1025 search results - page 131 / 205 » Constraint Programming for Data Mining and Machine Learning |
140
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ECCV
2008
Springer
16 years 4 months ago
2008
Springer
Distance metric learning has been widely investigated in machine learning and information retrieval. In this paper, we study a particular content-based image retrieval application ...
122
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ML
2008
ACM
15 years 3 months ago
2008
ACM
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
171
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SDM
2012
SIAM
13 years 5 months ago
2012
SIAM
Objects linking with many other objects in an information network may imply various semantic relationships. Uncovering such knowledge is essential for role discovery, data cleanin...
109
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
We consider the problem of decentralized detection under constraints on the number of bits that can be transmitted by each sensor. In contrast to most previous work, in which the ...
115
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MLDM
2005
Springer
15 years 8 months ago
2005
Springer
Assessing the similarity between objects is a prerequisite for many data mining techniques. This paper introduces a novel approach to learn distance functions that maximizes the c...