Text Mining with MATLAB (R)

Name: Text Mining with MATLAB (R)
Brand: Springer-Verlag New York Inc.
SKU: 9781461441502
Price: 683.61 RON
Availability: InStock

Autor: Rafael E. Banchs

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Legare: Copertă tare

Editura: Springer-Verlag New York Inc.

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Text Mining with MATLAB provides a comprehensive introduction to text mining using MATLAB. It s desi...

Informații despre carte

Autor

Rafael E. Banchs

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2012

Pagini

356

EAN

9781461441502

ISBN

1461441501

Enbook ID

01427946

Editura

Springer-Verlag New York Inc.

Greutate

660

Dimensiuni

240 x 173 x 25

Descriere completă

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.

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