2898 search results - page 252 / 580 » Ensemble Methods in Machine Learning |
103
click to vote
ICONIP
2007
15 years 3 months ago
2007
In this paper we eliminate the need for parameter estimation associated with the set covering machine (SCM) by directly minimizing generalization error bounds. Firstly, we consider...
151
Voted
BMCBI
2006
15 years 2 months ago
2006
Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
113
click to vote
ECML
2005
Springer
15 years 7 months ago
2005
Springer
Automatic facial expression recognition is a research topic with interesting applications in the field of human-computer interaction, psychology and product marketing. The classi...
132
click to vote
ICML
2001
IEEE
16 years 3 months ago
2001
IEEE
We introduce the first algorithm for off-policy temporal-difference learning that is stable with linear function approximation. Off-policy learning is of interest because it forms...
126
click to vote
SADM
2010
15 years 20 days ago
2010
: This paper proposes twin prototype support vector machine (TVM), a constant space and sublinear time support vector machine (SVM) algorithm for online learning. TVM achieves its ...