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» Mining Large Networks with Subgraph Counting
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ICDM
2008
IEEE
86views Data Mining» more  ICDM 2008»
13 years 11 months ago
Mining Large Networks with Subgraph Counting
Ilaria Bordino, Debora Donato, Aristides Gionis, S...
SODA
2010
ACM
209views Algorithms» more  SODA 2010»
14 years 2 months ago
Counting Stars and Other Small Subgraphs in Sublinear Time
Detecting and counting the number of copies of certain subgraphs (also known as network motifs or graphlets), is motivated by applications in a variety of areas ranging from Biolo...
Mira Gonen, Dana Ron, Yuval Shavitt
SDM
2004
SIAM
194views Data Mining» more  SDM 2004»
13 years 6 months ago
Finding Frequent Patterns in a Large Sparse Graph
Graph-based modeling has emerged as a powerful abstraction capable of capturing in a single and unified framework many of the relational, spatial, topological, and other characteri...
Michihiro Kuramochi, George Karypis
PAKDD
2005
ACM
161views Data Mining» more  PAKDD 2005»
13 years 10 months ago
Online Algorithms for Mining Inter-stream Associations from Large Sensor Networks
We study the problem of mining frequent value sets from a large sensor network. We discuss how sensor stream data could be represented that facilitates efficient online mining and ...
K. K. Loo, Ivy Tong, Ben Kao
CORR
2012
Springer
250views Education» more  CORR 2012»
12 years 16 days ago
Mining Attribute-structure Correlated Patterns in Large Attributed Graphs
In this work, we study the correlation between attribute sets and the occurrence of dense subgraphs in large attributed graphs, a task we call structural correlation pattern minin...
Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki