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WEBI
2005
Springer
14 years 3 months ago
Privacy-Preserving Top-N Recommendation on Horizontally Partitioned Data
Collaborative filtering techniques are widely used by many E-commerce sites for recommendation purposes. Such techniques help customers by suggesting products to purchase using o...
Huseyin Polat, Wenliang Du
TSMC
2011
228views more  TSMC 2011»
13 years 5 months ago
Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion
— Consider a scenario in which the data owner has some private/sensitive data and wants a data miner to access it for studying important patterns without revealing the sensitive ...
Kanishka Bhaduri, Mark D. Stefanski, Ashok N. Sriv...
CIDM
2007
IEEE
14 years 4 months ago
Privacy Preserving Burst Detection of Distributed Time Series Data Using Linear Transforms
— In this paper, we consider burst detection within the context of privacy. In our scenario, multiple parties want to detect a burst in aggregated time series data, but none of t...
Lisa Singh, Mehmet Sayal
SIGMOD
2007
ACM
115views Database» more  SIGMOD 2007»
14 years 10 months ago
Privacy preserving schema and data matching
In many business scenarios, record matching is performed across different data sources with the aim of identifying common information shared among these sources. However such need...
Monica Scannapieco, Ilya Figotin, Elisa Bertino, A...
IJCMAM
2010
133views more  IJCMAM 2010»
13 years 7 months ago
Privacy Preserving Integration of Health Care Data
For health care related research studies the medical records of patients may need to be retrieved from multiple sites with different regulations on the disclosure of health inform...
Xiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil R....