11. Markov and hidden Markov models in microinsuranceGregor Fabjan, 2017, master's thesis Keywords: multistate models, Markov models, hidden Markov models, dishonest transition function, life insurance, Chapman-Kolmogorov equation, Baum-Welch algorithm, microinsurance, Allianz, Egypt Post, Smith-Wilson algorithm, Matlab, insurance, machine learning, case study Full text (file, 2,78 MB) |
12. Statistical comparison of machine learning algorithms with respect to multiple performance measuresLara Dular, 2018, master's thesis/paper Keywords: comparison of machine learning algorithms, pairwise comparison, comparative studies, multiple performance measures, Wilcoxon signed-rank test, Friedman test, Pareto front Full text (file, 1,07 MB) |
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19. Risk stratification of patients for development of cardiac diseases using knowledge transferAleš Papič, 2019, master's thesis/paper Keywords: risk stratification, cardiovascular diseases, machine learning, knowledge transfer, semi-supervised learning, active learning, fuzzy learning, supervised clustering, partially labeled examples Full text (file, 876,83 KB) |
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