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132. 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... |
133. 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... |
134. Difference in the attitude of students and employees of the University of Ljubljana towards work from home and online educationVarineja Drašler, Jasna Bertoncelj, Mojca Korošec, Tanja Pajk Žontar, Nataša Poklar Ulrih, Blaž Cigić, 2021, izvirni znanstveni članek Ključne besede: students, educators, university, work from home, online education, distance learning, commute time, pandemic, COVID-19, Slovenia Celotno besedilo (datoteka, 2,36 MB) Gradivo ima več datotek! Več... |
135. 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) |
136. Application of temporal convolutional neural network for the classification of crops on Sentinel-2 time seriesMatej Račič, Krištof Oštir, Devis Peressutti, Anže Zupanc, Luka Čehovin Zajc, 2020, objavljeni znanstveni prispevek na konferenci Ključne besede: deep learning, multi-temporal classification, sequence data, crop classification, Sentinel-2 Celotno besedilo (povezava drugam) |
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138. 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... |
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140. 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... |