206 search results - page 19 / 42 » GRASP for Instance Selection in Medical Data Sets |
164
click to vote
ICCS
2007
Springer
16 years 6 days ago
2007
Springer
In this paper, active learning with support vector machines (SVMs) is applied to the problem of tornado prediction. This method is used to predict which storm-scale circulations yi...
158
click to vote
AIME
2007
Springer
16 years 7 days ago
2007
Springer
This paper discusses variable selection for medical decision making; in particular decisions regarding when to provide treatment and which treatment to provide. Current variable se...
172
click to vote
ISBI
2008
IEEE
16 years 6 months ago
2008
IEEE
Four-dimensional ultrasound based on matrix phased array transducers can capture the complex 4D cardiac motion in a complete and real-time fashion. However, the large amount of in...
151
click to vote
UAI
2004
15 years 7 months ago
2004
Classical learning assumes the learner is given a labeled data sample, from which it learns a model. The field of Active Learning deals with the situation where the learner begins...
159
click to vote
AIMSA
2008
Springer
16 years 12 days ago
2008
Springer
Relational instance-based learning (RIBL) algorithms offer high prediction capabilities. However, they do not scale up well, specially in domains where there is a time bound for c...