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ECML
2004
Springer
15 years 11 months ago
Applying Support Vector Machines to Imbalanced Datasets
Support Vector Machines (SVM) have been extensively studied and have shown remarkable success in many applications. However the success of SVM is very limited when it is applied to...
Rehan Akbani, Stephen Kwek, Nathalie Japkowicz
ICTAI
2003
IEEE
15 years 11 months ago
Integrating Microarray Data by Consensus Clustering
With the exploding volume of microarray experiments comes increasing interest in mining repositories of such data. Meaningfully combining results from varied experiments on an equ...
Vladimir Filkov, Steven Skiena
157
Voted
CCGRID
2002
IEEE
15 years 11 months ago
Using TOP-C and AMPIC to Port Large Parallel Applications to the Computational Grid
Porting large applications to distributed computing platforms is a challenging task from a software engineering perspective. The Computational Grid has gained tremendous popularit...
Gene Cooperman, Henri Casanova, Jim Hayes, Thomas ...
CDC
2009
IEEE
179views Control Systems» more  CDC 2009»
15 years 11 months ago
Bayesian network approach to understand regulation of biological processes in cyanobacteria
— Bayesian networks have extensively been used in numerous fields including artificial intelligence, decision theory and control. Its ability to utilize noisy and missing data ...
Thanura R. Elvitigala, Abhay K. Singh, Himadri B. ...
UIST
2000
ACM
15 years 10 months ago
A semi-automatic approach to home video editing
Hitchcock is a system that allows users to easily create custom videos from raw video shot with a standard video camera. In contrast to other video editing systems, Hitchcock uses...
Andreas Girgensohn, John S. Boreczky, Patrick Chiu...