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

Text classification is becoming a crucial task to analysts in different areas. In the last few decades, the production of textual documents in digital form has increased exponentially. Their applications range from web pages to scientific documents, including emails, news and books. Despite the wide...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Silva, Catarina (Autor), Ribeiro, Bernadete (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Studies in Computational Intelligence, 255
Temas:
Engineering mathematics.
Engineering-Data processing.
Natural language processing (Computer science).
Computational linguistics.
Artificial intelligence.
Mathematical and Computational Engineering Applications.
Natural Language Processing (NLP).
Computational Linguistics.
Artificial Intelligence.
Acceso en línea:Texto Completo
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.

Ejemplares similares