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1. Extension of REBMIX algorithm to von Mises parametric family for modeling joint distribution of wind speed and direction
X. W. Ye, P. S. Xi, Marko Nagode, 2019, original scientific article

Keywords: structural health monitoring, wind field characteristics, joint probability density function, mixture estimation, REBMIX algorithm
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2. Analiza in uporabnost črne jeklarske žlindre v bituminiziranih zmeseh
Primož Korbar, 2013, undergraduate thesis

Keywords: gradbeništvo, UNI, diplomska dela, bituminizirana zmes, asfalt plast, črna jeklarska žlindra, zmes zrn, graduation thesis, civil engineering, bituminous mixture, asphalt layer, black steel slag, black steel slag, grain mixture
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3. Single and joint effects of Zn and Cd on Porcellio scaber (Crustacea, Isopoda) exposed to artificially contaminated food
Primož Zidar, Cornelis A. M. van Gestel, Jasna Štrus, 2009, original scientific article

Keywords: mixture toxicity, zinc/ cadmium interactions, bioaccumulation, bioavailability, Isopods, toxic unit
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4. Olfactory discrimination of complex mixtures of amino acids by the black bullhead Ameiurus melas
Tine Valentinčič, Pika Miklavc, Simona Kralj-Fišer, Vera Zgonik, 2011, original scientific article

Keywords: conditioning, fish, mixture, olfaction, perception
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5. Optimizing the estimation of a histogram-bin width—application to the multivariate mixture-model estimation
Branislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article

Keywords: histogram, integer optimization, parameter estimation, mixture model, EM, REBMIX
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6. Improved initialization of the EM algorithm for mixture model parameter estimation
Branislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article

Keywords: mixture model, parameter estimation, EM algorithm, REBMIX algorithm, density estimation, clustering, image segmentation
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7. Finite mixture modeling via REBMIX
Marko Nagode, 2015, original scientific article

Keywords: continuous variables, discrete variables, mixture estimation, R packages
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8. Gaussian mixture model based classification revisited
Branislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article

Keywords: Gaussian mixture models, classification, bearing fault estimation, parameter estimation, performance of classification methods
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9. Modelling of load spectra containing clusters of less probable load cycles
Marko Nagode, Jernej Klemenc, 2021, original scientific article

Keywords: rainflow counting, probability density function, load spectrum, finite mixture distributions, fatigue life
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10. The use of mixture regression in machine learning
Peter Mlakar, 2021, master's thesis

Keywords: mixture models, regression, natural cubic splines, clustering
Full text (file, 17,98 MB)
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