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Sinopsis
Unusual book
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Críticas
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 knowledge of text mining with an easy-to-read and mathematically rigorous introduction based on statistical and geometrical models. In addition, the book summarizes the current state of research in this area with some potential applications, including document categorization, searching and content analysis. ... The book is highly recommended for text mining practitioners from basic to intermediate level.” (Korhan Günel, Zentralblatt MATH, Vol. 1254, 2013)
“The book offers a nice introduction to techniques and methods for text mining with MATLAB. It is recommended for MATLAB users, especially those who are familiar with writing code. ... beginners will find it interesting and easy to follow. Readers interested in text mining will also find the overall matrix philosophy of MATLAB interesting. Teachers especially will find the book useful for project assignments.” (Lefteris Angelis, ACM Computing Reviews, February, 2013)
Reseña del editor
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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- EditorialSpringer
- Año de publicación2012
- ISBN 10 1461441501
- ISBN 13 9781461441502
- EncuadernaciónTapa dura
- IdiomaInglés
- Número de páginas368
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Text Mining with MATLAB�
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Text Mining with MATLAB®
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Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Features the first in-depth guide to text mining with Matlab, a powerful, yet flexible numerical computing platform and programming languageIllustrates key concepts and definitions through a series of increasingly complex examples and exercises. Nº de ref. del artículo: 4198346
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Text Mining with MATLAB®
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Springer New York Aug 2012, 2012
ISBN 10: 1461441501
ISBN 13: 9781461441502
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Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 368 pp. Englisch. Nº de ref. del artículo: 9781461441502
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Text Mining with MATLAB®
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Springer New York, Springer US, 2012
ISBN 10: 1461441501
ISBN 13: 9781461441502
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Buch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Nº de ref. del artículo: 9781461441502
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Text Mining with MATLAB®
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Text Mining with MATLAB (R)
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Text Mining with MATLAB®
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Text Mining With Matlab
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Springer-Verlag New York Inc, 2012
ISBN 10: 1461441501
ISBN 13: 9781461441502
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