2033 search results - page 101 / 407 » Ellipsoidal Support Vector Machines |
146
click to vote
NIPS
2001
15 years 3 months ago
2001
The support vector machine (SVM) is known for its good performance in binary classification, but its extension to multi-class classification is still an on-going research issue. I...
121
click to vote
CSDA
2010
14 years 11 months ago
2010
A modified active subset selection method based on quadratic R
124
Voted
EUSFLAT
2009
14 years 11 months ago
2009
This paper demonstrates that several known sequence kernels can be expressed in a unified framework in which the position specificity is modeled by fuzzy equivalence relations. In ...
117
Voted
UAI
2000
15 years 3 months ago
2000
The Support Vector Machine (SVM) of Vapnik [9] has become widely established as one of the leading approaches to pattern recognition and machine learning. It expresses predictions...
110
click to vote
ICML
2006
IEEE
16 years 2 months ago
2006
IEEE
Recently, a very appealing approach was proposed to compute the entire solution path for support vector classification (SVC) with very low extra computational cost. This approach ...