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ICML
2006
IEEE
16 years 8 months ago
A DC-programming algorithm for kernel selection
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
Andreas Argyriou, Raphael Hauser, Charles A. Micch...
ECOOPW
2006
Springer
15 years 11 months ago
Program Analysis for Security and Privacy
Abstract. Software security has become more important than ever. Unfortunately, still now, the security of a software system is almost always retrofitted to an afterthought. When s...
Marco Pistoia, Francesco Logozzo
IJMMS
2006
64views more  IJMMS 2006»
15 years 7 months ago
Revising (multi-) media learning principles by applying a differentiated knowledge concept
This paper reports on a study investigating the effect of single-media and multimedia presentations on the resulting knowledge. First, this study investigated the stability of est...
Sissel Guttormsen Schär, Johannes Kaiser
IJON
2006
161views more  IJON 2006»
15 years 7 months ago
Evolving hybrid ensembles of learning machines for better generalisation
Ensembles of learning machines have been formally and empirically shown to outperform (generalise better than) single predictors in many cases. Evidence suggests that ensembles ge...
Arjun Chandra, Xin Yao
IJON
2006
87views more  IJON 2006»
15 years 7 months ago
Collective plasticity and individual stability in cultured neuronal networks
Cultured neuronal networks generate spontaneous activity in the form of synchronized bursting events (SBEs)--short time events during which most of the recorded neurons fire rapid...
Nadav Raichman, Vladislav Volman, Eshel Ben-Jacob