1180 search results - page 3 / 236 » An Instance Selection Approach to Multiple Instance Learning |
ICML
2008
IEEE
14 years 6 months ago
2008
IEEE
ICML
2000
IEEE
14 years 6 months ago
2000
IEEE
As opposed to traditional supervised learning, multiple-instance learning concerns the problem of classifying a bag of instances, given bags that are labeled by a teacher as being...
ALT
2001
Springer
14 years 3 months ago
2001
Springer
While there has been a significant amount of theoretical and empirical research on the multiple-instance learning model, most of this research is for concept learning. However, f...
ICMCS
2005
IEEE
13 years 11 months ago
2005
IEEE
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. In this paper, we propose an approach based on On...
ECML
2004
Springer
13 years 11 months ago
2004
Springer
In this paper we present a boosting approach to multiple instance learning. As weak hypotheses we use balls (with respect to various metrics) centered at instances of positive bags...