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72. 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
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73. 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
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74. 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
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75. 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
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76. 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
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77. 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
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78. 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
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79. 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
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