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ML
2002
ACM
167views Machine Learning» more  ML 2002»
15 years 7 months ago
Linear Programming Boosting via Column Generation
We examine linear program (LP) approaches to boosting and demonstrate their efficient solution using LPBoost, a column generation based simplex method. We formulate the problem as...
Ayhan Demiriz, Kristin P. Bennett, John Shawe-Tayl...
BMCBI
2007
144views more  BMCBI 2007»
15 years 7 months ago
Motif kernel generated by genetic programming improves remote homology and fold detection
Background: Protein remote homology detection is a central problem in computational biology. Most recent methods train support vector machines to discriminate between related and ...
Tony Håndstad, Arne J. H. Hestnes, Pål...
ISSTA
2009
ACM
16 years 2 months ago
Automatic system testing of programs without test oracles
Metamorphic testing has been shown to be a simple yet effective technique in addressing the quality assurance of applications that do not have test oracles, i.e., for which it is ...
Christian Murphy, Kuang Shen, Gail E. Kaiser
ISSTA
2010
ACM
15 years 11 months ago
Proving memory safety of floating-point computations by combining static and dynamic program analysis
Whitebox fuzzing is a novel form of security testing based on dynamic symbolic execution and constraint solving. Over the last couple of years, whitebox fuzzers have found many ne...
Patrice Godefroid, Johannes Kinder
CLIMA
2004
15 years 9 months ago
Weighted Multi Dimensional Logic Programs
Abstract. We introduce a logical framework suitable to formalize structures of epistemic agents. Such a framework is based on the notion of weighted directed acyclic graphs (WDAGs)...
Pierangelo Dell'Acqua