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ML
2010
ACM
138views Machine Learning» more  ML 2010»
14 years 7 months ago
Mining adversarial patterns via regularized loss minimization
Traditional classification methods assume that the training and the test data arise from the same underlying distribution. However, in several adversarial settings, the test set is...
Wei Liu, Sanjay Chawla
100
Voted
CCECE
2009
IEEE
15 years 7 months ago
Automata-based approach for kernel trace analysis
This paper presents an automata-based approach for analyzing traces generated by the kernel of an operating system. We identified a list of typical patterns of problematic behavi...
Gabriel Matni, Michel Dagenais
101
Voted
CEEMAS
2003
Springer
15 years 5 months ago
An Agent-Based Personalized Producer/Consumer Scenario
We present an agent-based Producer/Consumer scenario, that is the key element of manufacturing systems and therefore of utmost importance. We call it a MSWS-system, which is made u...
Christian Seitz, Bernhard Bauer
96
Voted
SEAL
1998
Springer
15 years 4 months ago
Co-evolution, Determinism and Robustness
Abstract. Robustness has long been recognised as a critical issue for coevolutionary learning. It has been achieved in a number of cases, though usually in domains which involve so...
Alan D. Blair, Elizabeth Sklar, Pablo Funes
COCOON
1995
Springer
15 years 4 months ago
Constructing Craig Interpolation Formulas
A Craig interpolant of two inconsistent theories is a formula which is true in one and false in the other. This paper gives an eificient method for constructing a Craig interpolant...
Guoxiang Huang