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Intelligent Text Categorization and Clustering

Specificaties
Gebonden, 120 blz. | Engels
Springer Berlin Heidelberg | 2009e druk, 2008
ISBN13: 9783540856436
Rubricering
Springer Berlin Heidelberg 2009e druk, 2008 9783540856436
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9783540856436
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:120
Uitgever:Springer Berlin Heidelberg
Druk:2009

Inhoudsopgave

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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        Intelligent Text Categorization and Clustering