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» Communication-Efficient Privacy-Preserving Clustering
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97
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AINA
2007
IEEE
15 years 10 months ago
Privacy-Preserving Two-Party K-Means Clustering via Secure Approximation
Chunhua Su, Feng Bao, Jianying Zhou, Tsuyoshi Taka...
76
Voted
CORR
2010
Springer
70views Education» more  CORR 2010»
15 years 3 months ago
Augmented Rotation-Based Transformation for Privacy-Preserving Data Clustering
Dowon Hong, Abedelaziz Mohaisen
148
Voted
PERVASIVE
2008
Springer
15 years 3 months ago
AnonySense: Opportunistic and Privacy-Preserving Context Collection
Opportunistic sensing allows applications to "task" mobile devices to measure context in a target region. For example, one could leverage sensorequipped vehicles to measu...
Apu Kapadia, Nikos Triandopoulos, Cory Cornelius, ...
141
Voted
SDM
2007
SIAM
118views Data Mining» more  SDM 2007»
15 years 5 months ago
On Privacy-Preservation of Text and Sparse Binary Data with Sketches
In recent years, privacy preserving data mining has become very important because of the proliferation of large amounts of data on the internet. Many data sets are inherently high...
Charu C. Aggarwal, Philip S. Yu
132
Voted
ICDM
2006
IEEE
139views Data Mining» more  ICDM 2006»
15 years 9 months ago
Privacy Preserving Nearest Neighbor Search
Data mining is frequently obstructed by privacy concerns. In many cases data is distributed, and bringing the data together in one place for analysis is not possible due to privac...
Mark Shaneck, Yongdae Kim, Vipin Kumar