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CSB
2005
IEEE
165views Bioinformatics» more  CSB 2005»
15 years 8 months ago
Sequential Diagonal Linear Discriminant Analysis (SeqDLDA) for Microarray Classification and Gene Identification
In microarray classification we are faced with a very large number of features and very few training samples. This is a challenge for classical Linear Discriminant Analysis (LDA),...
Roger Pique-Regi, Antonio Ortega, Shahab Asgharzad...
ICPADS
2006
IEEE
16 years 9 days ago
Flexible, Low-overhead Event Logging to Support Resource Scheduling
Flexible resource management and scheduling policies require detailed system-state information. Traditional, monolithic operating systems with a centralized kernel derive the requ...
Jan Stoess, Volkmar Uhlig
PKDD
2009
Springer
196views Data Mining» more  PKDD 2009»
16 years 25 days ago
Causality Discovery with Additive Disturbances: An Information-Theoretical Perspective
We consider causally sufficient acyclic causal models in which the relationship among the variables is nonlinear while disturbances have linear effects, and show that three princi...
Kun Zhang, Aapo Hyvärinen
JIIS
2002
119views more  JIIS 2002»
15 years 6 months ago
Spatio-Temporal Data Mining for Typhoon Image Collection
Our research aims at discovering useful knowledge from the large collection of satellite images of typhoons using data mining approaches. We first introduce the creation of the typ...
Asanobu Kitamoto
ICECCS
2000
IEEE
133views Hardware» more  ICECCS 2000»
15 years 10 months ago
An Analysis Tool for Coupling-Based Integration Testing
This research is part of a project to develop practical, effective, formalizable, automatable techniques for integration testing. Integration testing is an important part of the t...
A. Jefferson Offutt, Aynur Abdurazik, Roger T. Ale...