794 search results - page 56 / 159 » Optimization Techniques for Semi-Supervised Support Vector M... |
136
Voted
ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
Real-word applications often involve a binary hypothesis testing problem with one of the two hypotheses ill-defined and hard to be characterized precisely by a single measure. In ...
120
Voted
ESA
2010
Springer
15 years 4 months ago
2010
Springer
We consider parameterized convex optimization problems over the unit simplex, that depend on one parameter. We provide a simple and efficient scheme for maintaining an -approximat...
149
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
We present a new method for transductive learning, which can be seen as a transductive version of the k nearest-neighbor classifier. Unlike for many other transductive learning me...
127
Voted
IJCNN
2006
IEEE
15 years 9 months ago
2006
IEEE
— This paper reports a new document retrieval method using non-relevant documents. Especially, this paper reports a comparison of retrieval efficiency between One Class Support ...
172
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Generally speaking, different classifiers tend to work well for certain types of data and conversely, it is usually not known a priori which algorithm will be optimal ...