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Classification and Modeling with Linguistic Information Granules

Classification and Modeling with Linguistic Information Granules

Hisao Ishibuchi / Manabu Nii / Tomoharu Nakashima

244,44 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2010
Materia
Lingüistica
ISBN:
9783642058608
244,44 €
IVA incluido
Disponible

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Sobre IBD

Linguistic Information Granules.- Pattern Classification with Linguistic Rules.- Learning of Linguistic Rules.- Input Selection and Rule Selection.- Genetics-Based Machine Learning.- Multi-Objective Design of Linguistic Models.- Comparison of Linguistic Discretization with Interval Discretization.- Modeling with Linguistic Rules.- Design of Compact Linguistic Models.- Linguistic Rules with Consequent Real Numbers.- Handling of Linguistic Rules in Neural Networks.- Learning of Neural Networks from Linguistic Rules.- Linguistic Rule Extraction from Neural Networks.- Modeling of Fuzzy Input-Output Relations.

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Otros libros del autor

  • Classification and Modeling with Linguistic Information Granules
    Hisao Ishibuchi / Manabu Nii / Tomoharu Nakashima
    Many approaches have already been proposed for classification and modeling in the literature. These approaches are usually based on mathematical mod­ els. Computer systems can easily handle mathematical models even when they are complicated and nonlinear (e.g., neural networks). On the other hand, it is not always easy for human users to intuitively u...