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PR
2007
129views more  PR 2007»
13 years 8 months ago
EROS: Ensemble rough subspaces
Ensemble learning is attracting much attention from pattern recognition and machine learning domains for good generalization. Both theoretical and experimental researches show tha...
Qinghua Hu, Daren Yu, Zongxia Xie, Xiaodong Li
INFORMS
2010
177views more  INFORMS 2010»
13 years 7 months ago
Binarized Support Vector Machines
The widely used Support Vector Machine (SVM) method has shown to yield very good results in Supervised Classification problems. Other methods such as Classification Trees have bec...
Emilio Carrizosa, Belen Martin-Barragan, Dolores R...
PROCEDIA
2010
115views more  PROCEDIA 2010»
13 years 7 months ago
Generative topographic mapping by deterministic annealing
Generative Topographic Mapping (GTM) is an important technique for dimension reduction which has been successfully applied to many fields. However the usual Expectation-Maximizat...
Jong Youl Choi, Judy Qiu, Marlon E. Pierce, Geoffr...
SPIN
2010
Springer
13 years 7 months ago
Combining SPIN with ns-2 for Protocol Optimization
In the field of communication networks, protocol engineers usually employ several tools focused on specific kinds of analysis, such as performance or correctness. This paper pres...
Pedro Merino, Alberto Salmeron
TAICPART
2010
IEEE
158views Education» more  TAICPART 2010»
13 years 7 months ago
Bad Pairs in Software Testing
Abstract. With pairwise testing, the test model is a list of N parameters. Each test case is an N-tuple; the test space is the cross product of the N parameters. A pairwise test is...
Daniel Hoffman, Chien Chang, Gary Bazdell, Brett S...