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CEC
2007
IEEE
16 years 23 days ago
Concerning the potential of evolutionary support vector machines
— Within the present paper, we put forward a novel hybridization between support vector machines and evolutionary algorithms. Evolutionary support vector machines consider the cl...
Ruxandra Stoean, Mike Preuss, Catalin Stoean, Dumi...
BMCBI
2008
169views more  BMCBI 2008»
15 years 6 months ago
A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification
Background: Cancer diagnosis and clinical outcome prediction are among the most important emerging applications of gene expression microarray technology with several molecular sig...
Alexander R. Statnikov, Lily Wang, Constantin F. A...
HICSS
1999
IEEE
267views Biometrics» more  HICSS 1999»
15 years 10 months ago
Annotate: A Web-based Knowledge Management Support System for Document Collections
Knowledge management is an increasingly important source of competitive advantage for organizations. Knowledge is a renewable, re-usable and accumulating asset of value to firms t...
Mark Ginsburg, Ajit Kambil
JMLR
2006
96views more  JMLR 2006»
15 years 6 months ago
A Hierarchy of Support Vector Machines for Pattern Detection
We introduce a computational design for pattern detection based on a tree-structured network of support vector machines (SVMs). An SVM is associated with each cell in a recursive ...
Hichem Sahbi, Donald Geman
WCRE
2010
IEEE
15 years 4 months ago
Visually Supporting Source Code Changes Integration: The Torch Dashboard
—Automatic and advanced merging algorithms help programmers to merge their modifications in main development repositories. However, there is little support to help release maste...
Veroonica Uquillas Gomez, Stéphane Ducasse,...