10594 search results - page 152 / 2119 » Learning classifier systems |
90
Voted
ACL
1998
15 years 3 months ago
1998
One of the most exciting recent directions in machine learning is the discovery that the combination of multiple classifiers often results in significantly better performance than...
112
click to vote
ICDM
2009
IEEE
14 years 11 months ago
2009
IEEE
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
119
Voted
IFIP12
2009
14 years 11 months ago
2009
Open Source Software (OSS) often relies on large repositories, like SourceForge, for initial incubation. The OSS repositories offer a large variety of meta-data providing interesti...
108
click to vote
ICPR
2008
IEEE
15 years 8 months ago
2008
IEEE
In this paper, we report our work on spam filtering with three novel bayesian classification methods: Aggregating One-Dependence Estimators (AODE), Hidden Naïve Bayes (HNB), Loca...
105
click to vote
CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
The design of robust classifiers, which can contend with the noisy and outlier ridden datasets typical of computer vision, is studied. It is argued that such robustness requires l...