11. 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) |
12. Finite element simplifications and simulation reliability in single point incremental formingTomaž Pepelnjak, Luka Sevšek, Ognjan Lužanin, Mladomir Milutinović, 2022, original scientific article Keywords: single point incremental forming, numerical simulation, mass scaling, time scaling, pillow effect, artificial neural networks Full text (file, 4,87 MB) This document has more files! More... |
13. Predicting drug release rate of implantable matrices and better understanding of the underlying mechanisms through experimental design and artificial neural network-based modellingErnő Benkő, Ilija German Ilić, Katalin Kristó, Géza Regdon, Ildikó Csóka, Klára Pintye-Hódi, Stanko Srčič, Tamás Sovány, 2022, original scientific article Keywords: drug–excipient interaction, polymers, non-degradable polymers, matrix tablet, controlled release, design of experiments, artificial neural networks Full text (file, 3,15 MB) This document has more files! More... |
14. Contour maps for simultaneous increase in yield strength and elongation of hot extruded aluminum alloy 6082Iztok Peruš, Goran Kugler, Simon Malej, Milan Terčelj, 2022, original scientific article Keywords: AA6082, hot extrusion, mechanical properties, yield strength, elongation, artificial neural networks, analysis Full text (file, 4,39 MB) This document has more files! More... |
15. Enhanced photo-degradation of N-methyl-2-pyrrolidone (NMP)Praveen Kumar, Shilpi Verma, Ramanpreet Kaur, Josipa Papac, Hrvoje Kušić, Urška Lavrenčič Štangar, 2022, original scientific article Keywords: N-methyl-2-pyrrolidone, kinetics, artificial neural network modelling, radical quenching, artificial neural network, UV, PMS Full text (file, 2,66 MB) This document has more files! More... |
16. Optimization in the resistant spot-welding process of AZ61 magnesium alloyDavood Afshari, Ali Ghaffari, Zuheir Barsum, 2022, original scientific article Keywords: resistance spot welding, residual stresses, artificial neural network, genetic algorithm, AZ61 magnesium alloy Full text (file, 884,09 KB) This document has more files! More... |
17. 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... |
18. The Application of neural networks to modular arrangements of predetermined time standardsEmmanuel Basitere, Ilesanmi Daniyan, Khumbulani Mpofu, Adefemi Adeodu, 2023, original scientific article Keywords: artificial neural network, modular arrangement, predetermined time standards, TensorFlow algorithm Full text (file, 1,03 MB) This document has more files! More... |
19. 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... |
20. 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... |