Conceptual Exploration

This is the first textbook on attribute exploration, its theory, its algorithms for applications, and some of its many possible generalizations. Attribute exploration is useful for acquiring structured knowledge through an interactive process, by asking queries to an expert. Generalizations that han...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Ganter, Bernhard (Autor), Obiedkov, Sergei (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Data mining.
Algebra.
Data Mining and Knowledge Discovery.
Order, Lattices, Ordered Algebraic Structures.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • What to expect from this book
  • Concept lattices
  • An algorithm for closure systems
  • The canonical basis
  • Attribute exploration
  • Non-implicational background knowledge
  • Enhancing the expressive power
  • Relational Exploration
  • Concept exploration. .

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