4176 search results - page 502 / 836 » Support vector clustering |
157
click to vote
COLT
2005
Springer
16 years 4 days ago
2005
Springer
A general model is proposed for studying ranking problems. We investigate learning methods based on empirical minimization of the natural estimates of the ranking risk. The empiric...
187
click to vote
ICNC
2005
Springer
16 years 4 days ago
2005
Springer
Abstract. Through task decomposition and module combination, minmax modular support vector machines (M3 -SVMs) can be successfully used for difficult pattern classification task. ...
182
click to vote
COLT
2004
Springer
16 years 2 days ago
2004
Springer
One of the nice properties of kernel classifiers such as SVMs is that they often produce sparse solutions. However, the decision functions of these classifiers cannot always be u...
206
click to vote
GECCO
2004
Springer
16 years 2 days ago
2004
Springer
Abstract. The paper focuses on the efficiency of the hybrid evolutionary algorithm (HEA) for solving the global optimization problem arising in electronic imaging. The particular v...
170
click to vote
ICIAR
2004
Springer
16 years 2 days ago
2004
Springer
We present an information theoretic approach for learning a linear dimension reduction transform for object classification. The theoretic guidance of the approach is that the trans...