523 search results - page 32 / 105 » Incremental training of support vector machines using hypers... |
ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
For large-scale classification problems, the training samples can be clustered beforehand as a downsampling pre-process, and then only the obtained clusters are used for training....
133
click to vote
SAC
2005
ACM
15 years 7 months ago
2005
ACM
Active learning is a generic approach to accelerate training of classifiers in order to achieve a higher accuracy with a small number of training examples. In the past, simple ac...
118
click to vote
ECML
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. We present first experiments using Support Vector Regression as function approximator for an on-line, sarsa-like reinforcement learner. To overcome the batch nature of S...
120
click to vote
COLING
2008
15 years 3 months ago
2008
We propose a hybrid generative/discriminative framework for semantic parsing which combines the hidden vector state (HVS) model and the hidden Markov support vector machines (HMSV...
119
click to vote
BMCBI
2007
15 years 1 months ago
2007
Background: In past number of methods have been developed for predicting subcellular location of eukaryotic, prokaryotic (Gram-negative and Gram-positive bacteria) and human prote...