11. A comparison of models for forecasting the residential natural gas demand of an urban areaRok Hribar, Primož Potočnik, Jurij Šilc, Gregor Papa, 2019, original scientific article Keywords: demand forecasting, buildings, energy modeling, forecast accuracy, machine learning Full text (file, 880,51 KB) This document has more files! More... |
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13. Ranking by multitask learningLan Žagar, 2014, doctoral dissertation Keywords: ranking, instance ranking, multipartite ranking, binary decomposition, multitask learning, feature learning, machine learning, data mining, artificial intelligence, computer science, doctoral dissertations, theses Full text (file, 1,68 MB) |
14. Active learning and novel model calibration measurements for automated visual inspection in manufacturingJože Martin Rožanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaž Fortuna, Dunja Mladenić, 2024, original scientific article Keywords: active learning, smart manufacturing, probability calibration, artificial intelligence, machine learning, automated visual inspection Full text (file, 1,47 MB) This document has more files! More... |
15. Computer-vision based polyp detection in underwater imagesKristijan Shirgoski, 2015, undergraduate thesis Keywords: object detection, computer vision, machine learning, ACF, CNN, SVM, regression, non-maximum suppression Full text (file, 10,74 MB) |
16. Learning by fusing heterogeneous dataMarinka Žitnik, 2015, doctoral dissertation Keywords: gene function prediction, gene prioritization, network inference, collective matrix factorization, matrix completion, factor models, data fusion, bioinformatics, statistical relational learning, machine learning Full text (file, 11,84 MB) |
17. General Purpose Optimization Library (GPOL)Illya Bakurov, Marco Buzzelli, Mauro Castelli, Leonardo Vanneschi, Raimondo Schettini, 2021, original scientific article Keywords: optimization, evolutionary computation, swarm intelligence, local search, continuous
optimization, combinatorial optimization, inductive programming, supervised machine learning Full text (file, 659,19 KB) This document has more files! More... |
18. 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) |
19. Statistical comparison of machine learning algorithms with respect to multiple performance measuresLara Dular, 2018, master's thesis 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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