Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques: 255 (Studies in Computational Intelligence) - Tapa blanda

Silva, Catarina; Ribeiro, Bernadete

 
9783642261343: Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques: 255 (Studies in Computational Intelligence)
Tapa blanda
ISBN 10: 3642261345 ISBN 13: 9783642261343
Editorial: Springer, 2012

Sinopsis

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 widespread use of digital texts, handling them is inherently difficult - the large amount of data necessary to represent them and the subjectivity of classification complicate matters.

This book gives a concise view on how to use kernel approaches for inductive inference in large scale text classification; it presents a series of new techniques to enhance, scale and distribute text classification tasks. It is not intended to be a comprehensive survey of the state-of-the-art of the whole field of text classification. Its purpose is less ambitious and more practical: to explain and illustrate some of the important methods used in this field, in particular kernel approaches and techniques.

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De la contraportada

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 widespread use of digital texts, handling them is inherently difficult - the large amount of data necessary to represent them and the subjectivity of classification complicate matters.

This book gives a concise view on how to use kernel approaches for inductive inference in large scale text classification; it presents a series of new techniques to enhance, scale and distribute text classification tasks. It is not intended to be a comprehensive survey of the state-of-the-art of the whole field of text classification. Its purpose is less ambitious and more practical: to explain and illustrate some of the important methods used in this field, in particular kernel approaches and techniques.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2012
Idioma
Inglés
ISBN 10 
3642261345
ISBN 13 
9783642261343
Encuadernación
Tapa blanda
Número de páginas
176
Contacto del fabricante
ProductSafety@springernature.com
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Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9783642045325: Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques: 255 (Studies in Computational Intelligence, 255)

Edición Destacada

ISBN 10:  3642045324 ISBN 13:  9783642045325
Editorial: Springer, 2009
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