1132 search results - page 113 / 227 » Classification by Discriminative Regularization |
125
click to vote
IJDLS
2010
15 years 1 months ago
2010
Data acquisition is a major concern in text classification. The excessive human efforts required by conventional methods to build up quality training collection might not always b...
143
click to vote
MICCAI
2003
Springer
16 years 5 months ago
2003
Springer
The analysis of brain activations using functional magnetic resonance imaging (fMRI) is an active area of neuropsychological research. Standard techniques for analysis have traditi...
141
click to vote
CVPR
2010
IEEE
16 years 6 days ago
2010
IEEE
When classifying high-dimensional sequence data, traditional methods (e.g., HMMs, CRFs) may require large amounts of training data to avoid overfitting. In such cases dimensional...
114
click to vote
ICMCS
2006
IEEE
15 years 10 months ago
2006
IEEE
In this paper, a new approach for automatic audio classification using non-negative matrix factorization (NMF) is presented. Training is performed onto each audio class individua...
146
click to vote
ICMCS
2005
IEEE
15 years 9 months ago
2005
IEEE
Little attention has been paid so far to physiological signals for emotion recognition compared to audio-visual emotion channels, such as facial expressions or speech. In this pap...