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» Improving Random Forests
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132
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PODS
2012
ACM
276views Database» more  PODS 2012»
13 years 3 months ago
Randomized algorithms for tracking distributed count, frequencies, and ranks
We show that randomization can lead to significant improvements for a few fundamental problems in distributed tracking. Our basis is the count-tracking problem, where there are k...
Zengfeng Huang, Ke Yi, Qin Zhang
145
Voted
JSS
2010
207views more  JSS 2010»
14 years 11 months ago
Adaptive Random Testing: The ART of test case diversity
Random testing is not only a useful testing technique in itself, but also plays a core role in many other testing methods. Hence, any significant improvement to random testing ha...
Tsong Yueh Chen, Fei-Ching Kuo, Robert G. Merkel, ...
DAWAK
2005
Springer
15 years 6 months ago
Gene Expression Biclustering Using Random Walk Strategies
A biclustering algorithm, based on a greedy technique and enriched with a local search strategy to escape poor local minima, is proposed. The algorithm starts with an initial rando...
Fabrizio Angiulli, Clara Pizzuti
IPPS
1997
IEEE
15 years 4 months ago
A Randomized Sorting Algorithm on the BSP model
We present a new randomized sorting algorithm on the Bulk-SynchronousParallel (BSP) model. The algorithm improves upon the parallel slack of previous algorithms to achieve optimal...
Alexandros V. Gerbessiotis, Constantinos J. Siniol...
102
Voted
ISCI
2008
102views more  ISCI 2008»
15 years 18 days ago
Random walk biclustering for microarray data
A biclustering algorithm, based on a greedy technique and enriched with a local search strategy to escape poor local minima, is proposed. The algorithm starts with an initial rand...
Fabrizio Angiulli, Eugenio Cesario, Clara Pizzuti