Verwandte Artikel zu Privacy Preserving Data Mining using Optimization Methods

Privacy Preserving Data Mining using Optimization Methods - Softcover

Mandapati, Sridhar

 
9783659542626: Privacy Preserving Data Mining using Optimization Methods
Softcover
ISBN 10: 3659542628 ISBN 13: 9783659542626
Verlag: LAP LAMBERT Academic Publishing, 2014

Inhaltsangabe

PPDM using optimization methods brings you up-to-date with various PPDM Algorithms, Randomization Method, Group Based Anonymization, Distributed Privacy-Preserving Data Mining and k-Anonymous Data Mining discussed. The performance of classification accuracy and the computational time of various data mining algorithms with and without anonymized datasets and also model ranking algorithms are discussed. This book explores the possibility of using fuzzy logic for anonymization of data. The anonymization achieved is evaluated for classification accuracy using data mining algorithms. The state-of-the-art methods for privacy-preserving evolutionary algorithms (EAs) are discussed. A Hybrid Evolutionary Algorithm using Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) are discussed.

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Über die Autorin bzw. den Autor

Sridhar Mandapati obtained his Ph.D (Computer Science and Engineering) from Acharya Nagarjuna University, Guntur and Master of Computer Applications from S.V University, Tirupathi. He is currently working as Associate Professor in the Department of Computer Applications at R.V.R. & J.C College of Engineering, Guntur.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3659542628
ISBN 13 
9783659542626
Einband
Taschenbuch
Anzahl der Seiten
128
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
GPSR Kontakt
info@bod.de

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Hamburg
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