945 search results - page 21 / 189 » Improved Boosting Algorithms using Confidence-Rated Predicti... |
76
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JMLR
2002
15 years 12 days ago
2002
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
115
Voted
BMCBI
2008
15 years 26 days ago
2008
Background: Amino acid sequence probability distributions, or profiles, have been used successfully to predict secondary structure and local structure in proteins. Profile models ...
157
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CIBCB
2009
IEEE
15 years 1 months ago
2009
IEEE
Tools for the identification of trans-membrane spans from the protein sequence are widely used in the experimental community. Computational structural biology seeks to increase the...
105
Voted
IROS
2007
IEEE
15 years 7 months ago
2007
IEEE
— Robot assisted heart surgery allows surgeons to operate on a heart while it is still beating as if it had been stopped. The robot actively cancels heart motion by closely follo...
98
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
Despite popular belief, boosting algorithms and related coordinate descent methods are prone to overfitting. We derive modifications to AdaBoost and related gradient-based coordin...