Studies in Computational Intelligence

Intelligent Text Categorization and Clustering

Editors: França, Felipe M. G., de Souza, Alberto Ferreira (Eds.)

  • Recent advances in Text Categorization and Clustering

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eBook $159.00
price for USA (gross)
  • ISBN 978-3-540-85644-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
  • ISBN 978-3-540-85643-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-3-642-09929-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Automatic Text Categorization and Clustering are becoming more and more important as the amount of text in electronic format grows and the access to it becomes more necessary and widespread. Well known applications are spam filtering and web search, but a large number of everyday uses exist (intelligent web search, data mining, law enforcement, etc.) Currently, researchers are employing many intelligent techniques for text categorization and clustering, ranging from support vector machines and neural networks to Bayesian inference and algebraic methods, such as Latent Semantic Indexing.

This volume offers a wide spectrum of research work developed for intelligent text categorization and clustering. In the following, we give a brief introduction of the chapters that are included in this book.

Table of contents (6 chapters)

  • Gene Selection from Microarray Data

    Borges, Helyane Bronoski (et al.)

    Pages 1-23

  • Preprocessing Techniques for Online Handwriting Recognition

    Huang, Bing Quan (et al.)

    Pages 25-45

  • A Simple and Fast Term Selection Procedure for Text Clustering

    Almeida, Luiz G. P. (et al.)

    Pages 47-64

  • Bilingual Search Engine and Tutoring System Augmented with Query Expansion

    Facundes, Nuttanart (et al.)

    Pages 65-79

  • Comparing Clustering on Symbolic Data

    Silva, Alzennyr (et al.)

    Pages 81-94

Buy this book

eBook $159.00
price for USA (gross)
  • ISBN 978-3-540-85644-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
  • ISBN 978-3-540-85643-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-3-642-09929-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Intelligent Text Categorization and Clustering
Editors
  • Felipe M. G. França
  • Alberto Ferreira de Souza
Series Title
Studies in Computational Intelligence
Series Volume
164
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-85644-3
DOI
10.1007/978-3-540-85644-3
Hardcover ISBN
978-3-540-85643-6
Softcover ISBN
978-3-642-09929-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XIV, 120
Number of Illustrations and Tables
34 b/w illustrations
Topics