61. 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... |
62. 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... |
63. 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... |
64. 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) |
|
66. Comparison of in-situ chlorophyll-a time series and Sentinel-3 Ocean and Land Color Instrument data in Slovenian national waters (Gulf of Trieste, Adriatic Sea)El Khalil Cherif, Patricija Mozetič, Janja Francé, Vesna Flander-Putrle, Jana Faganeli Pucer, Martin Vodopivec, 2021, original scientific article Keywords: hydrobiology, coastal waters, Gulf of Trieste, chlorophyll-a, Sentinel-3, OLCI, machine learning Full text (file, 5,76 MB) This document has more files! More... |
67. Analysis of machine learning algorithms for anomaly detection on edge devicesAleks Huč, Jakob Šalej, Mira Trebar, 2021, original scientific article Keywords: machine learning, classification, edge computing, imbalanced dataset, training dataset, anomaly detection, clustering Full text (file, 10,89 MB) This document has more files! More... |
|
69. Forecasting the daily maximal and minimal temperatures from radiosonde measurements using neural networksGregor Skok, Doruntina Hoxha, Žiga Zaplotnik, 2021, original scientific article Keywords: machine learning, neural networks, weather forecasting, air temperature, climatology, radiosonde measurements, prediction, maximum temperature, minimum temperature, explainable AI Full text (file, 3,06 MB) This document has more files! More... |
70. Exact maximum clique algorithm for different graph types using machine learningKristjan Reba, Matej Guid, Kati Rozman, Dušanka Janežič, Janez Konc, 2022, original scientific article Keywords: maximum clique, protein graphs, machine learning, ProBiS Full text (file, 2,23 MB) This document has more files! More... |