Text Mining with MATLAB - Rilegato

Banchs, Rafael E.

Rilegato

ISBN 10: 1461441501 ISBN 13: 9781461441502

Casa editrice: Springer-Verlag New York Inc, 2012

Riassunto

Text Mining with MATLAB provides a comprehensive introduction to text mining using MATLAB. It’s designed to help text mining practitioners, as well as those with little-to-no experience with text mining in general, familiarize themselves with MATLAB and its complex applications.

The first part provides an introduction to basic procedures for handling and operating with text strings. Then, it reviews major mathematical modeling approaches. Statistical and geometrical models are also described along with main dimensionality reduction methods. Finally, it presents some specific applications such as document clustering, classification, search and terminology extraction.

All descriptions presented are supported with practical examples that are fully reproducible. Further reading, as well as additional exercises and projects, are proposed at the end of each chapter for those readers interested in conducting further experimentation.

Su questo libro

Dalla quarta di copertina

1

Dettagli dell'edizione

• Editore: Springer-Verlag New York Inc
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1461441501
• ISBN 13: 9781461441502
• Rilegatura: Copertina rigida
• Numero di pagine: 355
• Contatto del produttore: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Germania