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» Benchmarking Data Mining Algorithms
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AUSDM
2008
Springer
238views Data Mining» more  AUSDM 2008»
15 years 9 months ago
Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering
The exceptional growth of graphics hardware in programmability and data processing speed in the past few years has fuelled extensive research in using it for general purpose compu...
S. A. Arul Shalom, Manoranjan Dash, Minh Tue
KDD
2007
ACM
191views Data Mining» more  KDD 2007»
16 years 7 months ago
Cost-effective outbreak detection in networks
Given a water distribution network, where should we place sensors to quickly detect contaminants? Or, which blogs should we read to avoid missing important stories? These seemingl...
Andreas Krause, Carlos Guestrin, Christos Faloutso...
SDM
2009
SIAM
157views Data Mining» more  SDM 2009»
16 years 4 months ago
MUSK: Uniform Sampling of k Maximal Patterns.
Recent research in frequent pattern mining (FPM) has shifted from obtaining the complete set of frequent patterns to generating only a representative (summary) subset of frequent ...
Mohammad Al Hasan, Mohammed Javeed Zaki
CVPR
1999
IEEE
16 years 9 months ago
Histogram Clustering for Unsupervised Image Segmentation
This paper introduces a novel statistical mixture model for probabilistic grouping of distributional histogram data. Adopting the Bayesian framework, we propose to perform anneale...
Jan Puzicha, Joachim M. Buhmann, Thomas Hofmann
160
Voted
SIGMOD
2005
ACM
108views Database» more  SIGMOD 2005»
16 years 19 days ago
A high-performance, transactional filestore for application servers
There is a class of data, including messages and business workflow state, for which conventional monolithic databases are less than ideal. Performance and scalability of Applicati...
Bill Gallagher, Dean Jacobs, Anno Langen