56 search results - page 4 / 12 » Explaining Classifications For Individual Instances |
CVPR
1999
IEEE
14 years 1 days ago
1999
IEEE
While a tracking system is unaware of the identity of any object it tracks, the identity remains the same for the entire tracking sequence. Our system leverages this information b...
GRC
2009
IEEE
13 years 11 months ago
2009
IEEE
The Choquet integral has been applied in data mining, such as nonlinear multiregressions and nonlinear classifications. Adopting signed efficiency measure in the Choquet integral ...
ALT
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...
ECCV
2004
Springer
14 years 9 months ago
2004
Springer
Abstract. This paper presents a novel approach to sign language recognition that provides extremely high classification rates on minimal training data. Key to this approach is a 2 ...
AAAI
2007
13 years 10 months ago
2007
Collective classification can significantly improve accuracy by exploiting relationships among instances. Although several collective inference procedures have been reported, they...