91. Summarization of web commentsKatarina Milačić, 2020, master's thesis Keywords: word embeddings, cross-lingual embeddings, low-resource languages, abstractive summarization, extractive summarization, deep neural networks, language models, transfer learning Full text (file, 1,02 MB) |
92. Preference elicitation with argument-based machine learningJure Grabnar, 2020, master's thesis Keywords: knowledge acquisition, preference elicitation, argument-based machine learning, convolutional neural networks, weakly supervised object localization, transfer learning, online dating Full text (file, 21,57 MB) |
93. Impacts of the COVID-19 pandemic on life of higher education studentsAleksander Aristovnik, Damijana Keržič, Dejan Ravšelj, Nina Tomaževič, Lan Umek, 2020, original scientific article Keywords: COVID-19, university student, socio-demographic factors, satisfaction, perception, online learning, mental health, habits, institutions, continents Full text (file, 4,44 MB) This document has more files! More... |
94. Extent and effectiveness of knowledge management in social work centers in the Republic of SloveniaSimon Colnar, 2020, doctoral dissertation Keywords: Slovenia, social work, institutions, management, knowledge management, changes, efficiency, strategy, learning organization, information technology Full text (outside link) |
95. TECHNOLOGIES FOR FAST RECONFIGURATION OF ADAPTIVE ROBOTIC WORKCELLSTIMOTEJ GAŠPAR, 2020, doctoral dissertation Keywords: reconfigurable manufacturing systems, flexible fixtures, Stewart platform, layout optimization, programming by demonstration, dynamic movement primitives, statistical learning of robot skills Full text (file, 19,22 MB) |
96. Machine-learning-based multi-step heat demand forecasting in a district heating systemPrimož Potočnik, Primož Škerl, Edvard Govekar, 2021, original scientific article Keywords: district heating, heat demand, short-term forecasting, machine learning, Gaussian process regression Full text (file, 1,98 MB) This document has more files! More... |
97. Musculoskeletal images classification for detection of fractures using transfer learningIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article Keywords: transfer learning, computer vision, convolutional neural networks, image classification, musculoskeletal images, deep learning, medical images, neuroscience Full text (file, 550,23 KB) This document has more files! More... |
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99. Learning to combine local and global image information for contactless palmprint recognitionMARJAN STOIMCHEV, 2021, master's thesis/paper Keywords: Palmprint Recognition, Contactless Palmprint Images, Elastic Deformations, Convolutional Neural Networks, Deep Learning, Center Loss, Discriminative Feature Learning Full text (file, 18,55 MB) |
100. Aqu@teach—the first aquaponics curriculum to be developed specifically for university studentsSarah Milliken, Andrej Ovca, Nadine Antenen, Morris Villarroel, Tjaša Griessler Bulc, Benz Kotzen, Ranka Junge-Berberovic, 2021, review article Keywords: open access curriculum, aquaponics, higher education, e-learning, transferable skills, entrepreneurial skills Full text (file, 702,17 KB) This document has more files! More... |