101. Deep learning in neuroimaging data analysisLev Kiar Avberšek, Grega Repovš, 2022, original scientific article Keywords: artificial intelligence, machine learning, deep learning, neuroimaging, neuroscience, data analysis, computational models, cognitive processes, learning, neural networks Full text (file, 2,23 MB) This document has more files! More... |
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103. To BAN or not to BANKristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik Šikonja, 2022, original scientific article Keywords: natural language processing, machine learning, transformer neural networks, Bayesian neural networks, BERT models, prediction uncertainty, reliability estimation, Monte Carlo dropout, Bayesian BERT, sentic computing, model calibration Full text (file, 3,06 MB) This document has more files! More... |
104. Thermal investigations on a CNC lathe fitted with a dynamically enhanced steel-reinforced epoxy granite bedMula Venkata Ramana, Thyla Pudukarai Ramaswamy, Elango Subramanian, Shanmugam Chinnuraj, 2023, original scientific article Keywords: precision machine tools, thermal error, steel reinforcement, epoxy granite Full text (file, 4,08 MB) This document has more files! More... |
105. Machine learning-assisted non-destructive plasticizer identification and quantification in historical PVC objects based on IR spectroscopyTjaša Rijavec, David Ribar, Jernej Markelj, Matija Strlič, Irena Kralj Cigić, 2022, original scientific article Keywords: machine learning, plasticizer, PVC, IR spectroscopy, historical objects, analytical chemistry, computational methods, infrared spectroscopy, polymer chemistry Full text (file, 2,36 MB) This document has more files! More... |
106. Electricity price modelling and the role of new developments in electricity marketsMarko Halužan, 2023, doctoral dissertation Keywords: EU, energetics, electricity, market, price, models, regulation, economic forecasting, machine learning, renewable energy resources, cases Full text (outside link) |
107. A comparison of click-through rate prediction models in real-time-biddingAnže Alič, 2023, master's thesis Keywords: artificial intelligence, machine learning, click-through rate prediction, real-time bidding, incremental learning, big data, demand-side platform Full text (file, 1,51 MB) |
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109. Brain Tumor Segmentation on MRI BraTS Data using convolutional neural networks: experimental study and comparisonIrena Dragičević, 2023, master's thesis Keywords: master's theses, radiologic technology, convolutional neural networks, U-Net, BraTS, glioma segmentation, multimodal segmentation, medical image segmentation, machine learning Full text (file, 4,11 MB) |
110. A systematic literature review on under-frequency load shedding protection using clustering methodsTadej Škrjanc, Rafael Mihalič, Urban Rudež, 2023, review article Keywords: literature review, under-frequency load shedding, t-distributed stochastic neighbour embedding, principal component analysis, machine learning, clustering, power system protection, power system stability, blackouts, power system resilience Full text (file, 20,47 MB) This document has more files! More... |