Text Mining with MATLAB®

Download or Read eBook Text Mining with MATLAB® PDF written by Rafael E. Banchs and published by Springer. This book was released on 2014-09-19 with total page 0 pages. Available in PDF, EPUB and Kindle.
Text Mining with MATLAB®
Author :
Publisher : Springer
Total Pages : 0
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ISBN-10 : 1489994645
ISBN-13 : 9781489994646
Rating : 4/5 (45 Downloads)

Book Synopsis Text Mining with MATLAB® by : Rafael E. Banchs

Book excerpt: 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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