278 search results - page 24 / 56 » Strong Separation of Learning Classes |
108
Voted
ACL
2010
15 years 19 days ago
2010
Automatic opinion recognition involves a number of related tasks, such as identifying the boundaries of opinion expression, determining their polarity, and determining their inten...
125
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
This paper presents an approach to build Sparse Large Margin Classifiers (SLMC) by adding one more constraint to the standard Support Vector Machine (SVM) training problem. The ad...
150
Voted
CVPR
2009
IEEE
15 years 9 months ago
2009
IEEE
This paper presents a novel discriminative learning method, called Manifold Discriminant Analysis (MDA), to solve the problem of image set classification. By modeling each image s...
94
Voted
ECAI
2004
Springer
15 years 8 months ago
2004
Springer
In this paper we propose a novel classification algorithm that fits models of different complexity on separate regions of the input space. The goal is to achieve a balance betwee...
126
Voted
GECCO
2007
Springer
15 years 8 months ago
2007
Springer
We propose a method of knowledge reuse for an ensemble of genetic programming-based learners solving a visual learning task. First, we introduce a visual learning method that uses...