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» Benchmarking Data Mining Algorithms
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KDD
2004
ACM
137views Data Mining» more  KDD 2004»
15 years 9 months ago
Mining scale-free networks using geodesic clustering
Many real-world graphs have been shown to be scale-free— vertex degrees follow power law distributions, vertices tend to cluster, and the average length of all shortest paths is...
Andrew Y. Wu, Michael Garland, Jiawei Han
134
Voted
DMIN
2006
126views Data Mining» more  DMIN 2006»
15 years 5 months ago
An Algorithm for the Discovery of Arbitrary Length Ordinal Association Rules
Association rule mining techniques are used to search attribute-value pairs that occur frequently together in a data set. Ordinal association rules are a particular type of associa...
Alina Campan, Gabriela Serban, Traian Marius Truta...
ICPP
1997
IEEE
15 years 8 months ago
Automatic Partitioning of Data and Computations on Scalable Shared Memory Multiprocessors
Abstract—This paper describes an algorithm for deriving data and computation partitions on scalable shared memory multiprocessors. The algorithm establishes affinity relationshi...
Sudarsan Tandri, Tarek S. Abdelrahman
128
Voted
ICDM
2005
IEEE
188views Data Mining» more  ICDM 2005»
15 years 9 months ago
CLUMP: A Scalable and Robust Framework for Structure Discovery
We introduce a robust and efficient framework called CLUMP (CLustering Using Multiple Prototypes) for unsupervised discovery of structure in data. CLUMP relies on finding multip...
Kunal Punera, Joydeep Ghosh
CIKM
2010
Springer
14 years 10 months ago
Mining networks with shared items
Recent advances in data processing have enabled the generation of large and complex graphs. Many researchers have developed techniques to investigate informative structures within...
Jun Sese, Mio Seki, Mutsumi Fukuzaki