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» Applying Conventional Testing Techniques for Class Testing
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IJCAI
2007
15 years 5 months ago
Occam's Razor Just Got Sharper
Occam’s razor is the principle that, given two hypotheses consistent with the observed data, the simpler one should be preferred. Many machine learning algorithms follow this pr...
Saher Esmeir, Shaul Markovitch
FMOODS
2006
15 years 5 months ago
Bounded Analysis and Decomposition for Behavioural Descriptions of Components
Abstract. Explicit behavioural interfaces are now accepted as a mandatory feature of components to address architectural analysis. Behavioural interface description languages shoul...
Pascal Poizat, Jean-Claude Royer, Gwen Salaün
ICISC
2001
132views Cryptology» more  ICISC 2001»
15 years 5 months ago
Slide Attacks with a Known-Plaintext Cryptanalysis
Although many strong cryptanalytic tools exploit weaknesses in the data-randomizinig part of a block cipher, relatively few general tools for cryptanalyzing on the other part, the ...
Soichi Furuya
NIPS
2001
15 years 5 months ago
Active Learning in the Drug Discovery Process
We investigate the following data mining problem from Computational Chemistry: From a large data set of compounds, find those that bind to a target molecule in as few iterations o...
Manfred K. Warmuth, Gunnar Rätsch, Michael Ma...
AAAI
1996
15 years 5 months ago
Bagging, Boosting, and C4.5
Breiman's bagging and Freund and Schapire's boosting are recent methods for improving the predictive power of classi er learning systems. Both form a set of classi ers t...
J. Ross Quinlan