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Advances in Artificial Intelligence

25th Canadian Conference on Artificial Intelligence, Canadian AI 2012, Toronto, ON, Canada, May 28-30, 2012. Proceedings

  • Leila Kosseim
  • Diana Inkpen
Conference proceedings AI 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7310)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7310)

Table of contents

  1. Front Matter
    PDF

  2. Long Papers

    1. Applying Latent Semantic Analysis to Tag-Based Community Recommendations
      Aysha Akther, Heung-Nam Kim, Majdi Rawashdeh, Abdulmotaleb El Saddik
      Pages 1-12
    2. Macro Learning in Planning as Parameter Configuration
      Maher Alhossaini, J. Christopher Beck
      Pages 13-24
    3. Efficient Pairwise Classification Using Local Cross Off Strategy
      Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera
      Pages 25-36
    4. Learning Sentiments from Tweets with Personal Health Information
      Victoria Bobicev, Marina Sokolova, Yasser Jafer, David Schramm
      Pages 37-48
    5. Searching for Poor Quality Machine Translated Text: Learning the Difference between Human Writing and Machine Translations
      Dave Carter, Diana Inkpen
      Pages 49-60
    6. Mining Top-K Association Rules
      Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng
      Pages 61-73
    7. Cost-Sensitive Self-Training
      Yuanyuan Guo, Harry Zhang, Bruce Spencer
      Pages 74-84
    8. An Empirical Study of Encodings for Group MaxSAT
      Federico Heras, Antonio Morgado, Joao Marques-Silva
      Pages 85-96
    9. Actions, Preferences, and Logic Programs
      Aaron Hunter
      Pages 97-108
    10. Preference-Based Planning via MaxSAT
      Farah Juma, Eric I. Hsu, Sheila A. McIlraith
      Pages 109-120
    11. Getting Emotional about News Summarization
      Alistair Kennedy, Anna Kazantseva, Diana Inkpen, Stan Szpakowicz
      Pages 121-132
    12. Exploiting the Probability of Observation for Efficient Bayesian Network Inference
      Fouzia Mousumi, Kevin Grant
      Pages 133-144
    13. A Strategic Reputation-Based Mechanism for Mobile Ad Hoc Networks
      Zeinab Noorian, Mahdi Noorian, Michael Fleming, Stephen Marsh
      Pages 145-157
    14. Domain Adaptation Techniques for Machine Translation and Their Evaluation in a Real-World Setting
      Baskaran Sankaran, Majid Razmara, Atefeh Farzindar, Wael Khreich, Fred Popowich, Anoop Sarkar
      Pages 158-169
    15. Applying Least Angle Regression to ELM
      Hang Shao, Nathalie Japkowicz
      Pages 170-180
    16. Clustering Based One-Class Classification for Compliance Verification of the Comprehensive Nuclear-Test-Ban Treaty
      Shiven Sharma, Colin Bellinger, Nathalie Japkowicz
      Pages 181-193
    17. Image Morphing: Transfer Learning between Tasks That Have Multiple Outputs
      Daniel L. Silver, Liangliang Tu
      Pages 194-205
    18. A Formal Study on the Dualities in Temporal Projection Problems
      Xing Tan
      Pages 206-217
    19. Predicting Good Propagation Methods for Constraint Satisfaction
      Craig D. S. Thompson, Michael C. Horsch
      Pages 218-229
    20. Analysis of Important Factors for Measuring Similarity of Symbolic Music Using n-gram-Based, Bag-of-Words Approach
      Jacek Wołkowicz, Vlado Kešelj
      Pages 230-241
    21. Multiagent Decision by Partial Evaluation
      Yang Xiang, Frank Hanshar
      Pages 242-254
    22. A Study of Recommending Locations on Location-Based Social Network by Collaborative Filtering
      Dequan Zhou, Bin Wang, Seyyed Mohammadreza Rahimi, Xin Wang
      Pages 255-266
    23. Role Assignment for an Agent Group in Consideration of Conflicts among Agents
      Haibin Zhu
      Pages 267-279

