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Privacy Preserving Data Mining

Data mining has emerged as a significant technology for gaining knowledge from vast quantities of data. However, concerns are growing that use of this technology can violate individual privacy. These concerns have led to a backlash against the technology, for example, a "Data-Mining Moratorium...

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Bibliographic Details
Main Authors: Vaidya, Jaideep, Clifton, Christopher W. (Author), Zhu, Yu Michael (Author)
Format: eBook
Language:English
Published: New York, NY Springer US 2006, 2006
Edition:1st ed. 2006
Series:Advances in Information Security
Subjects:
Computer Communication Networks
Cryptography
Information Storage And Retrieval
Data Structures And Information Theory
Database Management
Data Mining
Computer Networks 
Information Storage And Retrieval Systems
Information Theory
Data Encryption (computer Science)
Data Structures (computer Science)
Cryptology
Data Mining And Knowledge Discovery
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Privacy and Data Mining
  • What is Privacy?
  • Solution Approaches / Problems
  • Predictive Modeling for Classification
  • Predictive Modeling for Regression
  • Finding Patterns and Rules (Association Rules)
  • Descriptive Modeling (Clustering, Outlier Detection)
  • Future Research - Problems remaining

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