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» Randomization in Privacy-Preserving Data Mining
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ADC
2009
Springer
175views Database» more  ADC 2009»
14 years 4 months ago
Conditional Purpose Based Access Control Model for Privacy Protection
This paper presents a model for privacy preserving access control which is based on variety of purposes. Conditional purpose is applied along with allowed purpose and prohibited p...
Md. Enamul Kabir, Hua Wang
SDM
2008
SIAM
113views Data Mining» more  SDM 2008»
13 years 11 months ago
Randomization of real-valued matrices for assessing the significance of data mining results
Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Ha...
ICDE
2008
IEEE
154views Database» more  ICDE 2008»
14 years 11 months ago
Butterfly: Protecting Output Privacy in Stream Mining
Abstract-- Privacy preservation in data mining demands protecting both input and output privacy. The former refers to sanitizing the raw data itself before performing mining. The l...
Ting Wang, Ling Liu
KDD
2012
ACM
177views Data Mining» more  KDD 2012»
12 years 9 days ago
Random forests for metric learning with implicit pairwise position dependence
Caiming Xiong, David Johnson, Ran Xu, Jason J. Cor...
ICDE
2007
IEEE
162views Database» more  ICDE 2007»
14 years 11 months ago
On Density Based Transforms for Uncertain Data Mining
In spite of the great progress in the data mining field in recent years, the problem of missing and uncertain data has remained a great challenge for data mining algorithms. Many ...
Charu C. Aggarwal