232 search results - page 15 / 47 » Learning large margin classifiers locally and globally |
ECCV
2008
Springer
14 years 9 months ago
2008
Springer
We propose a new local learning scheme that is based on the principle of decisiveness: the learned classifier is expected to exhibit large variability in the direction of the test ...
IEAAIE
2010
Springer
13 years 5 months ago
2010
Springer
The present paper studies the influence of two distinct factors on the performance of some resampling strategies for handling imbalanced data sets. In particular, we focus on the n...
JMLR
2010
2010
Predicting the functions of proteins in Protein-Protein Interaction networks from global information
13 years 2 months ago
In this work we present a novel approach to predict the function of proteins in protein-protein interaction (PPI) networks. We classify existing approaches into inductive and tran...
FLAIRS
2008
13 years 10 months ago
2008
An efficient framework is proposed for the fast recovery of Bayesian network classifier. A novel algorithm, called Iterative Parent-Child learningBayesian Network Classifier (IPC-...
AROBOTS
2011
13 years 2 months ago
2011
— To effectively navigate in their environments and accurately reach their target locations, mobile robots require a globally consistent map of the environment. The problem of le...