Inductive Inference for Large Scale Text Classification

Name: Inductive Inference for Large Scale Text Classification
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642045325
Price: 4138 CZK
Availability: InStock

Kernel Approaches and Techniques

Autor: Catarina Silva, Bernadete Ribeiro

Jazyk:

Vazba: Pevná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele

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4 138 Kč

Text classification is becoming a crucial task to analysts in different areas. In the last few decad...

Informace o knize

Autor

Catarina Silva, Bernadete Ribeiro

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2009

Stránek

155

EAN

9783642045325

ISBN

3642045324

Enbook ID

01650567

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

940

Rozměry

155 x 235 x 23

Kompletní popis

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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Inductive Inference for Large Scale Text Classification

Kernel Approaches and Techniques

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také