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122
Voted
TNN
2011
14 years 9 months ago
2011
—In some applications, the probability of error of a given classifier is too high for its practical application, but we are allowed to gather more independent test samples from ...
132
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WCE
2007
15 years 3 months ago
2007
— Software testing is a perennial problem, consequently it scores scant attention. An inclusion to testing challenges is aspect-oriented paradigm, which has a dichotomy of core a...
120
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We present a new machine learning approach for 3D-QSAR, the task of predicting binding affinities of molecules to target proteins based on 3D structure. Our approach predicts bind...
124
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ML
2007
ACM
15 years 1 months ago
2007
ACM
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
122
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ICIP
2002
IEEE
16 years 4 months ago
2002
IEEE
Techniques that can introduce low-dimensional feature representation with enhanced discriminatory power is of paramount importance in face recognition applications. It is well kno...