3 search results - page 1 / 1 » Privacy-Preserving Classification of Horizontally Partitione... |
DMIN
2008
14 years 11 months ago
2008
We propose a novel privacy-preserving nonlinear support vector machine (SVM) classifier for a data matrix A whose columns represent input space features and whose individual rows ...
KDD
2007
ACM
15 years 10 months ago
2007
ACM
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
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TKDD
2008
14 years 9 months ago
2008
We propose a novel privacy-preserving support vector machine (SVM) classifier for a data matrix A whose input feature columns are divided into groups belonging to different entiti...