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» Aggregation of SVM Classifiers Using Sobolev Spaces
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IJDMB
2008
128views more  IJDMB 2008»
13 years 7 months ago
Protein homology detection with biologically inspired features and interpretable statistical models
: Computational classification of proteins using methods such as string kernels and Fisher-SVM has demonstrated great success. However, the resulting models do not offer an immedia...
Pai-Hsi Huang, Vladimir Pavlovic
DISOPT
2008
81views more  DISOPT 2008»
13 years 7 months ago
Intermediate integer programming representations using value disjunctions
We introduce a general technique to create an extended formulation of a mixed-integer program. We classify the integer variables into blocks, each of which generates a finite set ...
Matthias Köppe, Quentin Louveaux, Robert Weis...
ICCV
2009
IEEE
1019views Computer Vision» more  ICCV 2009»
15 years 18 days ago
Similarity Functions for Categorization: from Monolithic to Category Specific
Similarity metrics that are learned from labeled training data can be advantageous in terms of performance and/or efficiency. These learned metrics can then be used in conjuncti...
Boris Babenko, Steve Branson, Serge Belongie
AUSAI
2006
Springer
13 years 11 months ago
Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment
Fingerspelling is used in sign language to spell out names of people and places for which there is no sign or for which the sign is not known. In this work we describe a Turkish fi...
Oguz Altun, Songül Albayrak, Ali Ekinci, Behz...
ICCV
2009
IEEE
15 years 18 days ago
Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations
We address the classic problems of detection, segmenta- tion and pose estimation of people in images with a novel definition of a part, a poselet. We postulate two criteria (1) ...
Lubomir Bourdev, Jitendra Malik