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  • Conference proceedings
  • © 2007

Autonomous Intelligent Systems: Multi-Agents and Data Mining

Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4476)

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

Conference series link(s): AIS-ADM: International Workshop on Autonomous Intelligent Systems: Multi-Agents and Data Mining

Conference proceedings info: AIS-ADM 2007.

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Table of contents (27 papers)

  1. Front Matter

  2. Invited Talks

    1. Peer-to-Peer Data Mining, Privacy Issues, and Games

      • Kanishka Bhaduri, Kamalika Das, Hillol Kargupta
      Pages 1-10
    2. Ontos Solutions for Semantic Web: Text Mining, Navigation and Analytics

      • Vladimir Khoroshevsky, Irina Efimenko, Grigory Drobyazko, Polina Kananykina, Victor Klintsov, Dmitry Lisitsin et al.
      Pages 11-27
    3. Robust Agent Communities

      • Sandip Sen, Sabyasachi Saha, Stéphane Airiau, Teddy Candale, Dipyaman Banerjee, Doran Chakraborty et al.
      Pages 28-45
    4. WI Based Multi-aspect Data Analysis in a Brain Informatics Portal

      • Ning Zhong, Shinichi Motomura
      Pages 46-59
  3. Agent and Data Mining

    1. Agent-Mining Interaction: An Emerging Area

      • Longbing Cao, Chao Luo, Chengqi Zhang
      Pages 60-73
    2. Evaluating Knowledge Intensive Multi-agent Systems

      • Christos Dimou, Andreas L. Symeonidis, Pericles A. Mitkas
      Pages 74-87
    3. Towards an Ant System for Autonomous Agents

      • Zoheir Ezziane
      Pages 88-93
    4. Semantic Modelling in Agent-Based Software Development

      • Peter Graubmann, Mikhail Roshchin
      Pages 94-99
    5. Intelligent Agents for Real Time Data Mining in Telecommunications Networks

      • Luis E. Rocha-Mier, Leonid Sheremetov, Ildar Batyrshin
      Pages 138-152
    6. Role-Based Decision Mining for Multiagent Emergency Response Management

      • Alexander Smirnov, Mikhail Pashkin, Tatiana Levashova, Nikolay Shilov, Alexey Kashevnik
      Pages 178-191
  4. Agent Competition and Data Mining

    1. Virtual Markets: Q-Learning Sellers with Simple State Representation

      • Natalia Akchurina, Hans Kleine Büning
      Pages 192-205
    2. On Competing Agents Consistent with Expert Knowledge

      • Edward Pogossian, Vachagan Vahradyan, Arthur Grigoryan
      Pages 229-241

Other Volumes

  1. Autonomous Intelligent Systems: Multi-Agents and Data Mining

About this book

Since early 1990, multi-agent systems (MAS), data mining, and knowledge d- covery (KDD) have remained areas of high interest in the research and - velopment of intelligent information technologies. Indeed, MAS o?ers powerful metaphors for information system conceptualization, a range of new techniques, and technologies speci?cally focused on the design and implementation of lar- scale open distributed intelligent systems. KDD also provides intelligent inf- mation technology with powerful ideas, algorithms, and software means to help cope with the main problem of arti?cial intelligence, formulated in the we- known question “Where does the knowledge come from?”, thus actually making modern applications intelligent and adaptive. The evident recent trend in both science and industry is to integrate and take advantage of both technologies. The existing experience with combined application of multi-agent technology to design architectures of distributed (- erarchical and peer-to-peer) data mining and KDD systems, as well as the u- lization of data mining and KDD achievements to provide enhanced intelligence of MAS, con?rms the fact that both technologies are capable of mutual enri- ment and their integrateduse may result in intelligent information systems with new emergent properties. The 1st International Workshop “Autonomous Int- ligent Systems: Agents and Data Mining” (AIS-ADM 2005, June 6–8, 2005, St. Petersburg, Russia) was a response to the aforementioned trend. It con?rmed the interest of academic and industry communities in advancing the e?orts to integrate achievements in MAS and KDD, thus resulting in a new dimension and further progress in intelligent information technology.

Keywords

  • Navigation
  • agent coalitions
  • agent-based decision making
  • agent-based negotiation
  • algorithms
  • architecture
  • autonomous agents
  • autonomous intelligent systems
  • classification
  • communication
  • data mini
  • genetic algorithms
  • ontology
  • security
  • semantic web

Bibliographic Information

Buying options

eBook USD 39.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions