Text mining : applications and theory /

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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SIAM International Conference on Data Mining
Otros Autores: Berry, Michael W., Kogan, Jacob, 1954-
Formato: Electrónico Congresos, conferencias eBook
Idioma:Inglés
Publicado: Chichester, U.K. : Wiley, ©2010.
Temas:
Data mining > Congresses.
Natural language processing (Computer science) > Congresses.
Exploration de données (Informatique) > Congrès.
Traitement automatique des langues naturelles > Congrès.
COMPUTERS > Database Management > Data Mining.
Data mining
Natural language processing (Computer science)
Text Mining
Data Mining
Statistik
Textverarbeitung
Text Mining.
informatie
information
text mining
datamining
data mining
kunstmatige intelligentie
artificial intelligence
informatieanalyse
information analysis
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Conference papers and proceedings
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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