2326 search results - page 22 / 466 » Optimization on Support Vector Machines |
151
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
113
Voted
SWARM
2010
SPRINGER
15 years 29 days ago
2010
SPRINGER
This paper proposes an immune concentration based virus detection approach which utilizes a two-element concentration vector to construct the feature. In this approach, ‘self’ ...
121
Voted
CANDC
2002
ACM
15 years 2 months ago
2002
ACM
We show that the support vector machine (SVM) classification algorithm, a recent development from the machine learning community, proves its potential for structure
111
Voted
ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
Censored targets, such as the time to events in survival analysis, can generally be represented by intervals on the real line. In this paper, we propose a novel support vector tec...
111
Voted
NIPS
2003
15 years 3 months ago
2003
The decision functions constructed by support vector machines (SVM’s) usually depend only on a subset of the training set—the so-called support vectors. We derive asymptotical...