Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory Computational Intelligence and Soft Computing Applications /

By 'model' we mean a mathematical description of a world aspect. With the proliferation of computers a variety of modeling paradigms emerged under computational intelligence and soft computing. An advancing technology is currently fragmented due, as well, to the need to cope with different...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kaburlasos, Vassilis G. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Studies in Computational Intelligence, 27
Temas:
Computer science.
Artificial intelligence.
Engineering mathematics.
Engineering-Data processing.
Mathematics.
Theory of Computation.
Artificial Intelligence.
Mathematical and Computational Engineering Applications.
Applications of Mathematics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • The Context
  • Origins in Context
  • Relevant Literature Review
  • Theory and Algorithms
  • Novel Mathematical Background
  • Real-World Grounding
  • Knowledge Representation
  • The Modeling Problem and its Formulation
  • Algorithms for Clustering, Classification, and Regression
  • Applications and Comparisons
  • Numeric Data Applications
  • Nonnumeric Data Applications
  • Connections with Established Paradigms
  • Conclusion
  • Implementation Issues
  • Discussion.

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