Association Rule Hiding for Data Mining
Author:   Aris Gkoulalas-Divanis ,  Vassilios S. Verykios
Publisher:   Springer-Verlag New York Inc.
Edition:   2010 ed.
Volume:   41
ISBN:  

9781461426059


Pages:   138
Publication Date:   01 July 2012
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Association Rule Hiding for Data Mining


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Author:   Aris Gkoulalas-Divanis ,  Vassilios S. Verykios
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   2010 ed.
Volume:   41
Dimensions:   Width: 15.50cm , Height: 0.90cm , Length: 23.50cm
Weight:   0.454kg
ISBN:  

9781461426059


ISBN 10:   1461426057
Pages:   138
Publication Date:   01 July 2012
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Fundamental Concepts.- Background.- Classes of Association Rule Hiding Methodologies.- Other Knowledge Hiding Methodologies.- Summary.- Heuristic Approaches.- Distortion Schemes.- Blocking Schemes.- Summary.- Border Based Approaches.- Border Revision for Knowledge Hiding.- BBA Algorithm.- Max-Min Algorithms.- Summary.- Exact Hiding Approaches.- Menon's Algorithm.- Inline Algorithm.- Two-Phase Iterative Algorithm.- Hybrid Algorithm.- Parallelization Framework for Exact Hiding.- Quantifying the Privacy of Exact Hiding Algorithms.- Summary.- Epilogue.- Conclusions.- Roadmap to Future Work.

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