product iamge

Autonomous Intelligent Systems: Agents and Data Mining: International Workshop, AIS-ADM 2005, St. Petersburg, Russia, June 6-8, 2005. Proceedings

This document was uploaded by one of our users. The uploader already confirmed that they had the permission to publish it. If you are author/publisher or own the copyright of this documents, please report to us by using this DMCA report form.

Download
Search on Amazon

Simply click on the Download Book button.

Yes, Book downloads on Ebookily are 100% Free.

Sometimes the book is free on Amazon As well, so go ahead and hit "Search on Amazon"

This book constitutes the refereed proceedings of the International Workshop on Autonomous Intelligent Systems: Agents and Data Mining, AIS-ADM 2005, held in St. Petersburg, Russia in June 2005.

The 17 revised full papers presented together with 5 invited papers and the abstract of an invited talk were carefully reviewed and selected from 29 submissions. The papers are organized in topical sections on agent-based data mining issues, ontologies and Web mining, and applications and case studies.

Author(s): Nick Jennings (auth.), Vladimir Gorodetsky, Jiming Liu, Victor A. Skormin (eds.)
Series: Lecture Notes in Computer Science 3505 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005

Language: English
Pages: 303
Tags: Artificial Intelligence (incl. Robotics); Computer Communication Networks; Database Management; Information Storage and Retrieval; Information Systems Applications (incl.Internet)

Front Matter....Pages -
Negotiation Technologies....Pages 1-1
Knowledge Discovery for Training Intelligent Agents: Methodology, Tools and Applications....Pages 2-18
Artificial Immune Systems—An Emergent Technology for Autonomous Intelligent Systems and Data Mining....Pages 19-36
Evolving Agents: Communication and Cognition....Pages 37-49
Agents and Data Mining: Mutual Enhancement by Integration....Pages 50-61
Soft-Device Inheritance in the Knowledge Grid....Pages 62-78
Towards the Adaptive Organization: Formation and Conservative Reconfiguration of Agents Coalitions....Pages 79-92
A Cooperative Multi-agent Data Mining Model and Its Application to Medical Data on Diabetes....Pages 93-107
Technology of Agent-Based Decision Making System Development....Pages 108-122
An Architecture for Distributed Agent-Based Data Preprocessing....Pages 123-133
Meta-reasoning Methods for Agent’s Intention Modelling....Pages 134-148
Execution Engine of Meta-learning System for KDD in Multi-agent Environment....Pages 149-160
A Methodology for Predicting Agent Behavior by the Use of Data Mining Techniques....Pages 161-174
Topic-Specific Text Filtering Based on Multiple Reducts....Pages 175-183
Parallel Algorithm for Mining Frequent Closed Sequences....Pages 184-192
Decision Trees Capacity and Probability of Misclassification....Pages 193-199
Querying Dynamic and Context-Sensitive Metadata in Semantic Web....Pages 200-214
Ontology Issue in Multi-agent Distributed Learning....Pages 215-230
Ontology-Based Users and Requests Clustering in Customer Service Management System....Pages 231-246
Multi-agent Approach for Community Clustering Based on Individual Ontology Annotations....Pages 247-262
Effective Discovery of Intrusion Protection Strategies....Pages 263-276
Integrating Knowledge Through Cooperative Negotiation – A Case Study in Bioinformatics....Pages 277-288
Data Mining Techniques for RoboCup Soccer Agents....Pages 289-301
Back Matter....Pages -