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» Kernels for Global Constraints
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ICCV
2009
IEEE
16 years 3 months ago
Constrained Clustering by Spectral Kernel Learning
Clustering performance can often be greatly improved by leveraging side information. In this paper, we consider constrained clustering with pairwise constraints, which specify s...
Zhenguo Li, Jianzhuang Liu
82
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OTM
2005
Springer
15 years 3 months ago
Maintaining Global Integrity in Federated Relational Databases Using Interactive Component Systems
The maintenance of global integrity constraints in database federations is still a challenge since traditional integrity constraint management techniques cannot be applied to such ...
Christopher Popfinger, Stefan Conrad
78
Voted
ICML
2008
IEEE
15 years 11 months ago
Training SVM with indefinite kernels
Similarity matrices generated from many applications may not be positive semidefinite, and hence can't fit into the kernel machine framework. In this paper, we study the prob...
Jianhui Chen, Jieping Ye