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Studies in Computational Intelligence #164: Intelligent Text Categorization and Clustering

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Studies in Computational Intelligence #164: Intelligent Text Categorization and Clustering Cover

 

Synopses & Reviews

Publisher Comments:

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.

Synopsis:

Spam filtering and web search are well-known applications of text categorization and clustering, but there are also many lesser known everyday uses. This text covers a wide spectrum of recent research developed for the field.

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 Tutuoring System Augmented with Quary Expansion.- Comparing Clustering on Symbolic Data.- Exploring a Genetic Algorithm for Hypertext Documents Clustering.

Product Details

ISBN:
9783540856436
Author:
Nedjah, Nadia
Publisher:
Springer
Editor:
Mourelle, Luiza De Macedo
Editor:
Kacprzyk, Janusz
Editor:
De Macedo Mourelle, Luiza
Author:
Franca, Felipe M. G.
Author:
Souza, Alberto Ferreira de
Subject:
Artificial Intelligence - General
Subject:
Document Management
Subject:
Natural Language Processing
Subject:
Intelligence (AI) & Semantics
Subject:
Computers-Reference - General
Subject:
Applied
Subject:
clustering
Subject:
Computational intelligence
Subject:
text categorization
Subject:
Appl.Mathematics/Computational Methods of Engineering
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Computational linguistics
Subject:
Document Preparation and Text Processing
Subject:
Language Translation and Linguistics
Copyright:
Edition Description:
Book
Series:
Studies in Computational Intelligence
Series Volume:
164
Publication Date:
20081117
Binding:
HARDCOVER
Language:
English
Illustrations:
Y
Pages:
134
Dimensions:
235 x 155 mm

Related Subjects

Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » Document Management
Computers and Internet » Computers Reference » General
Computers and Internet » Internet » Marketing
Computers and Internet » Software Engineering » Programming and Languages
Reference » Science Reference » Technology

Studies in Computational Intelligence #164: Intelligent Text Categorization and Clustering New Hardcover
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Product details 134 pages Springer - English 9783540856436 Reviews:
"Synopsis" by , Spam filtering and web search are well-known applications of text categorization and clustering, but there are also many lesser known everyday uses. This text covers a wide spectrum of recent research developed for the field.
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