76 search results - page 10 / 16 » Judicious partitions of directed graphs |
102
Voted
SIGIR
2008
ACM
15 years 6 days ago
2008
ACM
Clustering hypertext document collection is an important task in Information Retrieval. Most clustering methods are based on document content and do not take into account the hype...
84
Voted
NIPS
2000
15 years 2 months ago
2000
In this paper, we derive a second order mean field theory for directed graphical probability models. By using an information theoretic argument it is shown how this can be done in...
128
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MLDM
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. In supervised learning, discretization of the continuous explanatory attributes enhances the accuracy of decision tree induction algorithms and naive Bayes classifier. M...
110
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ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the dependency structure than directed graphical mode...
237
Voted
COCOA
2011
Springer
14 years 16 days ago
2011
Springer
Biological networks are commonly used to model molecular activity within the cell. Recent experimental studies have shown that the detection of conserved subnetworks across several...