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52. Machine learning-assisted non-destructive plasticizer identification and quantification in historical PVC objects based on IR spectroscopyTjaša Rijavec, David Ribar, Jernej Markelj, Matija Strlič, Irena Kralj Cigić, 2022 Keywords: PVC, chromatography, machine learning, classification, regression, spectroscopy, plasticizers, heritage science, preventive conservation Full text (file, 4,90 MB) This document has more files! More... |
53. An architecture for sim-to-real and real-to-sim experimentation in robotic systemsRok Vrabič, Gašper Škulj, Andreja Malus, Dominik Kozjek, Luka Selak, Drago Bračun, Primož Podržaj, 2021, published scientific conference contribution Keywords: robotics, simulation, machine learning, reinforcement learning, digital twin Full text (file, 1,65 MB) This document has more files! More... |
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55. 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... |
56. 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... |
57. 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... |
58. 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... |
59. 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) |
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