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62. Does machine learning offer added value vis-à-vis traditional statistics?Montserrat González Garibay, Andrej Srakar, Tjaša Bartolj, Jože Sambt, 2022, izvirni znanstveni članek Ključne besede: statistics, machine learning, random forests, survival analysis, retirement, time-dependent covariates Celotno besedilo (datoteka, 2,29 MB) Gradivo ima več datotek! Več... |
63. A one-dimensional non-intrusive and privacy-preserving identification system for householdsTomaž Kompara, Janez Perš, David Susič, Matjaž Gams, 2021, izvirni znanstveni članek Ključne besede: one-dimensional depth sensor, biometrics, identification, machine learning Celotno besedilo (datoteka, 1,72 MB) Gradivo ima več datotek! Več... |
64. 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, izvirni znanstveni članek Ključne besede: 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 Celotno besedilo (datoteka, 6,56 MB) Gradivo ima več datotek! Več... |
65. Machine learning strategy for soil nutrients prediction using spectroscopic methodJanez Trontelj, Olga Chambers, 2021, izvirni znanstveni članek Ključne besede: machine learning, nutrients prediction, soil spectra, soil analysis, soil category, precision farming Celotno besedilo (datoteka, 1,01 MB) Gradivo ima več datotek! Več... |
66. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, diplomsko delo Ključne besede: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Celotno besedilo (datoteka, 1,02 MB) |
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68. 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, izvirni znanstveni članek Ključne besede: hydrobiology, coastal waters, Gulf of Trieste, chlorophyll-a, Sentinel-3, OLCI, machine learning Celotno besedilo (datoteka, 5,76 MB) Gradivo ima več datotek! Več... |
69. Analysis of machine learning algorithms for anomaly detection on edge devicesAleks Huč, Jakob Šalej, Mira Trebar, 2021, izvirni znanstveni članek Ključne besede: machine learning, classification, edge computing, imbalanced dataset, training dataset, anomaly detection, clustering Celotno besedilo (datoteka, 10,89 MB) Gradivo ima več datotek! Več... |
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