Probabilistic Arithmetic Automata and Their Applications

We present a comprehensive review on probabilistic arithmetic automata (PAAs), a general model to describe chains of operations whose operands depend on chance, along with two algorithms to numerically compute the distribution of the results of such probabilistic calculations. PAAs provide a unifyin...

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Veröffentlicht in:	IEEE/ACM transactions on computational biology and bioinformatics Jg. 9; H. 6; S. 1737 - 1750
Hauptverfasser:	Marschall, T., Herms, I., Kaltenbach, H., Rahmann, S.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.11.2012 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms alignment seed analysis of algorithms Application programming interface Arithmetic Automata Automation Bioinformatics clump Computation Computational Biology - methods Computational modeling Construction DNA sequencing dynamic programming hidden Markov model Hidden Markov models Markov Chains Markov processes Mathematical models Models, Biological Models, Statistical pattern matching Pattern Recognition, Automated - methods Peptide Mapping peptide mass fingerprinting Probabilistic automaton Probabilistic logic Probabilistic methods Probability theory Sensitivity and Specificity Sequence Analysis, DNA Statistics string algorithm Studies text model
ISSN:	1545-5963, 1557-9964, 1557-9964
Online-Zugang:	Volltext
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