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121
Voted
CORR
2010
Springer
15 years 3 months ago
2010
Springer
: - In this paper we address two problems, for which we present novel, efficient, algorithmic solutions. The first problem is motivated by practical situations and is concerned wit...
95
Voted
DAM
2006
15 years 3 months ago
2006
Motivated by issues in machine learning and statistical pattern classification, we investigate a class cover problem (CCP) with an associated family of directed graphs--class cove...
140
Voted
NN
2006
Springer
15 years 3 months ago
2006
Springer
The paper deals with the concept of relevance learning in learning vector quantization and classification. Recent machine learning approaches with the ability of metric adaptation...
130
Voted
CVPR
2007
IEEE
16 years 5 months ago
2007
IEEE
Many problems in vision involve the prediction of a class label for each frame in an unsegmented sequence. In this paper, we develop a discriminative framework for simultaneous se...
140
Voted
PPOPP
2010
ACM
16 years 29 days ago
2010
ACM
Exploiting the emerging reality of affordable multi-core architeces through providing programmers with simple abstractions that would enable them to easily turn their sequential p...