59 search results - page 1 / 12 » Multiple-Instance Learning of Real-Valued Data |
104
Voted
ICML
2001
IEEE
16 years 1 months ago
2001
IEEE
98
Voted
ALT
2001
Springer
15 years 9 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...
171
Voted
CVPR
2012
IEEE
13 years 2 months ago
2012
IEEE
Human activity recognition has potential to impact a wide range of applications from surveillance to human computer interfaces to content based video retrieval. Recently, the rapi...
95
Voted
ECML
2001
Springer
15 years 5 months ago
2001
Springer
Abstract. This paper proposes a generic extension to propositional rule learners to handle multiple-instance data. In a multiple-instance representation, each learning example is r...
115
Voted
AAAI
2008
15 years 2 months ago
2008
Multiple instance learning (MIL) is a branch of machine learning that attempts to learn information from bags of instances. Many real-world applications such as localized content-...