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Modeling peptide fragmentation with dynamic Bayesian networks for peptide identification.
Aaron A. Klammer
Sheila M. Reynolds
Jeff A. Bilmes
Michael J. MacCoss
William Stafford Noble
Published in:
ISMB (2008)
Keyphrases
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dynamic bayesian networks
tandem mass spectrometry
mass spectrometry
ms ms
bayesian networks
particle filtering
high throughput
approximate inference
structure learning
state variables
mass spectra
spatio temporal
reinforcement learning
state space
text classification
maximum likelihood