417 search results - page 58 / 84 » Reinforcement Learning Estimation of Distribution Algorithm |
137
Voted
ISCI
2008
15 years 2 months ago
2008
In this paper, we introduce weights into Pawlak rough set model to balance the class distribution of a data set and develop a weighted rough set based method to deal with the clas...
106
click to vote
ICANN
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. We present a novel approach to structure learning for graphical models. By using nonparametric estimates to model clique densities in decomposable models, both discrete a...
104
click to vote
ALT
2007
Springer
15 years 11 months ago
2007
Springer
Abstract. We consider the problem of learning stochastic tree languages, i.e. probability distributions over a set of trees T(F), from a sample of trees independently drawn accordi...
123
Voted
ICDM
2002
IEEE
15 years 7 months ago
2002
IEEE
Support vector machine (SVM) is a new learning method developed in recent years based on the foundations of statistical learning theory. By taking a transductive approach instead ...
149
click to vote
NIPS
2000
15 years 3 months ago
2000
We present methods for learning and tracking human motion in video. We estimate a statistical model of typical activities from a large set of 3D periodic human motion data by segm...