, Hong Seo Ryoo
      Pages 86-97

  4. Session 3. Classification

    1. Learning the Semantic Meaning of a Concept from the Web
      Yang Yu, Yun Peng
      Pages 98-109
    2. On Combining Dissimilarity-Based Classifiers to Solve the Small Sample Size Problem for Appearance-Based Face Recognition
      Sang-Woon Kim, Robert P. W. Duin
      Pages 110-121
    3. A Novel Approach for Automatic Palmprint Recognition
      Murat Ekinci, Murat Aykut
      Pages 122-133
    4. ICS: An Interactive Classification System
      Yan Zhao, Yiyu Yao, Mingwu Yan
      Pages 134-145
    5. Fast Most Similar Neighbor Classifier for Mixed Data
      Selene Hernández-Rodríguez, J. Francisco Martínez-Trinidad, J. Ariel Carrasco-Ochoa
      Pages 146-158
    6. Performance Measures in Classification of Human Communications
      Marina Sokolova, Guy Lapalme
      Pages 159-170
    7. Cost-Sensitive Decision Trees with Pre-pruning
      Jun Du, Zhihua Cai, Charles X. Ling
      Pages 171-179
    8. Probability Based Metrics for Locally Weighted Naive Bayes
      Bin Wang, Harry Zhang
      Pages 180-191
    9. Recurrent Boosting for Classification of Natural and Synthetic Time-Series Data
      Robert D. Vincent, Joelle Pineau, Philip de Guzman, Massimo Avoli
      Pages 192-203
    10. Pattern Classification in No-Limit Poker: A Head-Start Evolutionary Approach
      Brien Beattie, Garrett Nicolai, David Gerhard, Robert J. Hilderman
      Pages 204-215

  5. Session 4. Constraint Satisfaction

    1. Managing Conditional and Composite CSPs
      Malek Mouhoub, Amrudee Sukpan
      Pages 216-227
    2. Multiagent Constraint Satisfaction with Multiply Sectioned Constraint Networks
      Yang Xiang, Wanling Zhang
      Pages 228-240

  6. Session 5. Data Mining

    1. A Clustering Algorithm Based on Adaptive Subcluster Merging
      Jiani Hu, Weihong Deng, Jun Guo
      Pages 241-249
    2. Efficient Algorithms for Video Association Mining
      B. SivaSelvan, N. P. Gopalan
      Pages 250-260
    3. Distributed Data Mining in a Ubiquitous Healthcare Framework
      Murlikrishna Viswanathan
      Pages 261-271
    4. Constructing a User Preference Ontology for Anti-spam Mail Systems
      Jongwan Kim, Dejing Dou, Haishan Liu, Donghwi Kwak
      Pages 272-283
    5. Question Answering Summarization of Multiple Biomedical Documents
      Zhongmin Shi, Gabor Melli, Yang Wang, Yudong Liu, Baohua Gu, Mehdi M. Kashani et al.
      Pages 284-295
    6. A Profit-Based Business Model for Evaluating Rule Interestingness
      Yaohua Chen, Yan Zhao, Yiyu Yao
      Pages 296-307

  7. Session 6. Knowledge Representation and Reasoning

    1. Reasoning About Operations on Sets
      Bernhard Heinemann
      Pages 308-319
    2. Analytic Results on the Hodgkin-Huxley Neural Network: Spikes Annihilation
      Dragos Calitoiu, John B. Oommen, Doron Nussbaum
      Pages 320-331
    3. Improving Importance Sampling by Adaptive Split-Rejection Control in Bayesian Networks
      Changhe Yuan, Marek J. Druzdzel
      Pages 332-343
    4. Adding Local Constraints to Bayesian Networks
      Mark Crowley, Brent Boerlage, David Poole
      Pages 344-355
    5. On the Use of Possibilistic Bases for Local Computations in Product-Based Possibilistic Networks
      Salem Benferhat, Salma Smaoui
      Pages 356-368
    6. Reasoning with Conditional Preferences Across Attributes
      Shaoju Chen, Scott Buffett, Michael W. Fleming
      Pages 369-380
    7. Path Propagation for Inference in Bayesian Networks
      Dan Wu, Liu He
      Pages 381-392
    8. Problem-Solving Knowledge Mining from Users’ Actions in an Intelligent Tutoring System
      Roger Nkambou, Engelbert Mephu Nguifo, Olivier Couturier, Philippe Fournier-Viger
      Pages 393-404
    9. Incremental Neighborhood Graphs Construction for Multidimensional Databases Indexing
      Hakim Hacid, Tetsuya Yoshida
      Pages 405-416

  8. Session 7. Learning

    1. Learning Network Topology from Simple Sensor Data
      Dimitri Marinakis, Philippe Giguère, Gregory Dudek
      Pages 417-428
    2. Reinforcement Learning in Nonstationary Environment Navigation Tasks
      Terran Lane, Martin Ridens, Scott Stevens
      Pages 429-440
    3. On the Stability and Bias-Variance Analysis of Kernel Matrix Learning
      V. Vijaya Saradhi, Harish Karnick
      Pages 441-451

  9. Session 8. Natural Language

    1. Query-Based Summarization of Customer Reviews
      Olga Feiguina, Guy Lapalme
      Pages 452-463
    2. Multi-state Directed Acyclic Graphs
      Michael Wachter, Rolf Haenni
      Pages 464-475
    3. Fuzzy Clustering for Topic Analysis and Summarization of Document Collections
      René Witte, Sabine Bergler
      Pages 476-488
    4. Creating a Fuzzy Believer to Model Human Newspaper Readers
      Ralf Krestel, René Witte, Sabine Bergler
      Pages 489-501
    5. Rethinking the Semantics of Complex Nominals
      Nabil Abdullah, Richard A. Frost
      Pages 502-513
    6. A Hybrid Approach to Improving Automatic Speech Recognition Via NLP
      Kimberly Voll
      Pages 514-525

  10. Session 9. Planning

    1. Planning in Multiagent Expedition with Collaborative Design Networks
      Yang Xiang, Frank Hanshar
      Pages 526-538
    2. Hierarchical Shortest Pathfinding Applied to Route-Planning for Wheelchair Users
      Suling Yang, Alan K. Mackworth
      Pages 539-550
  11. Back Matter
    PDF

About these proceedings

Keywords

AI logics Bayesian network Navigation algorithmic learning artificial intelligence case based reasoning classification cognition computational intelligence constraint satisfaction decision tree intelligent robotics knowledge processing knowledge representation modeling

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-72665-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 2007
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-72664-7
  • Online ISBN 978-3-540-72665-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site