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» Performance Measurements for Privacy Preserving Data Mining
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161
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AINA
2010
IEEE
15 years 11 months ago
GEPETO: A GEoPrivacy-Enhancing TOolkit
Abstract—A geolocalised system generally belongs to an individual and as such knowing its location reveals the location of its owner, which is a direct threat against his privacy...
Sébastien Gambs, Marc-Olivier Killijian, Mi...
170
Voted
IDA
2007
Springer
15 years 6 months ago
WWW traffic measure and its properties
Abstract. We present a method to extract a time series (Number of Active Requests (NAR)) from web cache logs which serves as a transport level measurement of internet traffic. This...
Marcus R. Keogh-Brown, Barbara Bogacka
182
Voted
VLDB
2001
ACM
109views Database» more  VLDB 2001»
15 years 10 months ago
Mining Multi-Dimensional Constrained Gradients in Data Cubes
Constrained gradient analysis (similar to the “cubegrade” problem posed by Imielinski, et al. [9]) is to extract pairs of similar cell characteristics associated with big chan...
Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei...
KDD
2010
ACM
203views Data Mining» more  KDD 2010»
15 years 10 months ago
Collusion-resistant privacy-preserving data mining
Recent research in privacy-preserving data mining (PPDM) has become increasingly popular due to the wide application of data mining and the increased concern regarding the protect...
Bin Yang, Hiroshi Nakagawa, Issei Sato, Jun Sakuma
PAKDD
2009
ACM
170views Data Mining» more  PAKDD 2009»
16 years 3 months ago
Discovering Periodic-Frequent Patterns in Transactional Databases.
Since mining frequent patterns from transactional databases involves an exponential mining space and generates a huge number of patterns, efficient discovery of user-interest-based...
Byeong-Soo Jeong, Chowdhury Farhan Ahmed, Syed Kha...