509 search results - page 25 / 102 » Support Vector Machines: Theory and Applications |
JMLR
2012
11 years 11 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
ML
2008
ACM
13 years 8 months ago
2008
ACM
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
IUI
2004
ACM
14 years 1 months ago
2004
ACM
We introduce a new intelligent user interface (IUI) and, also, a new methodology to identify the fatigue state for healthy subjects. The fatigue state is determined by means of a ...
ANOR
2006
13 years 8 months ago
2006
Epilepsy is among the most common brain disorders. Approximately 25
SEKE
2007
Springer
14 years 2 months ago
2007
Springer
Some machine learning applications are intended to learn properties of data sets where the correct answers are not already known to human users. It is challenging to test such ML ...