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141. Chinese idioms
Mateja Petrovčič, 2022, original scientific article

Keywords: Chinese idioms, foreign language education, teaching and learning strategies, text corpora, language transfer
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142. Investigation of laser surface remelting supported by acoustic emission analysis and machine learning
Dunja Ravnikar, Bor Mojškerc, Roman Šturm, 2022, original scientific article

Keywords: laser surface remelting, microstructure, acoustic emission, machine learning
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143. 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
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144. A one-dimensional non-intrusive and privacy-preserving identification system for households
Tomaž Kompara, Janez Perš, David Susič, Matjaž Gams, 2021, original scientific article

Keywords: one-dimensional depth sensor, biometrics, identification, machine learning
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145. Benefits of Autonomy in a Synesthetic Learner: Awareness and Understanding of Learning Styles Conditioned by Grapheme-Colour Synaesthesia
Leja Dvoršek, 2022, master's thesis/paper

Keywords: grapheme-colour synaesthesia, associative learning, mnemonic device, English as L2
Full text (file, 2,65 MB)

146. Prioritisation of compounds for 3CL$^{pro}$ inhibitor development on SARS-CoV-2 variants
Marko 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
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147. Machine learning strategy for soil nutrients prediction using spectroscopic method
Janez Trontelj, Olga Chambers, 2021, original scientific article

Keywords: machine learning, nutrients prediction, soil spectra, soil analysis, soil category, precision farming
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148. Difference in the attitude of students and employees of the University of Ljubljana towards work from home and online education
Varineja Drašler, Jasna Bertoncelj, Mojca Korošec, Tanja Pajk Žontar, Nataša Poklar Ulrih, Blaž Cigić, 2021, original scientific article

Keywords: students, educators, university, work from home, online education, distance learning, commute time, pandemic, COVID-19, Slovenia
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149. Improved Mammography Classification using Data Augmentation and Transfer Learning
ANA PETERKA, 2022, undergraduate thesis

Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection.
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150. Application of temporal convolutional neural network for the classification of crops on Sentinel-2 time series
Matej Račič, Krištof Oštir, Devis Peressutti, Anže Zupanc, Luka Čehovin Zajc, 2020, published scientific conference contribution

Keywords: deep learning, multi-temporal classification, sequence data, crop classification, Sentinel-2
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