81. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, undergraduate thesis Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Full text (file, 1,02 MB) |
82. From visual grading and dynamic modulus of European beech (Fagus sylvatica) logs to tensile strength of boardsMitja Plos, Barbara Fortuna, Tamara Šuligoj, Goran Turk, 2022, original scientific article Keywords: visual grading, machine grading, beech, tension strength, longitudinal vibration, dynamic modulus, hardwood, pregrading, moisture equilibrium, modulus of elasticity Full text (file, 4,69 MB) This document has more files! More... |
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84. Depth-image segmentation based on evolving principles for 3D sensing of structured indoor environmentsMiloš Antić, Andrej Zdešar, Igor Škrjanc, 2021, original scientific article Keywords: depth sensor, line extraction, flat surface extraction, evolving clustering, machine vision, smart sensors Full text (file, 9,35 MB) This document has more files! More... |
85. Comparison of in-situ chlorophyll-a time series and Sentinel-3 Ocean and Land Color Instrument data in Slovenian national waters (Gulf of Trieste, Adriatic Sea)El Khalil Cherif, Patricija Mozetič, Janja Francé, Vesna Flander-Putrle, Jana Faganeli Pucer, Martin Vodopivec, 2021, original scientific article Keywords: hydrobiology, coastal waters, Gulf of Trieste, chlorophyll-a, Sentinel-3, OLCI, machine learning Full text (file, 5,76 MB) This document has more files! More... |
86. Analysis of machine learning algorithms for anomaly detection on edge devicesAleks Huč, Jakob Šalej, Mira Trebar, 2021, original scientific article Keywords: machine learning, classification, edge computing, imbalanced dataset, training dataset, anomaly detection, clustering Full text (file, 10,89 MB) This document has more files! More... |
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88. Forecasting the daily maximal and minimal temperatures from radiosonde measurements using neural networksGregor Skok, Doruntina Hoxha, Žiga Zaplotnik, 2021, original scientific article Keywords: machine learning, neural networks, weather forecasting, air temperature, climatology, radiosonde measurements, prediction, maximum temperature, minimum temperature, explainable AI Full text (file, 3,06 MB) This document has more files! More... |
89. Decentralized machine autonomy for manufacturing servitizationMatevž Pustišek, Min Chen, Andrej Kos, Anton Kos, 2022, original scientific article Keywords: machine autonomy, servitization, use case, decentralized application, smart contract Full text (file, 1,84 MB) This document has more files! More... |
90. Modelling of the electrically excited synchronous machine with the rotary transformer design influenceRoman Manko, Mario Vukotić, Danilo Makuc, Danijel Vončina, Damijan Miljavec, Selma Čorović, 2022, original scientific article Keywords: electrically excited synchronous machine, wireless power transfer, rotary transformer Full text (file, 5,67 MB) This document has more files! More... |