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9783540856436

Intelligent Text Categorization and Clustering

by ; ; ;
  • ISBN13:

    9783540856436

  • ISBN10:

    3540856439

  • Format: Hardcover
  • Copyright: 2008-11-01
  • Publisher: Springer Verlag

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Summary

"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 exists (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."--BOOK JACKET.

Table of Contents

Gene Selection from Microarray Datap. 1
Preprocessing Techniques for Online Handwriting Recognitionp. 25
A Simple and Fast Term Selection Procedure for Text Clusteringp. 47
Bilingual Search Engine and Tutoring System Augmented with Query Expansionp. 65
Comparing Clustering on Symbolic Datap. 81
Exploring a Genetic Algorithm for Hypertext Documents Clusteringp. 95
Author Indexp. 119
Table of Contents provided by Ingram. All Rights Reserved.

Supplemental Materials

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The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

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