936 search results - page 1 / 188 » Learning with Rigorous Support Vector Machines |
70
Voted
COLT
2003
Springer
15 years 4 months ago
2003
Springer
We examine the so-called rigorous support vector machine (RSVM) approach proposed by Vapnik (1998). The formulation of RSVM is derived by explicitly implementing the structural ris...
79
Voted
FLAIRS
2003
15 years 5 days ago
2003
Support vector machines (SVMs) are regularly used for classification of unbalanced data by weighting more heavily the error contribution from the rare class. This heuristic techn...
RECOMB
2007
Springer
15 years 11 months ago
2007
Springer
Abstract. Sequence to structure alignment is an important step in homology modeling of protein structures. Incorporation of features like secondary structure, solvent accessibility...
152
Voted
COLT
2006
Springer
15 years 2 months ago
2006
Springer