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91. A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy
Tim Smole, Bojan Žunkovič, Matej Pičulin, Enja Kokalj, Marko Robnik Šikonja, Matjaž Kukar, Dimitrios I. Fotiadis, Vasileios C. Pezoulas, Nikolaos S. Tachos, Fausto Barlocco, Francesco Mazzarotto, Dejana Popović, Lars S. Maier, Lazar Velicki, Guy A. MacGowan, Iacopo Olivotto, Nenad Filipović, Djordje G. Jakovljević, Zoran Bosnić, 2021, original scientific article

Keywords: hypertrophic cardiomyopathy, risk stratification, machine learning, artificial intelligence
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92. Machine learning based nominal root stress calculation model for gears with a progressive curved path of contact
Uroš Urbas, Damijan Zorko, Nikola Vukašinović, 2021, original scientific article

Keywords: machine learning, nominal root stress, gears, Finite Element Method, FEM, random forest, AdaBoost
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93. Human Emotion Recognition in Images Using Machine Learning
PREDRAG DJINDJIC, 2022, undergraduate thesis

Keywords: machine learning, computer vision, face recognition
Full text (file, 1,56 MB)

94. Characterization of biocomposites and glass fiber epoxy composites based on acoustic emission signals, deep feature extraction, and machine learning
Tomaž Kek, Primož Potočnik, Martin Misson, Zoran Bergant, Mario Sorgente, Edvard Govekar, Roman Šturm, 2022, original scientific article

Keywords: polymer composites, biocomposites, GFE composites, acoustic emission, deep feature extraction, convolutional autoencoder, machine learning, neural networks
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95. Wireless ranging for contactless cognitive load inference in ubiquitous computing
Veljko Pejović, Tilen Matkovič, Mojca Ciglarič, 2021, original scientific article

Keywords: cognitive load, software-defined radio, machine learning
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96. Quasar
Marko Toplak, Stuart T. Read, Christophe Sandt, Ferenc Borondics, 2021, original scientific article

Keywords: open source, machine learning, visual programming, data exploration, data analysis, spectroscopy
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97. Advanced construction progress management with BEXEL Manager
Iuri Gonçalves Rodrigues, 2022, master's thesis

Keywords: civil engineering, master thesis, BIM, construction management, construction works, progress monitoring, earned value analysis, machine learning
Full text (file, 7,04 MB)

98. Cross-lingual word embeddings for knowledge transfer in less-represented languages
Tadej 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)

99. Evaluation and Comparison of Data Mining and Machine Learning Capabilities Within Relational Database Management Systems
Vanda Antolović, 2022, master's thesis

Keywords: machine learning, data mining, RDBMS, classification, regression, training time
Full text (file, 1,28 MB)

100. Predicting Bitcoin’s volatility
Jan 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)
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