1584 search results - page 1 / 317 » On Combining Multiple Classifiers Using an Evidential Approa... |
AAAI
2006
13 years 6 months ago
2006
Combining multiple classifiers via combining schemes or meta-learners has led to substantial improvements in many classification problems. One of the challenging tasks is to choos...
IPMU
2010
Springer
13 years 7 months ago
2010
Springer
In this work, we focus on an improvement of a multi-script handwritting recognition system using a HMM based classifiers combination. The improvement relies on the use of Dempster-...
FGR
2004
IEEE
13 years 9 months ago
2004
IEEE
LDA is a popular subspace based face recognition approach. However, it often suffers from the small sample size problem. When dealing with the high dimensional face data, the LDA ...
FLAIRS
2003
13 years 6 months ago
2003
An approach to fuse multiple images based on Dempster-Shafer evidential reasoning is proposed in this article. Dempster-Shafer theory provides a complete framework for combining w...
ESANN
2004
13 years 6 months ago
2004
Ensemble algorithms can improve the performance of a given learning algorithm through the combination of multiple base classifiers into an ensemble. In this paper, the idea of usin...