Greedy EM algorithm specifications


Unique identifier OMICS_25391
Name Greedy EM algorithm
Software type Application/Script
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
Programming languages MATLAB
Computer skills Advanced
Maintained No


No version available


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Publication for Greedy EM algorithm

Greedy EM algorithm citations


Gaussian Mixture Model of Heart Rate Variability

PLoS One
PMCID: 3364278
PMID: 22666386
DOI: 10.1371/journal.pone.0037731

[…] models of physiological aspects of the neuroautonomic control of the heart rate, –, has been aimed to further verify the physiological plausibility of the Gaussian mixture parameters learned via the Greedy EM algorithm. The rationale behind this analysis is that synthetic data obtained from models governed by such parameters should be consistent with the experimental ones. […]


Parametric modeling of cellular state transitions as measured with flow cytometry

BMC Bioinformatics
PMCID: 3358665
PMID: 22537009
DOI: 10.1186/1471-2105-13-S5-S5

[…] for statistical characterization of flow cytometric time course data. In particular, we present in StateProfiler a new greedy Expectation-Maximization (EM) algorithm for fitting our STNMIX model. The greedy EM algorithm starts with a minimum number of distributions (or components) and sequentially inserts a new component to the mixture until model convergence is achieved. This parsimonious approac […]

Greedy EM algorithm institution(s)
Department of Computer Science, University of Ioannina, Ioannina, Greece

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