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» Data selection for support vector machine classifiers
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KDD
2000
ACM
137views Data Mining» more  KDD 2000»
15 years 10 months ago
Alpha seeding for support vector machines
Dennis DeCoste, Kiri Wagstaff
ICPR
2002
IEEE
16 years 7 months ago
View-Based Dynamic Object Recognition Based on Human Perception
Psychophysical studies have shown that humans actively exploit temporal information such as contiguity of images in object recognition. We have recently developed a recognition sy...
Arnulf B. A. Graf, Christian Wallraven, Heinrich H...
DMIN
2008
145views Data Mining» more  DMIN 2008»
15 years 8 months ago
Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels
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 ...
Olvi L. Mangasarian, Edward W. Wild