Agent Intelligence Through Data Mining

AGENT INTELLIGENCE THROUGH DATA MINING offers a self-contained overview of a relatively young but important area of research: the intersection of agent technology and data mining. This intersection leads to considerable advancements in the area of information technologies, drawing the increasing att...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Symeonidis, Andreas L. (Autor), Mitkas, Pericles A. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Colección:Multiagent Systems, Artificial Societies, and Simulated Organizations ; 14
Temas:
Artificial intelligence.
Data mining.
Database management.
Software engineering.
Artificial intelligence-Data processing.
Artificial Intelligence.
Data Mining and Knowledge Discovery.
Database Management.
Software Engineering.
Data Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Concepts and Techniques
  • Data Mining and Knowledge Discovery: A Brief Overview
  • Intelligent Agents and Multi-Agent Systems
  • Methodology
  • Exploiting Data Mining on Mas
  • Coupling Data Mining with Intelligent Agents
  • Knowledge Diffusion: Three Representative Test Cases
  • Data Mining on the Application Level of a Mas
  • Mining Agent Behaviors
  • Mining Knowledge for Agent Communities
  • Extensions...
  • Agent Retraining and Dynamical Improvement of Agent Intelligence
  • Areas of Application & Future Directions.

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