711 search results - page 32 / 143 » A cloning approach to classifier training |
99
Voted
KDD
2010
ACM
15 years 2 months ago
2010
ACM
We propose a method to train a cascade of classifiers by simultaneously optimizing all its stages. The approach relies on the idea of optimizing soft cascades. In particular, inst...
104
Voted
BMCBI
2008
15 years 24 days ago
2008
Background: Predicting a protein's structural or functional class from its amino acid sequence or structure is a fundamental problem in computational biology. Recently, there...
116
Voted
JMLR
2010
14 years 7 months ago
2010
In this paper we propose a new algorithm for learning polyhedral classifiers. In contrast to existing methods for learning polyhedral classifier which solve a constrained optimiza...
88
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
In this paper we present a unsupervised learning based approach for sub-pixel motion estimation. The novelty of this work is the learning based method itself which tries to learn ...
96
Voted
ICPR
2004
IEEE
16 years 1 months ago
2004
IEEE
Semantic scene classification is an open problem in image understanding, especially when information purely from image content (i.e., pixels) is employed. However, in applications...