131. Approaches to blockmodeling dynamic networksMarjan Cugmas, Aleš Žiberna, 2023, original scientific article Keywords: dynamic networks, stochastic blockmodeling, k-means blockmodeling, simulations, local mechanisms, evaluation Full text (file, 4,78 MB) This document has more files! More... |
132. Cross-lingual word embeddings for knowledge transfer in less-represented languagesTadej Škvorc, 2022, doctoral dissertation Keywords: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings Full text (file, 1,21 MB) |
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134. Predicting Bitcoin’s volatilityJan Pristovnik, 2022, master's thesis/paper Keywords: volatility, forecasting, time series, cryptocurrency, time-series analysis, machine learning, recurrent neural networks, LSTM Full text (file, 10,26 MB) |
135. 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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137. Quantifying complex influences of chemical composition and soaking conditions for increasing the hot workability of M2 high-speed steel by using the alternative approachIztok Peruš, Heinz Palkowski, Goran Kugler, Milan Terčelj, 2020, original scientific article Keywords: M2 HSS, hot workability, hot compression, hot torsion, chemical compositions, Latin Hypercube Sampling, neural networks Full text (file, 3,05 MB) This document has more files! More... |
138. 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... |
139. Sporadic Creutzfeldt–Jakob disease is associated with reorganization of metabolic connectivity in a pathological brain networkTomaž Rus, Jernej Mlakar, Luka Ležaič, An Vo, Nha Nguyen, Chris Chengke Tang, Michele Fiorini, Elena Prieto, Gloria Martí Andrés, Javier Arbizu, David Eidelberg, Maja Trošt, 2023, original scientific article Keywords: brain networks, Creutzfeldt–Jakob disease, Creutzfeldt–Jakob disease-related pattern, FDG-PET, graph theory Full text (file, 16,12 MB) This document has more files! More... |
140. Reconstructing superquadrics from intensity and color imagesDarian Tomašević, Peter Peer, Franc Solina, Aleš Jaklič, Vitomir Štruc, 2022, original scientific article Keywords: superquadrics, reconstruction, color images, deep learning, convolutional neural networks Full text (file, 17,96 MB) This document has more files! More... |