566 search results - page 63 / 114 » Approximation Spaces in Machine Learning and Pattern Recogni... |
157
click to vote
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Regularized Kernel Discriminant Analysis (RKDA) performs linear discriminant analysis in the feature space via the kernel trick. The performance of RKDA depends on the selection o...
156
click to vote
IEEECIT
2007
IEEE
15 years 9 months ago
2007
IEEE
In machine learning, ensemble classifiers have been introduced for more accurate pattern classification than single classifiers. We propose a new ensemble learning method that emp...
125
click to vote
CEC
2007
IEEE
15 years 7 months ago
2007
IEEE
Abstract-- Hypernetworks consist of a large number of hyperedges that represent higher-order features sampled from training patterns. Evolutionary algorithms have been used as a me...
128
click to vote
ICMCS
2006
IEEE
15 years 9 months ago
2006
IEEE
This paper presents an emotion recognition system from clean and noisy speech. Geodesic distance was adopted to preserve the intrinsic geometry of emotional speech. Based on the g...
133
click to vote
KDD
2004
ACM
16 years 3 months ago
2004
ACM
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...