Privacy, Security and Trust in Kdd: First Acm Sigkdd International Workshop, Pinkdd 2007, San Jose, Ca, Usa, August 12, 2007, Revised, Selected Papers - Lecture Notes in Computer Science / Information Systems and Applications, Incl. Internet / Web, and Hc - F Bonchi - Libros - Springer-Verlag Berlin and Heidelberg Gm - 9783540784777 - 18 de marzo de 2008
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F Bonchi
Privacy, Security and Trust in Kdd: First Acm Sigkdd International Workshop, Pinkdd 2007, San Jose, Ca, Usa, August 12, 2007, Revised, Selected Papers - Lecture Notes in Computer Science / Information Systems and Applications, Incl. Internet / Web, and Hc

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This book constitutes the post-workshop proceedings of the First International Workshop on Privacy, Security, and Trust in KDD. It covers all prevailing topics concerning privacy, security, and trust aspects of data mining and knowledge discovery.

Marc Notes: Includes bibliographical references and index. Brief Description: This book constitutes the post-workshop proceedings of the First International Workshop on Privacy, Security, and Trust in KDD. It covers all prevailing topics concerning privacy, security, and trust aspects of data mining and knowledge discovery. Table of Contents: Invited Paper.- An Ad Omnia Approach to Defining and Achieving Private Data Analysis.- Contributed Papers.- Phoenix: Privacy Preserving Biclustering on Horizontally Partitioned Data.- Allowing Privacy Protection Algorithms to Jump Out of Local Optimums: An Ordered Greed Framework.- Probabilistic Anonymity.- Website Privacy Preservation for Query Log Publishing.- Privacy-Preserving Data Mining through Knowledge Model Sharing.- Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers.- Towards Privacy-Preserving Model Selection.- Preserving the Privacy of Sensitive Relationships in Graph Data.

Contributor Bio:  Ferrari, Elena University of Insubria, Varese, Italy

Medios de comunicación Libros     Paperback Book   (Libro con tapa blanda y lomo encolado)
Publicado 18 de marzo de 2008
ISBN13 9783540784777
Editores Springer-Verlag Berlin and Heidelberg Gm
Páginas 173
Dimensiones 156 × 234 × 10 mm   ·   294 g
Lengua Alemán  
Editor Bonchi, Francesco
Editor Bradley, Malin
Editor Ferrari, Elena
Editor Saygin, Yucel

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