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1. Quantitative contact-less estimation of energy expenditure from video and 3D imagery
Gregor Koporec, Goran Vučković, Radoje Milić, Janez Perš, 2018, original scientific article

Keywords: physical activity, energy expenditure, computer vision, optical flow, scene flow, heart rate, support vector machine, RBF kernel, KCF tracker, Microsoft Kinect, time-of-flight sensor, squash
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2. A comparative study of machine learning regression models for production systems condition monitoring
Denis Jankovič, Marko Šimic, Niko Herakovič, 2024, original scientific article

Keywords: hydraulic presses, metal forming, machine learning, linear regression, decision trees, support vector machines, gaussian process regression, artificial neural networks
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3. Detection of broken rotor bars in presence of load oscillations
Klemen Drobnič, Mitja Nemec, Henrik Lavrič, Vanja Ambrožič, Rastko Fišer, 2025, original scientific article

Keywords: broken rotor bars, fault detection, induction machine, motor current signature analysis, support vector machine classification
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