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191. Physics competition to inspire learning and improve soft skills
Daniel Dziob, Urszula Górska, Tomasz Kołodziej, Mojca Čepič, 2022, original scientific article

Keywords: education, physics, physics competition, informal learning, soft skills, scientific practice, physics education
Full text (file, 1,11 MB) This document has more files! More...

192. Using machine learning to train a shepherd dog
Tim Štromajer, 2022, undergraduate thesis

Keywords: collective behaviour, shepherding, agent models, artificial intelligence, reinforcement learning, simulation
Full text (file, 1,92 MB)

193. Cross-lingual word embeddings for knowledge transfer in less-represented languages
Tadej Škvorc, 2022, doctoral dissertation

Keywords: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings
Full text (file, 1,21 MB)

194. Electrochromic device demonstrator from household materials
Martin Rozman, Mojca Alif, Urban Bren, Miha Lukšič, 2022, original scientific article

Keywords: general public, high school chemistry, introductory chemistry, demonstrations, interdisciplinarity, hands-on learning, manipulatives, electrochromism, electrochromic device, electrochemistry, pH, dyes, pigments, batteries, color, electrodes, materials, students
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195. Cross-lingual transfer of resources and models for question answering
Lodi Dodevska, 2022, master's thesis

Keywords: question answering, cross-lingual transfer, information retrieval, deep learning, Macedonian language, transformer models
Full text (file, 959,65 KB)

196. Anonymization of Slovenian texts
Viktor Petreski, 2022, master's thesis

Keywords: text anonymization, Slovenian, de-identification, deep learning, transformer models
Full text (file, 719,07 KB)

197. Impact of virtual learning on perceived mental health of college students during covid-19 pandemic
Parameshwar Nayak, 2022, original scientific article

Keywords: virtual learning, mental health, pandemic, behavioral intention, covid crisis, usefulness perception
Full text (file, 947,65 KB)

198. The impact of remote teaching on student learning and engagement at the University of Ljubljana
Joan Sabbadin, 2022, master's thesis

Keywords: university education, learning, distance learning, efficiency, knowledge, case study, research, analysis
Full text (outside link)

199. Evaluation and Comparison of Data Mining and Machine Learning Capabilities Within Relational Database Management Systems
Vanda Antolović, 2022, master's thesis

Keywords: machine learning, data mining, RDBMS, classification, regression, training time
Full text (file, 1,28 MB)

200. Predicting Bitcoin’s volatility
Jan Pristovnik, 2022, master's thesis

Keywords: volatility, forecasting, time series, cryptocurrency, time-series analysis, machine learning, recurrent neural networks, LSTM
Full text (file, 10,26 MB)
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