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.
Les mer
Produktdetaljer
ISBN
9781461441519
Publisert
2018
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter