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JCST
2006
128views more  JCST 2006»
15 years 6 months ago
Multi-Instance Learning from Supervised View
Abstract In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances, and the task is to predict the labels of unseen bags. This pa...
Zhi-Hua Zhou
FLAIRS
2001
15 years 8 months ago
Improvement of Nearest-Neighbor Classifiers via Support Vector Machines
Theoretically well-founded, Support Vector Machines (SVM)are well-knownto be suited for efficiently solving classification problems. Althoughimprovedgeneralization is the maingoal...
Marc Sebban, Richard Nock
JMLR
2010
115views more  JMLR 2010»
15 years 1 months ago
Fast and Scalable Local Kernel Machines
A computationally efficient approach to local learning with kernel methods is presented. The Fast Local Kernel Support Vector Machine (FaLK-SVM) trains a set of local SVMs on redu...
Nicola Segata, Enrico Blanzieri
FSEN
2007
Springer
16 years 24 days ago
Hoare Logic for ARM Machine Code
This paper shows how a machine-code Hoare logic is used to lift reasoning from the tedious operational model of a machine lana manageable level of abstraction without making simpli...
Magnus O. Myreen, Anthony C. J. Fox, Michael J. C....
FGR
2008
IEEE
240views Biometrics» more  FGR 2008»
16 years 1 months ago
Face recognition and alignment using support vector machines
Face recognition in the presence of pose changes remains a largely unsolved problem. Severe pose changes, resulting in dramatically different appearances, is one of the main difï¬...
Antony Lam, Christian R. Shelton