3050 search results - page 435 / 610 » On-line Algorithms in Machine Learning |
209
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BMCBI
2010
15 years 4 months ago
2010
Background: Random forest, an ensemble based supervised machine learning algorithm, is used to predict the SCOP structural classification for a target structure, based on the simi...
115
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SIGKDD
2008
15 years 4 months ago
2008
In this report we summarize the KDD Cup 2008 task, which addressed a problem of early breast cancer detection. We describe the data and the challenges, the results and summarize t...
121
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ECML
2005
Springer
15 years 10 months ago
2005
Springer
Abstract. In this paper, dimensionality reduction via matrix factorization with nonnegativity constraints is studied. Because of these constraints, it stands apart from other linea...
113
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ECML
2004
Springer
15 years 10 months ago
2004
Springer
This report contains derivations which did not fit into the paper [3]. Associative clustering (AC) is a method for separately clustering two data sets when one-to-one association...
131
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AC
2003
Springer
15 years 10 months ago
2003
Springer
Concentration inequalities deal with deviations of functions of independent random variables from their expectation. In the last decade new tools have been introduced making it pos...