3708 search results - page 179 / 742 » The Inverse Classification Problem |
103
click to vote
ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
In this paper we present a minimum sphere covering approach to pattern classification that seeks to construct a minimum number of spheres to represent the training data and formul...
121
click to vote
ICML
2008
IEEE
16 years 2 months ago
2008
IEEE
In high-dimensional classification problems it is infeasible to include enough training samples to cover the class regions densely. Irregularities in the resulting sparse sample d...
102
click to vote
GECCO
2004
Springer
15 years 7 months ago
2004
Springer
In recent literature, the niche enabling effects of crowding and the sharing algorithms have been systematically investigated in the context of Genetic Algorithms and are now estab...
110
click to vote
SDM
2008
SIAM
15 years 3 months ago
2008
SIAM
The Universum data, defined as a collection of "nonexamples" that do not belong to any class of interest, have been shown to encode some prior knowledge by representing ...
135
click to vote
CVPR
2008
IEEE
15 years 2 months ago
2008
IEEE
In real world, an image is usually associated with multiple labels which are characterized by different regions in the image. Thus image classification is naturally posed as both ...