Swarm Intelligence in Data Mining

Swarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates. Data Mining is an analytic process designed to explore large amounts of...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Abraham, Ajith (Editor ), Grosan, Crina (Editor ), Ramos, Vitorino (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Studies in Computational Intelligence, 34
Temas:
Computer science.
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Theory of Computation.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Swarm Intelligence in Data Mining
  • Ants Constructing Rule-Based Classifiers
  • Performing Feature Selection with ACO
  • Simultaneous Ant Colony Optimization Algorithms for Learning Linguistic Fuzzy Rules
  • Ant Colony Clustering and Feature Extraction for Anomaly Intrusion Detection
  • Particle Swarm Optimization for Pattern Recognition and Image Processing
  • Data and Text Mining with Hierarchical Clustering Ants
  • Swarm Clustering Based on Flowers Pollination by Artificial Bees
  • Computer study of the evolution of 'news foragers' on the Internet
  • Data Swarm Clustering
  • Clustering Ensemble Using ANT and ART.

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