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72. Does machine learning offer added value vis-à-vis traditional statistics?Montserrat González Garibay, Andrej Srakar, Tjaša Bartolj, Jože Sambt, 2022, original scientific article Keywords: statistics, machine learning, random forests, survival analysis, retirement, time-dependent covariates Full text (file, 2,29 MB) This document has more files! More... |
73. A one-dimensional non-intrusive and privacy-preserving identification system for householdsTomaž Kompara, Janez Perš, David Susič, Matjaž Gams, 2021, original scientific article Keywords: one-dimensional depth sensor, biometrics, identification, machine learning Full text (file, 1,72 MB) This document has more files! More... |
74. Prioritisation of compounds for 3CL$^{pro}$ inhibitor development on SARS-CoV-2 variantsMarko Jukič, Blaž Škrlj, Gašper Tomšič, Sebastian Pleško, Črtomir Podlipnik, Urban Bren, 2021, original scientific article Keywords: COVID-19, SARS-CoV-2, free-energy calculations, in silico drug design, virtual screening, inhibitors, 3C-like protease, M$^{pro}$, 3CL$^{pro}$, high-throughput, chemical library design, machine learning, compound prioritisation Full text (file, 6,56 MB) This document has more files! More... |
75. Liquid level detection in standard capacity measures with machine visionGregor Bobovnik, Tim Mušič, Jože Kutin, 2021, original scientific article Keywords: liquid level, standard capacity measure, legal metrology, machine vision, parallax Full text (file, 19,74 MB) This document has more files! More... |
76. Machine learning strategy for soil nutrients prediction using spectroscopic methodJanez Trontelj, Olga Chambers, 2021, original scientific article Keywords: machine learning, nutrients prediction, soil spectra, soil analysis, soil category, precision farming Full text (file, 1,01 MB) This document has more files! More... |
77. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, undergraduate thesis Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Full text (file, 1,02 MB) |
78. From visual grading and dynamic modulus of European beech (Fagus sylvatica) logs to tensile strength of boardsMitja Plos, Barbara Fortuna, Tamara Šuligoj, Goran Turk, 2022, original scientific article Keywords: visual grading, machine grading, beech, tension strength, longitudinal vibration, dynamic modulus, hardwood, pregrading, moisture equilibrium, modulus of elasticity Full text (file, 4,69 MB) This document has more files! More... |
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80. Depth-image segmentation based on evolving principles for 3D sensing of structured indoor environmentsMiloš Antić, Andrej Zdešar, Igor Škrjanc, 2021, original scientific article Keywords: depth sensor, line extraction, flat surface extraction, evolving clustering, machine vision, smart sensors Full text (file, 9,35 MB) This document has more files! More... |