1863 search results - page 241 / 373 » A supervised learning approach for imbalanced data sets |
181
click to vote
ICRA
2008
IEEE
16 years 25 days ago
2008
IEEE
— Local linearizations are ubiquitous in the control of robotic systems. Analytical methods, if available, can be used to obtain the linearization, but in complex robotics system...
168
click to vote
CVPR
2007
IEEE
16 years 23 days ago
2007
IEEE
We propose a framework for general multiple target tracking, where the input is a set of candidate regions in each frame, as obtained from a state of the art background learning, ...
178
click to vote
BIBM
2009
IEEE
16 years 1 months ago
2009
IEEE
A major challenge in microarray classification and biomarker discovery is dealing with small-sample high-dimensional data where the number of genes used as features is typically o...
166
click to vote
INTERSPEECH
2010
15 years 1 months ago
2010
This paper presents a new approach to language model construction, learning a language model not from text, but directly from continuous speech. A phoneme lattice is created using...
173
click to vote
JSA
1998
15 years 6 months ago
1998
The composition of the example set has a major impact on the quality of neural learning. The popular approach is focused on extensive preprocessing to bridge the representation ga...