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126
Voted
ICANN
2010
Springer
15 years 2 months ago
2010
Springer
We discuss the problem of overfitting of probabilistic neural networks in the framework of statistical pattern recognition. The probabilistic approach to neural networks provides a...
118
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ICAISC
2010
Springer
15 years 7 months ago
2010
Springer
In the paper a new evolutionary algorithm for induction of univariate regression trees is proposed. In contrast to typical top-down approaches it globally searches for the best tre...
156
Voted
BMCBI
2010
15 years 2 months ago
2010
Background: It is well known that most of the binding free energy of protein interaction is contributed by a few key hot spot residues. These residues are crucial for understandin...
113
Voted
BMCBI
2010
15 years 2 months ago
2010
Background: Protein-protein interactions play a key role in biological processes of proteins within a cell. Recent high-throughput techniques have generated protein-protein intera...
101
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INTERSPEECH
2010
14 years 9 months ago
2010
In this paper, we propose to improve our previously developed method for joint compensation of additive and convolutive distortions (JAC) applied to model adaptation. The improvem...