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Books > Computing & IT > Applications of computing > Databases > Data mining

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Text Mining - Classification, Clustering, and Applications (Hardcover) Loot Price: R3,069
Discovery Miles 30 690
Text Mining - Classification, Clustering, and Applications (Hardcover): Ashok N. Srivastava, Mehran Sahami

Text Mining - Classification, Clustering, and Applications (Hardcover)

Ashok N. Srivastava, Mehran Sahami

Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

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Loot Price R3,069 Discovery Miles 30 690 | Repayment Terms: R288 pm x 12*

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The Definitive Resource on Text Mining Theory and Applications from Foremost Researchers in the Field

Giving a broad perspective of the field from numerous vantage points, Text Mining: Classification, Clustering, and Applications focuses on statistical methods for text mining and analysis. It examines methods to automatically cluster and classify text documents and applies these methods in a variety of areas, including adaptive information filtering, information distillation, and text search.

The book begins with chapters on the classification of documents into predefined categories. It presents state-of-the-art algorithms and their use in practice. The next chapters describe novel methods for clustering documents into groups that are not predefined. These methods seek to automatically determine topical structures that may exist in a document corpus. The book concludes by discussing various text mining applications that have significant implications for future research and industrial use.

There is no doubt that text mining will continue to play a critical role in the development of future information systems and advances in research will be instrumental to their success. This book captures the technical depth and immense practical potential of text mining, guiding readers to a sound appreciation of this burgeoning field.

General

Imprint: Chapman & Hall/CRC
Country of origin: United States
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Release date: June 2009
First published: June 2009
Editors: Ashok N. Srivastava • Mehran Sahami
Dimensions: 234 x 156 x 23mm (L x W x T)
Format: Hardcover
Pages: 328
ISBN-13: 978-1-4200-5940-3
Categories: Books > Computing & IT > Applications of computing > Databases > Data mining
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LSN: 1-4200-5940-8
Barcode: 9781420059403

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