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Autonomous Intelligent Systems自主智能系统:代理与数据发掘/国际讨论会

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Autonomous Intelligent Systems自主智能系统:代理与数据发掘/国际讨论会

最 低 价:¥488.20

定 价:¥542.40

作 者:VladimirGorodetsky 著

出 版 社:北京燕山出版社

出版时间:2005-4-1

I S B N:3540261648

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内容简介

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 abst 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.

作者简介

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 Grid
Agent 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 Techniques
Ontology 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 Annotations
Applications and Case Studies
 Effective Discovery of Intrusion Protection Strategies
 Integrating Knowledge Through Cooperative Negotiation - A Case Study in Bioinformatics
……
Author Index

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