1082 search results - page 47 / 217 » Graph Mining using Graph Pattern Profiles |
117
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SAC
2009
ACM
15 years 9 months ago
2009
ACM
This paper introduces LDA-G, a scalable Bayesian approach to finding latent group structures in large real-world graph data. Existing Bayesian approaches for group discovery (suc...
132
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CSCLP
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. Graph pattern matching is a central application in many fields. In various areas, the structure of the pattern can only be approximated and exact matching is then too ac...
127
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SDM
2009
SIAM
15 years 11 months ago
2009
SIAM
Complex systems exhibit emergent patterns of behavior at different levels of organization. Powerful network analysis methods, developed in physics and social sciences, have been s...
115
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TKDE
2008
15 years 2 months ago
2008
An important problem in the area of homeland security is to identify abnormal or suspicious entities in large datasets. Although there are methods from data mining and social netwo...
128
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IS
2007
15 years 2 months ago
2007
As data mining techniques are being increasingly applied to non-traditional domains, existing approaches for finding frequent itemsets cannot be used as they cannot model the req...