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Text mining : applications and theory /
Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives. The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the us...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , |
| Formato: | Electrónico Congresos, conferencias eBook |
| Idioma: | Inglés |
| Publicado: |
Chichester, U.K. :
Wiley,
©2010.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Text mining : |b applications and theory / |c [editors] Michael W. Berry, Jacob Kogan. |
| 260 | |a Chichester, U.K. : |b Wiley, |c ©2010. | ||
| 300 | |a 1 online resource (xiv, 207 pages) : |b illustrations | ||
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| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Front Matter -- Text Extraction, Classification, and Clustering. Automatic Keyword Extraction from Individual Documents / Stuart Rose, Dave Engel, Nick Cramer, Wendy Cowley -- Algebraic Techniques for Multilingual Document Clustering / Brett W Bader, Peter A Chew -- Content-Based Spam Email Classification using Machine-Learning Algorithms / Eric P Jiang -- Utilizing Nonnegative Matrix Factorization for Email Classification Problems / Andreas G K Janecek, Wilfried N Gansterer -- Constrained Clustering with -means Type Algorithms / Ziqiu Su, Jacob Kogan, Charles Nicholas -- Anomaly and Trend Detection. Survey of Text Visualization Techniques / Andrey A Puretskiy, Gregory L Shutt, Michael W Berry -- Adaptive Threshold Setting for Novelty Mining / Wenyin Tang, Flora S Tsai -- Text Mining and Cybercrime / April Kontostathis, Lynne Edwards, Amanda Leatherman -- Text Streams. Events and Trends in Text Streams / Dave Engel, Paul Whitney, Nick Cramer -- Embedding Semantics in LDA Topic Models / Loulwah Alsumait, Pu Wang, Carlotta Domeniconi, Daniel Barbar̀ -- Index. | |
| 520 | |a Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives. The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the use of techniques from machine learning, knowledge discovery, natural language processing and information retrieval to design computational models for automated text analysis and mining. This volume demonstrates how advancements in the fields of applied mathematics, computer science, machine learning. | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Data mining |v Congresses. | |
| 650 | 0 | |a Natural language processing (Computer science) |v Congresses. | |
| 650 | 6 | |a Exploration de données (Informatique) |v Congrès. | |
| 650 | 6 | |a Traitement automatique des langues naturelles |v Congrès. | |
| 650 | 7 | |a COMPUTERS |x Database Management |x Data Mining. |2 bisacsh | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Natural language processing (Computer science) |2 fast | |
| 650 | 7 | |a Text Mining |2 gnd | |
| 650 | 7 | |a Data Mining |2 gnd | |
| 650 | 7 | |a Statistik |2 gnd | |
| 650 | 7 | |a Textverarbeitung |2 gnd | |
| 650 | 7 | |a Text Mining. |2 idszbz | |
| 653 | 0 | 0 | |a informatie |
| 653 | 0 | 0 | |a information |
| 653 | 0 | 0 | |a text mining |
| 653 | 0 | 0 | |a datamining |
| 653 | 0 | 0 | |a data mining |
| 653 | 0 | 0 | |a kunstmatige intelligentie |
| 653 | 0 | 0 | |a artificial intelligence |
| 653 | 0 | 0 | |a informatieanalyse |
| 653 | 0 | 0 | |a information analysis |
| 653 | 1 | 0 | |a Information and Communication Technology (General) |
| 653 | 1 | 0 | |a Informatie- en communicatietechnologie (algemeen) |
| 655 | 7 | |a Conference papers and proceedings |2 fast | |
| 700 | 1 | |a Berry, Michael W. | |
| 700 | 1 | |a Kogan, Jacob, |d 1954- |1 https://id.oclc.org/worldcat/entity/E39PCjrr8yvfWhbqxKvyKJhbVC | |
| 711 | 2 | |a SIAM International Conference on Data Mining. | |
| 758 | |i has work: |a Text mining (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGCXw3wXbR69wq4TRrpbbb |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |t Text mining. |d Chichester, U.K. : Wiley, 2010 |z 9780470749821 |w (DLC) 2010000137 |w (OCoLC)464582516 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=496056 |z Texto completo |
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