Autonomous Intelligent Systems自主智能系统

出版时间：2005-07-21  出版社：Springer  作者：Gorodetski, Vladimir I. (EDT)/ Liu, Jiming/ Skormin, Victor A./ Ais-adm 200/ Gorodetski, Vladimir I.  页数：300  

内容概要

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.

书籍目录

Invited Papers  Negotiation Technologies　Knowledge Discovery for Training Intelligent Agents: Methodology　Tools and Applications　Artificial Immune Systems--An Emergent Technology for Autonomous　Intelligent Systems and Data Mining　Evolving Agents: Communication and Cognition　Agents and Data Mining: Mutual Enhancement by Integration　Soft-Device Inheritance in the Knowledge GridAgent Based Data Mining Issues　Towards the Adaptive Organization: Formation and Conservative　Reconfiguration of Agents Coalitions　A Cooperative Multi-agent Data Mining Model and Its Application to　Medical Data on Diabetes　Technology of Agent-Based Decision Making System Development　An Architecture for Distributed AgentBased Data Preprocessing　Meta-reasoning Methods for Agent's Intention Modelling　Execution Engine of Meta-learning System for KDD in Multi-agent　Environment　A Methodology for Predicting Agent Behavior by the Use of Data　Mining TechniquesOntology and Web Mining　Topic-Specific Text Filtering Based on Multiple Reducts　Parallel Algorithm for Mining Frequent Closed Sequences　Decision Trees Capacity and Probability of Misclassification　Querying Dynamic and Context-Sensitive Metadata in Semantic Web　Ontology Issue in Multi-agent Distributed Learning　Ontology-Based Users and Requests Clustering in Customer Service　Management System　Multi-agent Approach for Community Clustering Based on IndividualOntology AnnotationsApplications and Case Studies　Effective Discovery of Intrusion Protection Strategies　Integrating Knowledge Through Cooperative Negotiation - A Case　Study in Bioinformatics……Author Index