Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression

Authors:
Senjian An;Wanquan Liu;Svetha Venkatesh
Affiliations:
Department of Computing, Curtin University of Technology, G.P.O. Box U1987, Perth, WA 6845, Australia;Department of Computing, Curtin University of Technology, G.P.O. Box U1987, Perth, WA 6845, Australia;Department of Computing, Curtin University of Technology, G.P.O. Box U1987, Perth, WA 6845, Australia
Venue:
Pattern Recognition
Year:
2007

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Abstract

On one hand, multiple object detection approaches of Hough transform (HT) type and randomized HT type have been extended into an evidence accumulation featured general framework for problem solving, with five key mechanisms elaborated and several extensions ...