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» A Theory of Probabilistic Functional Testing
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98
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AUSAI
2004
Springer
15 years 5 months ago
MML Inference of Oblique Decision Trees
We propose a multivariate decision tree inference scheme by using the minimum message length (MML) principle (Wallace and Boulton, 1968; Wallace and Dowe, 1999). The scheme uses MM...
Peter J. Tan, David L. Dowe
74
Voted
ICCAD
1996
IEEE
102views Hardware» more  ICCAD 1996»
15 years 3 months ago
Bit-flipping BIST
A scan-based BIST scheme is presented which guarantees complete fault coverage with very low hardware overhead. A probabilistic analysis shows that the output of an LFSR which fee...
Hans-Joachim Wunderlich, Gundolf Kiefer
76
Voted
NIPS
2007
15 years 1 months ago
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes
Neural spike trains present challenges to analytical efforts due to their noisy, spiking nature. Many studies of neuroscientific and neural prosthetic importance rely on a smooth...
John P. Cunningham, Byron M. Yu, Krishna V. Shenoy...
68
Voted
GECCO
2005
Springer
15 years 5 months ago
Evaluating GP schema in context
We propose a new methodology to look at the fitness contributions (semantics) of different schemata in Genetic Programming (GP). We hypothesize that the significance of a schem...
Hammad Majeed, Conor Ryan, R. Muhammad Atif Azad
ISSTA
2009
ACM
15 years 6 months ago
Specifying the worst case: orthogonal modeling of hardware errors
During testing, the execution of valid cases is only one part of the task. Checking the behavior in boundary situations and in the presence of errors is an equally important subje...
Jewgenij Botaschanjan, Benjamin Hummel