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Author Banchs, Rafael E.

Title Text mining with MATLAB® / Rafael E. Banchs.

Imprint New York, NY : Springer, ©2013.


Location Call No. OPAC Message Status
 Axe Books 24x7 IT E-Book  Electronic Book    ---  Available
Description 1 online resource
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
data file rda
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.
Bibliography Includes bibliographical references and index.
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 mathematical modeling approaches. Statistical and geometrical models are also described along with main dimensionality reduction methods.
Language English.
Subject MATLAB.
MATLAB. (OCoLC)fst01365096
Data mining.
Natural language processing (Computer science)
Data Mining.
Natural Language Processing.
COMPUTERS -- General.
Data mining. (OCoLC)fst00887946
Natural language processing (Computer science) (OCoLC)fst01034365
Indexed Term Computer science.
Information storage and retrieval systems.
Data Mining and Knowledge Discovery.
Math Applications in Computer Science.
Information Storage and Retrieval.
Genre/Form Electronic books.
Other Form: Print version: 9781283623797
ISBN 9781461441519 (electronic bk.)
146144151X (electronic bk.)
Standard No. 10.1007/978-1-4614-4151-9 doi
AU@ 000050182680
AU@ 000053295501
AU@ 000059643052
AU@ 000059878945
DEBSZ 397367333
DKDLA 820120-katalog:000660977
NLGGC 370637097
NLGGC 384140688
NZ1 14690524
NZ1 15737534

Available items only