Intelligent Text Categorization and Clustering - Studies in Computational Intelligence - Nadia Nedjah - Knjige - Springer-Verlag Berlin and Heidelberg Gm - 9783540856436 - 1. oktobra 2008
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Nadia Nedjah
Intelligent Text Categorization and Clustering - Studies in Computational Intelligence 2009 edition

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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.

Marc Notes: Includes bibliographical references and index. Table of Contents: 1. Gene Selection from Microarray Data / Helyane Bronoski Borges, Julio Cesar Nievola -- 2. Preprocessing Techniques for Online Handwriting Recognition / Bing Quan Huang, Y. B. Zhang, M.-T. Kechadi -- 3. A Simple and Fast Term Selection Procedure for Text Clustering / Luiz G. P. Almeida, Ana T. R. Vasconcelos, Marco A. G. Maia -- 4. Bilingual Search Engine and Tutoring System Augmented with Query Expansion / Nuttanart Facundes, Ratchaneekorn Theva-aksorn, Booncharoen Sirinaovakul -- 5. Comparing Clustering on Symbolic Data / Alzennyr da Silva, Yves Lechevallier, Francisco de Carvalho -- 6. Exploring a Genetic Algorithm for Hypertext Documents Clustering / Lando M. di Carlantonio, Rosa Maria E. M. da Costa -- Author Index. Jacket Description/Back: 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.

Medij Knjige     Hardcover Book   (Knjiga s trdim hrbtom in platnicami)
Izdano 1. oktobra 2008
ISBN13 9783540856436
Založniki Springer-Verlag Berlin and Heidelberg Gm
Strani 120
Dimenzije 155 × 235 × 9 mm   ·   317 g
Jezik Francoščina  
Urednik De Souza, Alberto Ferreira
Urednik Franca, Felipe M. G.

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