Expectation-maximization algorithm for evaluation of wind direction characteristics

Directional statistical distributions can be used to model a wide range of industrial and phenomena. Finite mixtures of circular normal von Mises (MvM) distributions have been used to represent directional data from various domains including energy industry, medical science, and information retrieva...

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Veröffentlicht in:	2015 IEEE 15th International Conference on Environment and Electrical Engineering (EEEIC) S. 1730 - 1735
Hauptverfasser:	Marek, Jaroslav, Heckenbergerova, Jana
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2015
Schlagworte:	Approximation algorithms Atmospheric modeling circular data Convergence Data models Expectation-Maximization algorithm Load modeling Mathematical model Maximum likelihood estimation Mixture of von Mises Distribution wind direction modelling
Online-Zugang:	Volltext
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