2259 search results - page 190 / 452 » Machine Learning for Systems Biology |
176
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ACML
2009
Springer
15 years 9 months ago
2009
Springer
A fundamental assumption for any machine learning task is to have training and test data instances drawn from the same distribution while having a sufficiently large number of tra...
188
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CORR
2012
Springer
14 years 19 days ago
2012
Springer
We address the problem of learning the parameters in graphical models when inference is intractable. A common strategy in this case is to replace the partition function with its B...
130
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ICASSP
2007
IEEE
15 years 11 months ago
2007
IEEE
This paper considers the problem of learning cellular signaling networks from incomplete measurements of pathway activity. Cells respond to environmental changes (e.g., starvation...
136
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IJBRA
2006
15 years 4 months ago
2006
: Many diseases, especially solid tumors, involve the disruption or deregulation of cellular processes. Most current work using gene expression and other high-throughput data, simp...
136
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EPIA
1995
Springer
15 years 8 months ago
1995
Springer
Abstract. The paper introduces a reinforcement learning-based methodology for performance improvement of Intelligent Controllers. The translation interfaces of a 3-level Hierarchic...