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Author:   Ajith Abraham ,  Aboul Ella Hassanien ,  André Ponce de Leon F. de Carvalho ,  Vaclav Snášel
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of hardcover 1st ed. 2009
Volume:   206
Dimensions:   Width: 15.50cm , Height: 2.10cm , Length: 23.50cm
Weight:   0.629kg
ISBN:  

9783642101670

ISBN 10:   3642101674
Pages:   400
Publication Date:   28 October 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Data Click Streams and Temporal Data Mining.- Mining and Analysis of Clickstream Patterns.- An Overview on Mining Data Streams.- Data Stream Mining Using Granularity-Based Approach.- Time Granularity in Temporal Data Mining.- Mining User Preference Model from Utterances.- Text and Rule Mining.- Text Summarization: An Old Challenge and New Approaches.- From Faceted Classification to Knowledge Discovery of Semi-structured Text Records.- Multi-value Association Patterns and Data Mining.- Clustering Time Series Data: An Evolutionary Approach.- Support Vector Clustering: From Local Constraint to Global Stability.- New Algorithms for Generation Decision Trees—Ant-Miner and Its Modifications.- Data Mining Applications.- Automated Incremental Building of Weighted Semantic Web Repository.- A Data Mining Approach for Adaptive Path Planning on Large Road Networks.- Linear Models for Visual Data Mining in Medical Images.- A Framework for Composing Knowledge Discovery Workflows in Grids.- Distributed Data Clustering: A Comparative Analysis.

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