1025 search results - page 176 / 205 » Constraint Programming for Data Mining and Machine Learning |
80
Voted
ICDM
2008
IEEE
15 years 8 months ago
2008
IEEE
The task of aligning sequences arises in many applications. Classical dynamic programming approaches require the explicit state enumeration in the reward model. This is often impr...
122
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SIGIR
2008
ACM
15 years 1 months ago
2008
ACM
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
124
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IPMI
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. In this paper we propose a novel approach to define task-driven regularization constraints in deformable image registration using learned deformation priors. Our method ...
131
Voted
NIPS
2008
15 years 3 months ago
2008
Conditional Random Sampling (CRS) was originally proposed for efficiently computing pairwise (l2, l1) distances, in static, large-scale, and sparse data. This study modifies the o...
130
Voted
ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
The performance of graph based clustering methods critically depends on the quality of the distance function, used to compute similarities between pairs of neighboring nodes. In t...