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151. Human-centered deep compositional model for handling occlusions
Gregor 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
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152. Network representational learning for classification of patients with neurological disorders
BISERA NIKOLOSKA, 2023, undergraduate thesis

Keywords: complex networks, brain networks, graph embeddings, machine learning, classification
Full text (file, 1,43 MB)

153. Classification of X-ray images using deep learning
ARDIT NELA, 2023, undergraduate thesis

Keywords: neural networks, deep learning, computer vision, image classification, medical imaging
Full text (file, 3,46 MB)

154. Classification of financial transactions in accounting using graph neural networks
Ermin Omeragić, 2023, master's thesis

Keywords: graph representation learning, machine learning, account classification, bookkeeping automation, heterogeneous networks
Full text (file, 1,12 MB)

155. Face deidentification with generative neural networks
Blaž Meden, 2023, doctoral dissertation

Keywords: face deidentification, generative neural networks, facial synthesis, privacy protection, data utility, image-based biometrics
Full text (file, 7,15 MB)

156. Stock price prediction using probabilistic machine learning models
David Ocepek, 2023, master's thesis

Keywords: stock price forecasting, chance-constrained optimization, risk-estimation, stock trading, neural networks
Full text (file, 6,44 MB)

157. Search for type-II seesaw mechanism processes with same charge leptons in the final states with the ATLAS detector
Blaž 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)

158. Style transfer of Aartworks using neural networks
ENIO 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)

159. Positive unlabeled learning with tensor networks
Bojan Žunkovič, 2023, original scientific article

Keywords: positive unlabeled learning, tensor networks, matrix product states
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160. Static and dynamic fMRI-derived functional connectomes represent largely similar information
Andraž Matkovič, Alan Anticevic, John D. Murray, Grega Repovš, 2023, original scientific article

Keywords: functional connectivity, autoregressive model, dynamic functional connectivity, brain-behavior associations, measurement, brain, functional magnetic resonance imaging fMRI, neurosciences, neural networks
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