97 citations · 160 across the 5 of their papers we have counts for
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stat.AP2015
Initializing EM algorithm for univariate Gaussian, multi-component, heteroscedastic mixture models by dynamic programming partitions
Andrzej Polanski, Michal Marczyk, Monika Pietrowska +2
Setting initial values of parameters of mixture distributions estimated by using the EM recursive algorithm is very important to the overall quality of estimation. None of the exis…
stat.CO2015★ 42 cited
Signal Partitioning Algorithm for Highly Efficient Gaussian Mixture Modeling in Mass Spectrometry
Andrzej Polanski, Michal Marczyk, Monika Pietrowska +2
Mixture - modeling of mass spectra is an approach with many potential applications including peak detection and quantification, smoothing, de-noising, feature extraction and spectr…