2230 search results - page 165 / 446 » Reformulating Constraint Models Using Input Data |
131
Voted
KDD
2004
ACM
16 years 2 months ago
2004
ACM
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
102
Voted
SDM
2004
SIAM
15 years 3 months ago
2004
SIAM
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
124
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DAGSTUHL
2007
15 years 4 months ago
2007
Stochastic optimization problems provide a means to model uncertainty in the input data where the uncertainty is modeled by a probability distribution over the possible realizatio...
120
Voted
FOCS
2005
IEEE
15 years 8 months ago
2005
IEEE
Stochastic optimization problems provide a means to model uncertainty in the input data where the uncertainty is modeled by a probability distribution over the possible realizatio...
133
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PVLDB
2008
15 years 2 months ago
2008
Dirty data is a serious problem for businesses leading to incorrect decision making, inefficient daily operations, and ultimately wasting both time and money. Dirty data often ari...