11. A comparison of models for forecasting the residential natural gas demand of an urban areaRok Hribar, Primož Potočnik, Jurij Šilc, Gregor Papa, 2019, izvirni znanstveni članek Ključne besede: demand forecasting, buildings, energy modeling, forecast accuracy, machine learning Celotno besedilo (datoteka, 880,51 KB) Gradivo ima več datotek! Več... |
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13. Ranking by multitask learningLan Žagar, 2014, doktorska disertacija Ključne besede: ranking, instance ranking, multipartite ranking, binary decomposition, multitask learning, feature learning, machine learning, data mining, artificial intelligence, computer science, doctoral dissertations, theses Celotno besedilo (datoteka, 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, izvirni znanstveni članek Ključne besede: active learning, smart manufacturing, probability calibration, artificial intelligence, machine learning, automated visual inspection Celotno besedilo (datoteka, 1,47 MB) Gradivo ima več datotek! Več... |
15. Computer-vision based polyp detection in underwater imagesKristijan Shirgoski, 2015, diplomsko delo Ključne besede: object detection, computer vision, machine learning, ACF, CNN, SVM, regression, non-maximum suppression Celotno besedilo (datoteka, 10,74 MB) |
16. Learning by fusing heterogeneous dataMarinka Žitnik, 2015, doktorska disertacija Ključne besede: gene function prediction, gene prioritization, network inference, collective matrix factorization, matrix completion, factor models, data fusion, bioinformatics, statistical relational learning, machine learning Celotno besedilo (datoteka, 11,84 MB) |
17. General Purpose Optimization Library (GPOL)Illya Bakurov, Marco Buzzelli, Mauro Castelli, Leonardo Vanneschi, Raimondo Schettini, 2021, izvirni znanstveni članek Ključne besede: optimization, evolutionary computation, swarm intelligence, local search, continuous
optimization, combinatorial optimization, inductive programming, supervised machine learning Celotno besedilo (datoteka, 659,19 KB) Gradivo ima več datotek! Več... |
18. Markov and hidden Markov models in microinsuranceGregor Fabjan, 2017, magistrsko delo Ključne besede: 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 Celotno besedilo (datoteka, 2,78 MB) |
19. Statistical comparison of machine learning algorithms with respect to multiple performance measuresLara Dular, 2018, magistrsko delo Ključne besede: comparison of machine learning algorithms, pairwise comparison, comparative studies, multiple performance measures, Wilcoxon signed-rank test, Friedman test, Pareto front Celotno besedilo (datoteka, 1,07 MB) |
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