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201. Analysis of cognitive disorders using machine learning methods
JAKOB TADEJ UDOVIČ, 2023, undergraduate thesis

Keywords: Parkinson's disease, cognitive diseases, machine learning, artificial inteligence, time-series, clustering
Full text (file, 1,16 MB)

202. To BAN or not to BAN
Kristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik Šikonja, 2022, original scientific article

Keywords: natural language processing, machine learning, transformer neural networks, Bayesian neural networks, BERT models, prediction uncertainty, reliability estimation, Monte Carlo dropout, Bayesian BERT, sentic computing, model calibration
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203. SUPERFORMER
Marko Zeman, Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnić, 2023, original scientific article

Keywords: deep learning, continual learning, superposition, transformers
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204. Education as a partial remedy for the economic pressure of population ageing
Ema Kelin, Tanja Istenič, Jože Sambt, 2023, original scientific article

Keywords: learning, ageing, sustainable development, labour income, consumption, educational level, population ageing, economic sustainability
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205. Collaborative robot precision task in medical microbiology laboratory
Aljaž Baumkircher, Katja Seme, Marko Munih, Matjaž Mihelj, 2022, original scientific article

Keywords: kinesthetic teaching, learning from demonstration, mass spectrometry, sub-millimetre accuracy, MALDI, colony picking
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206. Reconstructing superquadrics from intensity and color images
Darian Tomašević, Peter Peer, Franc Solina, Aleš Jaklič, Vitomir Štruc, 2022, original scientific article

Keywords: superquadrics, reconstruction, color images, deep learning, convolutional neural networks
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207. Model of Literary Instruction through Narrative Identity
Peter Grandits, 2023, doctoral dissertation

Keywords: narrative engagement, transformative learning, narrative identity, literature education, scien-tific study of literature
Full text (file, 4,27 MB)

208. Machine learning-assisted non-destructive plasticizer identification and quantification in historical PVC objects based on IR spectroscopy
Tjaša Rijavec, David Ribar, Jernej Markelj, Matija Strlič, Irena Kralj Cigić, 2022, original scientific article

Keywords: machine learning, plasticizer, PVC, IR spectroscopy, historical objects, analytical chemistry, computational methods, infrared spectroscopy, polymer chemistry
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209. The development of marketing strategies in a selected micro company
Luka Bruketa, 2022, master's thesis

Keywords: small enterprises, foreign languages, learning, marketing, marketing strategy, market, profit, analysis
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210. Electricity price modelling and the role of new developments in electricity markets
Marko Halužan, 2023, doctoral dissertation

Keywords: EU, energetics, electricity, market, price, models, regulation, economic forecasting, machine learning, renewable energy resources, cases
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