| Description |
1 online resource (xiii, 117 pages) : illustrations |
| Series |
Studies in computational intelligence ; v. 164 |
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Studies in computational intelligence ; v. 164.
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| Contents |
Gene selection from microarray data / Helyane Bronoski Borges, Julio Cesar Nievola -- Preprocessing techniques for online handwriting recognition / Bing Quan Huang, Y.B. Zhang, M.-T. Kechadi -- A simple and fast term selection procedure for text clustering / Luiz G.P. Almeida, Ana T.R. Vasconcelos, Marco A.G. Maia -- Bilingual search engine and tutoring system augmented with query expansion / Nuttanart Facundes, Ratchaneekorn Theva-askorn, Booncharoen Sirinaovakul -- Comparing clustering on symbolic data / Alzennyr da Silva, Yves Lechevallier, Francisco de Carvalho -- Exploring a genetic algorithm for hypertest documents clustering / Lando M. di Carlantonio, Rosa Maria E.M. da Costa |
| 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."--Jacket |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Text processing (Computer science)
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Document clustering.
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Cluster analysis -- Computer programs.
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Artificial intelligence.
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Word processing.
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Word processing operations.
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Word Processing
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Artificial Intelligence
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artificial intelligence.
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Cluster analysis -- Computer programs.
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Artificial intelligence.
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Traitement de texte.
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Regroupement des documents (Informatique)
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Classification automatique (Statistique) -- Logiciels.
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Intelligence artificielle.
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Soft computing.
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Data mining.
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Textverarbeitung.
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Cluster-Analyse.
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Datenbanksystem.
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Text Mining.
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Text processing (Computer science)
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Document clustering.
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Ingénierie.
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Word processing operations
|
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Word processing
|
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Artificial intelligence
|
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Cluster analysis -- Computer programs
|
|
Document clustering
|
|
Text processing (Computer science)
|
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Data Mining
|
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Cluster-Analyse
|
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Datenbanksystem
|
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Text Mining
|
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Soft Computing
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Textverarbeitung
|
| Form |
Electronic book
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| Author |
Nedjah, Nadia.
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| LC no. |
2008933299 |
| ISBN |
9783540856443 |
|
3540856447 |
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9783540856436 |
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3540856439 |
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