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Survey of text mining II : clustering, classification, and retrieval

Author: Michael W Berry; Malu Castellanos; Society for Industrial and Applied Mathematics.
Publisher: New York ; London : Springer, 2008.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:

This Second Edition explores the field of text mining. Coverage includes the use of machine learning in conjunction with natural language processing, information extraction, and  Read more...

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Genre/Form: Electronic books
Conference proceedings
Congresses
Additional Physical Format: Print version:
Survey of text mining II.
New York ; London : Springer, 2008
(DLC) 2007935209
(OCoLC)172984346
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Michael W Berry; Malu Castellanos; Society for Industrial and Applied Mathematics.
ISBN: 9781848000469 1848000464 9781848000452 1848000456
OCLC Number: 233973005
Notes: Selected conference papers.
Description: 1 online resource (xv, 240 pages) : illustrations
Contents: Clustering.- Cluster-Preserving Dimension Reduction Methods for Document Classification.- Automatic Discovery of SimilarWords.- Principal Direction Divisive Partitioning with Kernels and k-Means Steering.- Hybrid Clustering with Divergences.- Text Clustering with Local Semantic Kernels.- Document Retrieval and Representation.- Vector Space Models for Search and Cluster Mining.- Applications of Semidefinite Programming in XML Document Classification.- Email Surveillance and Filtering.- Discussion Tracking in Enron Email Using PARAFAC.- Spam Filtering Based on Latent Semantic Indexing.- Anomaly Detection.- A Probabilistic Model for Fast and Confident Categorization of Textual Documents.- Anomaly Detection Using Nonnegative Matrix Factorization.- Document Representation and Quality of Text: An Analysis.
Responsibility: Michael W. Berry, Malu Castellanos, editors.
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