Inductive Inference for Large Scale Text Classification : Kernel Approaches and Techniques /

Inductive Inference for Large Scale Text Classification : Kernel Approaches and Techniques /

Detalles Bibliográficos
Autores principales: Silva, Catarina. (Autor), Ribeiro, Bernadete. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Studies in Computational Intelligence, 255
Materias:
Applied mathematics.
Engineering mathematics.
Natural language processing (Computer science).
Computational linguistics.
Artificial intelligence.
Mathematical and Computational Engineering.
Natural Language Processing (NLP).
Computational Linguistics.
Artificial Intelligence.
Tabla de Contenidos:
  • Fundamentals
  • Background on Text Classification
  • Kernel Machines for Text Classification
  • Approaches and techniques
  • Enhancing SVMs for Text Classification
  • Scaling RVMs for Text Classification
  • Distributing Text Classification in Grid Environments
  • Framework for Text Classification.

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