51. Finite element simplifications and simulation reliability in single point incremental formingTomaž Pepelnjak, Luka Sevšek, Ognjan Lužanin, Mladomir Milutinović, 2022, izvirni znanstveni članek Ključne besede: single point incremental forming, numerical simulation, mass scaling, time scaling, pillow effect, artificial neural networks Celotno besedilo (datoteka, 4,87 MB) Gradivo ima več datotek! Več... |
52. 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, izvirni znanstveni članek Ključne besede: drug–excipient interaction, polymers, non-degradable polymers, matrix tablet, controlled release, design of experiments, artificial neural networks Celotno besedilo (datoteka, 3,15 MB) Gradivo ima več datotek! Več... |
53. Contour maps for simultaneous increase in yield strength and elongation of hot extruded aluminum alloy 6082Iztok Peruš, Goran Kugler, Simon Malej, Milan Terčelj, 2022, izvirni znanstveni članek Ključne besede: AA6082, hot extrusion, mechanical properties, yield strength, elongation, artificial neural networks, analysis Celotno besedilo (datoteka, 4,39 MB) Gradivo ima več datotek! Več... |
54. Detecting surface anomalies with deep learningDomen Rački, 2022, doktorska disertacija Ključne besede: Surface defect detection, visual inspection, quality control, solid oral dosage forms, pharmaceutical industry, deep learning, segmentation, convolutional neural networks, visual anomaly detection Celotno besedilo (datoteka, 11,17 MB) |
55. Characterization of biocomposites and glass fiber epoxy composites based on acoustic emission signals, deep feature extraction, and machine learningTomaž Kek, Primož Potočnik, Martin Misson, Zoran Bergant, Mario Sorgente, Edvard Govekar, Roman Šturm, 2022, izvirni znanstveni članek Ključne besede: polymer composites, biocomposites, GFE composites, acoustic emission, deep feature extraction, convolutional autoencoder, machine learning, neural networks Celotno besedilo (datoteka, 1,45 MB) Gradivo ima več datotek! Več... |
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57. Cross-lingual word embeddings for knowledge transfer in less-represented languagesTadej Škvorc, 2022, doktorska disertacija Ključne besede: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings Celotno besedilo (datoteka, 1,21 MB) |
58. Predicting Bitcoin’s volatilityJan Pristovnik, 2022, magistrsko delo Ključne besede: volatility, forecasting, time series, cryptocurrency, time-series analysis, machine learning, recurrent neural networks, LSTM Celotno besedilo (datoteka, 10,26 MB) |
59. Deep learning in neuroimaging data analysisLev Kiar Avberšek, Grega Repovš, 2022, izvirni znanstveni članek Ključne besede: artificial intelligence, machine learning, deep learning, neuroimaging, neuroscience, data analysis, computational models, cognitive processes, learning, neural networks Celotno besedilo (datoteka, 2,23 MB) Gradivo ima več datotek! Več... |
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