7530 search results - page 439 / 1506 » Machine learning in bioinformatics |
166
Voted
ML
2002
ACM
15 years 6 months ago
2002
ACM
Binningandtruncationofdataarecommonindataanalysisandmachinelearning.Thispaperaddresses the problem of fitting mixture densities to multivariate binned and truncated data. The EM ap...
230
Voted
ML
2002
ACM
15 years 6 months ago
2002
ACM
This paper introduces a Bayesian method for clustering dynamic processes. The method models dynamics as Markov chains and then applies an agglomerative clustering procedure to disc...
155
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ECTEL
2010
Springer
15 years 5 months ago
2010
Springer
Abstract. Educational systems that model the user enable personalisation. Systems that open the model to the user to prompt reflection are increasingly common. These often offer a ...
177
Voted
SEAL
2010
Springer
15 years 5 months ago
2010
Springer
In this paper, the authors compare a Monte Carlo method and an optimization-based approach using genetic algorithms for sequentially generating space-filling experimental designs....
200
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COLT
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. We pose the problem of determining the rate of convergence at which AdaBoost minimizes exponential loss. Boosting is the problem of combining many "weak," high-...