1686 search results - page 115 / 338 » Machine Learning in Medical Applications |
126
click to vote
ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
We develop a penalized kernel smoothing method for the problem of selecting nonzero elements of the conditional precision matrix, known as conditional covariance selection. This p...
168
click to vote
CVPR
2010
IEEE
15 years 12 months ago
2010
IEEE
Visual understanding is often based on measuring similarity between observations. Learning similarities specific to a certain perception task from a set of examples has been show...
144
Voted
ECML
2007
Springer
15 years 10 months ago
2007
Springer
Many real-world classification applications fall into the class of positive and unlabeled (PU) learning problems. In many such applications, not only could the negative training ex...
105
click to vote
NIPS
2000
15 years 5 months ago
2000
A system has been developed to extract diagnostic information from jet engine carcass vibration data. Support Vector Machines applied to novelty detection provide a measure of how...
158
click to vote
AIIA
2005
Springer
15 years 9 months ago
2005
Springer
Machine Learning systems are often distinguished according to the kind of representation they use, which can be either propositional or first-order logic. The framework working wi...