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Survey of Text Mining II: Clustering, Classification, and Retrieval - Michael W. Berry
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Michael W. Berry:
Survey of Text Mining II: Clustering, Classification, and Retrieval - new book

2008, ISBN: 1848000456

ID: 18708590749

[EAN: 9781848000452], Neubuch, [PU: Springer], DATA MINING (EDV); KLASSIFIKATION, Mathematics|General, Computers & the Internet|Database Management|Data Mining, Neu Neuware; Rechnung mit MwSt.; new item; - The proliferation of digital computing devices and their use in communication has resulted in an increased demand for systems and algorithms capable of mining textual data. Thus, the development of techniques for mining unstructured, semi-structured, and fully-structured textual data has become increasingly important in both academia and industry. This second volume continues to survey the evolving field of text mining - the application of techniques of machine learning, in conjunction with natural language processing, information extraction and algebraic/mathematical approaches, to computational information retrieval. Numerous diverse issues are addressed, ranging from the development of new learning approaches to novel document clustering algorithms, collectively spanning several major topic areas in text mining. Features: Acts as an important benchmark in the development of current and future approaches to mining textual information Serves as an excellent companion text for courses in text and data mining, information retrieval and computational statistics Experts from academia and industry share their experiences in solving large-scale retrieval and classification problems Presents an overview of current methods and software for text mining Highlights open research questions in document categorization and clustering, and trend detection Describes new application problems in areas such as email surveillance and anomaly detection Survey of Text Mining II offers a broad selection in state-of-the art algorithms and software for text mining from both academic and industrial perspectives, to generate interest and insight into the state of the field. This book will be an indispensable resource for researchers, practitioners, and professionals involved in information retrieval, computational statistics, and data mining. Michael W. Berry is a professor in the Department of Electrical Engineering and Computer Science at the University of Tennessee, Knoxville. Malu Castellanos is a senior researcher at Hewlett-Packard Laboratories in Palo Alto, California. 240 pp. Englisch

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Survey of Text Mining II: Clustering, Classification, and Retrieval - Berry, Michael W. / Castellanos, Malu
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Berry, Michael W. / Castellanos, Malu:
Survey of Text Mining II: Clustering, Classification, and Retrieval - used book

ISBN: 9781848000452

ID: 7527766

The proliferation of digital computing devices and their use in communication has resulted in an increased demand for systems and algorithms capable of mining textual data. Thus, the development of techniques for mining unstructured, semi-structured, and fully-structured textual data has become increasingly important in both academia and industry. This second volume continues to survey the evolving field of text mining - the application of techniques of machine learning, in conjunction with natural language processing, information extraction and algebraic/mathematical approaches, to computational information retrieval. Numerous diverse issues are addressed, ranging from the development of new learning approaches to novel document clustering algorithms, collectively spanning several major topic areas in text mining. Features: a Acts as an important benchmark in the development of current and future approaches to mining textual information a Serves as an excellent companion text for courses in text and data mining, information retrieval and computational statistics a Experts from academia and industry share their experiences in solving large-scale retrieval and classification problems a Presents an overview of current methods and software for text mining a Highlights open research questions in document categorization and clustering, and trend detection a Describes new application problems in areas such as email surveillance and anomaly detection Survey of Text Mining II offers a broad selection in state-of-the art algorithms and software for text mining from both academic and industrial perspectives, to generate interest and insight into the state of the field. This book will be an indispensable resource for researchers, practitioners, and professionals involved in information retrieval, computational statistics, and data mining. Michael W. Berry is a professor in the Department of Electrical Engineering and Computer Science at the University of Tennessee, Knoxville. Malu Castellanos is a senior researcher at Hewlett-Packard Laboratories in Palo Alto, California. Survey of Text Mining II: Clustering, Classification, and Retrieval Berry, Michael W. / Castellanos, Malu, Springer

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Survey of Text Mining II - Berry, Michael W.; Castellanos, Malu
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Berry, Michael W.; Castellanos, Malu:
Survey of Text Mining II - new book

ISBN: 9781848000452

ID: 337181

The development of techniques for mining unstructured, semi-structured, and fully structured textual data has become critical in both academia and industry. This Second Edition brings readers thoroughly up to date with the emerging field of text mining, the application of techniques of machine learning in conjunction with natural language processing, information extraction, and algebraic/mathematical approaches to computational information retrieval. The book explores a broad range of issues, ranging from the development of new learning approaches to the parallelization of existing algorithms. In addition, it describes new application problems in areas such as email surveillance and anomaly detection. Presenting a comprehensive selection of topics within the field, this book is an indispensable resource for researchers, practitioners, and professionals involved in information retrieval, computational statistics, and datamining. Computers Computers eBook, Springer London

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Survey of Text Mining II - Berry, Michael W.; Castellanos, Malu
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Berry, Michael W.; Castellanos, Malu:
Survey of Text Mining II - new book

ISBN: 9781848000452

ID: 337181

This Second Edition explores the field of text mining. Coverage includes the use of machine learning in conjunction with natural language processing, information extraction, and algebraic/mathematical approaches to computational information retrieval. Computers Computers eBook, Springer London

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Survey of Text Mining II Clustering, Classification, and Retrieval - Berry, Michael W. (Herausgeber); Castellanos, Malu (Herausgeber)
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Berry, Michael W. (Herausgeber); Castellanos, Malu (Herausgeber):
Survey of Text Mining II Clustering, Classification, and Retrieval - hardcover

2008, ISBN: 1848000456

ID: A5352807

Gebundene Ausgabe Data Mining (EDV), Klassifikation, mit Schutzumschlag neu, [PU:Springer-Verlag GmbH; Springer London]

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Details of the book
Survey of Text Mining II
Author:

Michael W. Berry

Title:
ISBN:

The proliferation of digital computing devices and their use in communication has resulted in an increased demand for systems and algorithms capable of mining textual data. Thus, the development of techniques for mining unstructured, semi-structured, and fully structured textual data has become important in both academia and industry.This 2nd edition surveys the emerging field of Text Mining - the application of techniques of machine learning in conjunction with natural language processing, information extraction and algebraic/mathematical approaches to computational information retrieval. Many issues are addressed, ranging from the development of new learning approaches to the parallelization of existing algorithms.Presenting a comprehensive selection of topics within the field to generate both interest and insight into the state of Text Mining, this book will be an indispensable resource for researchers, practitioners, and professionals involved in information retrieval, computational statistics, and data mining.

Details of the book - Survey of Text Mining II


EAN (ISBN-13): 9781848000452
ISBN (ISBN-10): 1848000456
Hardcover
Publishing year: 2008
Publisher: Springer-Verlag GmbH
240 Pages
Weight: 0,555 kg
Language: eng/Englisch

Book in our database since 17.10.2007 09:47:24
Book found last time on 19.12.2017 17:14:41
ISBN/EAN: 9781848000452

ISBN - alternate spelling:
1-84800-045-6, 978-1-84800-045-2


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