3 search results - page 1 / 1 » Privacy-Preserving Classification of Horizontally Partitione... |
DMIN
2008
13 years 5 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
14 years 4 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...
TKDD
2008
13 years 4 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...