Pattern Mining with Evolutionary Algorithms

This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, the...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Ventura, Sebastián (Autor), Luna, José María (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Pattern recognition systems.
Data mining.
Algorithms.
Automated Pattern Recognition.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction to Pattern Mining
  • Quality Measures in Pattern Mining
  • Introduction to Evolutionary Computation
  • Pattern Mining with Genetic Algorithms
  • Genetic Programming in Pattern Mining
  • Multiobjective Approaches in Pattern Mining
  • Supervised Local Pattern Mining
  • Mining Exceptional Relationships Between Patterns
  • Scalability in Pattern Mining.    .

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