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118
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ICPR
2002
IEEE
16 years 3 months ago
2002
IEEE
Classification of real-world data poses a number of challenging problems. Mismatch between classifier models and true data distributions on one hand and the use of approximate inf...
123
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UAI
2003
15 years 4 months ago
2003
Continuous time Bayesian networks (CTBN) describe structured stochastic processes with finitely many states that evolve over continuous time. A CTBN is a directed (possibly cycli...
73
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ICANN
2003
Springer
15 years 7 months ago
2003
Springer
121
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SAC
2008
ACM
15 years 2 months ago
2008
ACM
The ability to infer parameters of gene regulatory networks is emerging as a key problem in systems biology. The biochemical data are intrinsically stochastic and tend to be observ...
86
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IJCNN
2007
IEEE
15 years 9 months ago
2007
IEEE