61. Training artificial neural networks using substructuring techniquesJure Korbar, Domen Ocepek, Gregor Čepon, Miha Boltežar, 2023, original scientific article Keywords: joint identification, dynamic substructuring, frequency-based substructuring, artificial neural networks, physics-based computational model Full text (file, 1,75 MB) This document has more files! More... |
62. An improved MSCNN and GRU model for rolling bearing fault diagnosisTeng Wang, Youfu Tang, Tao Wang, Na Lei, 2023, original scientific article Keywords: SENet, multiscale convolutional neural networks, gate recurrent unit, rolling bearings, fault diagnosis Full text (file, 3,30 MB) This document has more files! More... |
63. 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) |
64. Development of in silico classification models for binding affinity to the glucocorticoid receptorMark Stanojević, Marjan Vračko, Marija Sollner Dolenc, 2023, original scientific article Keywords: endocrine disruptions, binding to glucocorticoid receptor, in silico classification, counterpropagation artificial neural networks, DRAGON descriptors Full text (file, 2,95 MB) This document has more files! More... |
65. Human-centered deep compositional model for handling occlusionsGregor Koporec, Janez Perš, 2023, original scientific article Keywords: computer vision, deep learning, convolutional neural networks, hierarchical compositional model, occlusion, discriminability, generalizability, interpretability, domain knowledge, instance segmentation, occlusion handling Full text (file, 2,69 MB) This document has more files! More... |
|
|
|
69. Search for type-II seesaw mechanism processes with same charge leptons in the final states with the ATLAS detectorBlaž Leban, 2023, doctoral dissertation Keywords: ATLAS, CERN, LHC Run 2, left-right symmetry, type-II seesaw, Zee-Babu model, machine learning, boosted decision trees, neural networks, same-charge leptons, doubly charged Higgs, lepton flavour violation Full text (file, 9,17 MB) |
70. Style transfer of Aartworks using neural networksENIO KURBEGOVIĆ, 2023, undergraduate thesis Keywords: artificial intelligence, neural networks, neural style transfer, meta networks, image transformation networks, content images, style images Full text (file, 16,90 MB) |