81. Comparative study of first order optimizers for image classification using convolutional neural networks on histopathology imagesIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article Keywords: image classification, convolutional neural networks, deep learning, medical images, transfer learning, optimizers, neuroscience Full text (file, 573,18 KB) This document has more files! More... |
82. Recovery of superquadric parameters from depth images using deep learningTim Oblak, 2020, master's thesis Keywords: superquadrics, parametric models, reconstruction, 3D, deep learning, convolutional neural networks, CNN, parameter recovery Full text (file, 8,69 MB) |
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86. Condition classification of heating systems valves based on acoustic features and machine learningPrimož Potočnik, Borja Olmos Lopez-Roso, Lučka Vodopivec, Egon Susič, Edvard Govekar, 2020, original scientific article Keywords: valves, district heating, acoustic features, feature selection, classification, machine learning Full text (file, 1,76 MB) This document has more files! More... |
87. 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) |
88. 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) |
89. 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... |
90. 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) |