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7. Estimating the performance of random forest versus multiple regression for predicting prices of the apartmentsMarjan Čeh, Milan Kilibarda, Anka Lisec, Branislav Bajat, 2018, original scientific article Keywords: random forest, OLS, hedonic price model, PCA, Ljubljana Full text (file, 3,17 MB) This document has more files! More... |
8. 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... |
9. 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... |
10. 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... |