1. 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... |
2. Efficient calibration of a conceptual hydrological model based on the enhanced Gauss–Levenberg–Marquardt procedureAndrej Vidmar, Mitja Brilly, Klaudija Lebar, Andrej Kryžanowski, 2020, original scientific article Keywords: calibration model efficiency, Parameter Estimation Tool (PEST), HBV-light, Gauss–Levenberg–Marquardt procedure, SVD, Tikhonov regularization, parallel computing Full text (file, 2,34 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. Gaussian mixture model based classification revisitedBranislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article Keywords: Gaussian mixture models, classification, bearing fault estimation, parameter estimation, performance of classification methods Full text (file, 1,01 MB) This document has more files! More... |
5. Gumbel mixture modelling for multiple failure dataMarko Nagode, Simon Oman, Jernej Klemenc, Branislav Panić, 2023, original scientific article Keywords: Gumbel mixture model, parameter estimation, system safety, failure modelling Full text (file, 1,35 MB) This document has more files! More... |
6. On methods for merging mixture model components suitable for unsupervised image segmentation tasksBranislav Panić, Marko Nagode, Jernej Klemenc, Simon Oman, 2022, original scientific article Keywords: mixture models, parameter estimation, clustering, unsupervised image segmentation Full text (file, 3,79 MB) This document has more files! More... |
7. Evaluation of estimation methods for fitting the three-parameter Weibull distribution to European beech forestsŽiva Bončina, Vasilije Trifković, Christian Rosset, Matija Klopčič, 2022, original scientific article Keywords: diameter distribution fitting, Weibull function, parameter estimation, inventory data, circular sample plots, near-natural forests, Fagus Sylvatica, Slovenia Full text (file, 662,07 KB) This document has more files! More... |