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  • Conference proceedings
  • © 2012

Agents and Data Mining Interaction

7th International Workshop, ADMI 2011, Taipei, Taiwan, May 2-6, 2011, Revised Selected Papers

  • High quality selected papers

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  • State of the art research

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7103)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): ADMI: International Workshop on Agents and Data Mining Interaction

Conference proceedings info: ADMI 2011.

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  • ISBN: 978-3-642-27609-5
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Table of contents (22 papers)

  1. Front Matter

  2. Agents for Data Mining

    1. Front Matter

      Pages 1-1
    2. Toward a Methodology for Agent-Based Data Mining and Visualization

      • Elizabeth Sklar, Chipp Jansen, Jonathan Chan, Michael Byrd
      Pages 4-15
    3. A Multi-agent Based Approach to Clustering: Harnessing the Power of Agents

      • Santhana Chaimontree, Katie Atkinson, Frans Coenen
      Pages 16-29
    4. Agent Enriched Distributed Association Rules Mining: A Review

      • G. S. Bhamra, A. K. Verma, R. B. Patel
      Pages 30-45
    5. Towards a Numerical, Agent-Based, Behaviour Analysis: The Case of Tourism

      • Sébastien Corniglion, Nadine Tournois
      Pages 58-85
  3. Data Mining for Agents

    1. Front Matter

      Pages 115-115
    2. Exploiting Domain Knowledge in Making Delegation Decisions

      • Chukwuemeka David Emele, Timothy J. Norman, Murat Şensoy, Simon Parsons
      Pages 117-131
    3. Data Mining to Support Human-Machine Dialogue for Autonomous Agents

      • Susan L. Epstein, Rebecca Passonneau, Tiziana Ligorio, Joshua Gordon
      Pages 132-155
    4. An Instance-Window Based Classification Algorithm for Handling Gradual Concept Drifts

      • Vahida Attar, Prashant Chaudhary, Sonali Rahagude, Gaurish Chaudhari, Pradeep Sinha
      Pages 156-172
    5. Towards a Multiagent-Based Distributed Intrusion Detection System Using Data Mining Approaches

      • Imen Brahmi, Sadok Ben Yahia, Hamed Aouadi, Pascal Poncelet
      Pages 173-194
    6. Change Point Analysis for Intelligent Agents in City Traffic

      • Maksims Fiosins, Jelena Fiosina, Jörg P. Müller
      Pages 195-210
    7. Mining Frequent Agent Action Patterns for Effective Multi-agent-Based Web Service Composition

      • Xiaofeng Wang, Wenjia Niu, Gang Li, Xinghua Yang, Zhongzhi Shi
      Pages 211-227
    8. Enhancing Agent Intelligence through Evolving Reservoir Networks for Predictions in Power Stock Markets

      • Kyriakos C. Chatzidimitriou, Antonios C. Chrysopoulos, Andreas L. Symeonidis, Pericles A. Mitkas
      Pages 228-247
  4. Agent Mining Applications

    1. Front Matter

      Pages 259-259

Other Volumes

  1. Agents and Data Mining Interaction

    7th International Workshop on Agents and Data Mining Interation, ADMI 2011, Taipei, Taiwan, May 2-6, 2011, Revised Selected Papers

About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the 7th International Workshop on Agents and Data Mining Interaction, ADMI 2011, held in Taipei, Taiwan, in May 2011 in conjunction with AAMAS 2011, the 10th International Joint Conference on Autonomous Agents and Multiagent Systems. The 11 revised full papers presented were carefully reviewed and selected from 24 submissions. The papers are organized in topical sections on agents for data mining; data mining for agents; and agent mining applications.

Keywords

  • Web services
  • constraint optimization
  • decision making
  • human-machine interaction
  • information retrieval

Editors and Affiliations

  • Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia

    Longbing Cao

  • Instituto de Informática, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil

    Ana L. C. Bazzan

  • Electrical and Computer Engineering Department, Aristotle University of Thessaloniki, Thessaloniki, Greece

    Andreas L. Symeonidis

  • St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia

    Vladimir I. Gorodetsky

  • Department of Knowledge Engineering, Maastricht University, Maastricht, The Netherlands

    Gerhard Weiss

  • Department of Computer Science, University of Illinois at Chicago, Chicago, USA

    Philip S. Yu

Bibliographic Information

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-27609-5
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 89.99
Price excludes VAT (USA)