Sciweavers

446 search results - page 71 / 90
» Randomization in Privacy-Preserving Data Mining
Sort
View
SAC
2005
ACM
14 years 3 months ago
SVD-based collaborative filtering with privacy
Collaborative ļ¬ltering (CF) techniques are becoming increasingly popular with the evolution of the Internet. Such techniques recommend products to customers using similar usersā...
Huseyin Polat, Wenliang Du
KDD
2007
ACM
192views Data Mining» more  KDD 2007»
14 years 10 months ago
Allowing Privacy Protection Algorithms to Jump Out of Local Optimums: An Ordered Greed Framework
Abstract. As more and more person-specific data like health information becomes available, increasing attention is paid to confidentiality and privacy protection. One proposed mode...
Rhonda Chaytor
SDM
2010
SIAM
183views Data Mining» more  SDM 2010»
13 years 11 months ago
GraSS: Graph Structure Summarization
Large graph databases are commonly collected and analyzed in numerous domains. For reasons related to either space efficiency or for privacy protection (e.g., in the case of socia...
Kristen LeFevre, Evimaria Terzi
ICDM
2008
IEEE
146views Data Mining» more  ICDM 2008»
14 years 4 months ago
Isolation Forest
Most existing model-based approaches to anomaly detection construct a proļ¬le of normal instances, then identify instances that do not conform to the normal proļ¬le as anomalies...
Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou
ICDM
2007
IEEE
182views Data Mining» more  ICDM 2007»
14 years 4 months ago
Co-ranking Authors and Documents in a Heterogeneous Network
The problem of evaluating scientiļ¬c publications and their authors is important, and as such has attracted increasing attention. Recent graph-theoretic ranking approaches have d...
Ding Zhou, Sergey A. Orshanskiy, Hongyuan Zha, C. ...