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Text mining with MATLAB®

Author: Rafael E Banchs
Publisher: New York, NY : Springer, ©2013.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
""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  Read more...
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Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
(CaONFJC)cou11200317
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Rafael E Banchs
ISBN: 9781461441519 146144151X 1461441501 9781461441502 9781283623797 128362379X
OCLC Number: 807986547
Description: 1 online resource.
Contents: Part 1. FUNDAMENTALS --
Handling Textual Data --
Regular Expressions --
Basic Operations with Strings --
Reading and Writing Files --
Introduction --
Part 2. MATHEMATICAL MODELS --
Basic Corpus Statistics --
Statistical Models --
Geometrical Models --
Dimensionality Reduction --
Part 3. METHODS AND APPLICATIONS --
Document Categorization --
Document Search --
Content Analysis.
Responsibility: Rafael E. Banchs.
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Abstract:

Suitable for text mining practitioners, this title offers introduction to text mining using MATLAB. It presents the basic procedures for handling and operating with text strings. It reviews major  Read more...

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From the reviews: "This book is ideal for professionals and students who require a basic understanding of text mining ... . Starting from the point of zero-knowledge, this book presents fundamental Read more...

 
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