  3. Short Papers

    1. Learning Observation Models for Dialogue POMDPs
      Hamid R. Chinaei, Brahim Chaib-draa, Luc Lamontagne
      Pages 280-286
    2. A Genetic and Social Computational Model for the Emergence of Skill-Based Agent Specialization
      Denton Cockburn, Ziad Kobti
      Pages 287-292
    3. Improvements to AdaBoost Dynamic
      Erico N. de Souza, Stan Matwin
      Pages 293-298
    4. Mining Sequential Rules Common to Several Sequences with the Window Size Constraint
      Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng, Roger Nkambou
      Pages 299-304
    5. Mining Administrative Data to Predict Falls in the Elderly Population
      Arian Hosseinzadeh, Masoumeh Izadi, Doina Precup, David Buckeridge
      Pages 305-311
    6. Text Similarity Using Google Tri-grams
      Aminul Islam, Evangelos Milios, Vlado Kešelj
      Pages 312-317
    7. Mining the Hidden Structure of Inductive Learning Data Sets
      Nathalie Japkowicz
      Pages 318-324
    8. Curriculum Learning for Motor Skills
      Andrej Karpathy, Michiel van de Panne
      Pages 325-330
    9. Bayesian Multiple Imputation Approaches for One-Class Classification
      Shehroz S. Khan, Jesse Hoey, Daniel Lizotte
      Pages 331-336
    10. A Three-Level Cognitive Architecture for the Simulation of Human Behaviour
      Othalia Larue, Pierre Poirier, Roger Nkambou
      Pages 337-342
    11. Anomaly Detection via Coupled Gaussian Kernels
      Guichong Li, Nathalie Japkowicz, Lian Yang
      Pages 343-349
    12. Formal Verification of Temporal Questions in the Context of Query-Answering Text Summarization
      Nasrin Mostafazadeh, Omid Bakhshandeh Babarsad, Gholamreza Ghassem-Sani
      Pages 350-355
    13. Dsharp: Fast d-DNNF Compilation with sharpSAT
      Christian Muise, Sheila A. McIlraith, J. Christopher Beck, Eric I. Hsu
      Pages 356-361
    14. A Multiagent System to Solve JSSP Using a Multi-Population Cultural Algorithm
      Mohammad R. Raeesi N., Ziad Kobti
      Pages 362-367
    15. Modeling Local Belief Revision in a Dynamic Reasoning System
      Daniel G. Schwartz, Stanislav Ustymenko
      Pages 368-373
    16. Exploiting Semantic Roles for Asynchronous Question Answering in an Educational Setting
      Dunwei Wen, John Cuzzola, Lorna Brown, Kinshuk
      Pages 374-379

  4. Selected Papers from the Graduate Student Symposium

    1. Managing Concurrent Negotiations in Multi-agent Systems
      Khalid Mansour
      Pages 380-383
    2. Generalizing and Executing Plans
      Christian Muise
      Pages 384-387
    3. Semantic Analysis of Functional and Non-Functional Requirements in Software Requirements Specifications
      Abderahman Rashwan
      Pages 388-391
    4. Populating a Knowledge Base from a Dictionary
      Martin Scaiano
      Pages 392-395
  5. Back Matter
    PDF

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 25th Canadian Conference on Artificial Intelligence, Canadian AI 2012, held in Toronto, Canada, in May 2012.
The 23 regular papers, 16 short papers, and 4 papers from the Graduate Student Symposium presented were carefully reviewed and selected for inclusion in this book. The papers cover a broad range of topics presenting original work in all areas of artificial intelligence, either theoretical or applied.

Keywords

community recommendations multi-agent systems natural language processing probabilistic model statistical machine translation

Editors and affiliations

  • Leila Kosseim
    • 1
  • Diana Inkpen
    • 2
  1. 1.Faculty of Engineering and Computer Science, Department of Computer Science and Software EngineeringConcordia UniversityMontrealCanada
  2. 2.Faculty of Engineering, School of Electrical Engineering and Computer ScienceUniversity of OttawaOttawaCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-30353-1
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-30352-4
  • Online ISBN 978-3-642-30353-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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