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Inductive Inference for Large Scale Text Classification downloadPDF, EPUB, MOBI

Inductive Inference for Large Scale Text Classification.cBernadete Ribeiro
Inductive Inference for Large Scale Text Classification
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Author: Bernadete Ribeiro
Page Count: 155 pages
Published Date: 13 Nov 2009
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783642045325
Download Link: Inductive Inference for Large Scale Text Classification
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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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