1. Extension of REBMIX algorithm to von Mises parametric family for modeling joint distribution of wind speed and directionX. 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 Full text (file, 2,59 MB) This document has more files! More... |
2. Optimizing the estimation of a histogram-bin width—application to the multivariate mixture-model estimationBranislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article Keywords: histogram, integer optimization, parameter estimation, mixture model, EM, REBMIX Full text (file, 14,59 MB) This document has more files! More... |
3. Improved initialization of the EM algorithm for mixture model parameter estimationBranislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article Keywords: mixture model, parameter estimation, EM algorithm, REBMIX algorithm, density estimation, clustering, image segmentation Full text (file, 9,24 MB) This document has more files! More... |
4. Uporaba mešanih porazdelitev za popis pretržnih sil obrabljene dinamične plezalne vrviUrh Kovče, 2021, undergraduate thesis Keywords: plezalna vrv, pretržna sila, doba trajanja, stopnja obrabljenosti, nosilnost, mešane porazdelitve, REBMIX algoritem Full text (file, 2,81 MB) This document has more files! More... |
5. Izboljšave Gaussovih mešanih modelov za klasifikacijo na področju obratovalne trdnostiBranislav Panić, 2021, doctoral dissertation Keywords: Gaussov mešan model, REBMIX algoritem, EM algoritem, histogram, klasifikacija, zaznavanje napak, segmentacija slik Full text (file, 48,14 MB) |
6. Fault detection and classification with the rebmix R packageMarko Nagode, Branislav Panić, Jernej Klemenc, Simon Oman, 2023, original scientific article Keywords: fault classification, fault detection, mixture models, REBMIX algorithm, EM algorithm Full text (file, 1,91 MB) This document has more files! More... |