Intelligent Text Categorization and Clustering
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.

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Intelligent Text Categorization and Clustering
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.

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Intelligent Text Categorization and Clustering

Intelligent Text Categorization and Clustering

Intelligent Text Categorization and Clustering

Intelligent Text Categorization and Clustering

Hardcover(2009)

$109.99 
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Overview

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.


Product Details

ISBN-13: 9783540856436
Publisher: Springer Berlin Heidelberg
Publication date: 11/17/2008
Series: Studies in Computational Intelligence , #164
Edition description: 2009
Pages: 120
Product dimensions: 6.30(w) x 9.40(h) x 0.50(d)

Table of Contents

Gene Selection from Microarray Data.- Preprocessing Techniques for Online Handwriting Recognition.- A Simple and Fast Term Selection Procedure for Text Clustering.- Bilingual Search Engine and Tutoring System Augmented with Query Expansion.- Comparing Clustering on Symbolic Data.- Exploring a Genetic Algorithm for Hypertext Documents Clustering.
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