The text mining handbook : advanced approaches in analyzing unstructured data /
Feldman, Ronen
The text mining handbook : advanced approaches in analyzing unstructured data / Ronen Feldman, James Sanger - Cambridge ; New York : Cambridge University Press, 2008 - xii, 410 p. : ill. ; 27 cm.
Includes bibliographical references (p. 335-387) and index
Introduction to text mining -- Core text mining operations -- Text mining preprocessing techniques -- Categorization -- Clustering -- Information extraction -- Probabilistic models for information extraction -- Preprocessing applications using probabilistic and hybrid approaches -- Presentation-layer considerations for browsing and query refinement -- Visualization approaches -- Link analysis -- Text mining applications
9780521836579 (hardback) 0521836573 (hardback)
Data mining--Handbooks, manuals, etc.
The text mining handbook : advanced approaches in analyzing unstructured data / Ronen Feldman, James Sanger - Cambridge ; New York : Cambridge University Press, 2008 - xii, 410 p. : ill. ; 27 cm.
Includes bibliographical references (p. 335-387) and index
Introduction to text mining -- Core text mining operations -- Text mining preprocessing techniques -- Categorization -- Clustering -- Information extraction -- Probabilistic models for information extraction -- Preprocessing applications using probabilistic and hybrid approaches -- Presentation-layer considerations for browsing and query refinement -- Visualization approaches -- Link analysis -- Text mining applications
9780521836579 (hardback) 0521836573 (hardback)
Data mining--Handbooks, manuals, etc.