Text mining : classification, clustering, and applications / Ashok Srivastava, Mehran Sahami.
Contributor(s): Srivastava, Ashok
| Sahami, Mehran
.
Material type: ![materialTypeLabel](/opac-tmpl/lib/famfamfam/BK.png)
![](/opac-tmpl/bootstrap/images/filefind.png)
Includes bibliographical references (pages 275) and index.
chapter 1 Analysis of Text Patterns Using Kernel Methods / Marco Turchi -- chapter 2 Detection of Bias in Media Outlets with Statistical Learning Methods / Blaz Fortuna -- chapter 3 Collective Classification for Text Classification / Galileo Namata -- chapter 4 Topic Models / David M. Blei -- chapter 5 Nonnegative Matrix and Tensor Factorization for Discussion Tracking / Brett W. Bader -- chapter 6 Text Clustering with Mixture of von Mises-Fisher Distribu- tions / Arindam Banerjee -- chapter 7 Constrained Partitional Clustering of Text Data: An Overview / Sugato Basu -- chapter 8 Adaptive Information Filtering / Yi Zhang -- chapter 9 Utility-Based Information Distillation / Yiming Yang -- chapter 10 Text Search-Enhanced with Types and Entities / Soumen Chakrabarti.
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