2009

Data Mining and Multi-agent Integration

Editors:

ISBN: 978-1-4419-0521-5 (Print) 978-1-4419-0522-2 (Online)

Table of contents (23 chapters)

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  1. Front Matter

    Pages i-xiii

  2. Introduction to Agents and Data Mining Interaction

    1. Front Matter

      Pages 1-1

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      Book Chapter

      Pages 3-36

      Introduction to Agent Mining Interaction and Integration

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      Book Chapter

      Pages 37-46

      Towards the Integration of Multiagent Applications and Data Mining

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      Book Chapter

      Pages 47-58

      Agent-Based Distributed Data Mining: A Survey

  3. Data Mining Driven Agents

    1. Front Matter

      Pages 60-60

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      Book Chapter

      Pages 61-75

      Exploiting Swarm Behaviour of Simple Agents for Clustering Web Users’ Session Data

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      Book Chapter

      Pages 77-92

      Mining Temporal Patterns to Improve Agents Behavior: Two Case Studies

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      Book Chapter

      Pages 93-102

      A Multi-Agent System for Extracting and Analysing Users’ Interaction in a Collaborative Knowledge Management System

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      Book Chapter

      Pages 103-126

      Towards Information Enrichment through Recommendation Sharing

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      Book Chapter

      Pages 127-142

      A Multiagent-based Intrusion Detection System with the Support of Multi-Class Supervised Classification

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      Book Chapter

      Pages 143-154

      Automatic Web Data Extraction Based on Genetic Algorithms and Regular Expressions

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      Book Chapter

      Pages 155-166

      Establishment and Maintenance of a Knowledge Network by Means of Agents and Implicit Data

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      Book Chapter

      Pages 167-176

      Equipping Intelligent Agents with Commonsense Knowledge acquired from Search Query Logs: Results from an Exploratory Story

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      Book Chapter

      Pages 177-186

      A Multi-Agent Learning Paradigm for Medical Data Mining Diagnostic Workbench

  4. Agent Driven Data Mining

    1. Front Matter

      Pages 188-188

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      Book Chapter

      Pages 189-200

      The EMADS Extendible Multi-Agent Data Mining Framework

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      Book Chapter

      Pages 201-218

      A Multiagent Approach to Adaptive Continuous Analysis of Streaming Data in Complex Uncertain Environments

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      Book Chapter

      Pages 219-238

      Multiagent Systems for Large Data Clustering

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      Book Chapter

      Pages 239-249

      A Multiagent, Multiobjective Clustering Algorithm

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      Book Chapter

      Pages 251-265

      Integration of Agents and Data Mining in Interactive Web Environment for Psychometric Diagnostics

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      Book Chapter

      Pages 267-278

      A Multi-Agent Framework for Anomalies Detection on Distributed Firewalls Using Data Mining Techniques

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      Book Chapter

      Pages 279-290

      Competitive-Cooperative Automated Reasoning from Distributed and Multiple Source of Data

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      Book Chapter

      Pages 291-304

      Normative Multi-Agent Enriched Data Mining to Support E-Citizens

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