2208 search results - page 1 / 442 » On Issues of Instance Selection |
DATAMINE
2002
15 years 28 days ago
2002
121
Voted
CVPR
2009
IEEE
16 years 8 months ago
2009
IEEE
Multiple-instance Learning (MIL) is a new paradigm
of supervised learning that deals with the classification of
bags. Each bag is presented as a collection of instances
from whi...
110
Voted
INFOCOM
2003
IEEE
15 years 6 months ago
2003
IEEE
— Service composition enables flexible creation of new services by assembling independent service components. We are focused on the scenario where such composition takes place a...
112
Voted
PAMI
2006
15 years 1 months ago
2006
Multiple-instance problems arise from the situations where training class labels are attached to sets of samples (named bags), instead of individual samples within each bag (called...
124
Voted
DATAMINE
2002
15 years 28 days ago
2002
The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...