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132. Empirical modeling of liquefied nitrogen cooling impact during machining Inconel 718Matija Hriberšek, Lucijano Berus, Franci Pušavec, Simon Klančnik, 2020, original scientific article Keywords: cryogenic machining, cooling impact, Inconel 718, machine learning, adaptive neuro-fuzzy inference system, particle swarm optimization Full text (file, 2,36 MB) This document has more files! More... |
133. Datasets for cognitive load inference using wearable sensors and psychological traitsMartin Gjoreski, Tine Kolenik, Timotej Knez, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski, Veljko Pejović, 2020, original scientific article Keywords: cognitive load, dataset, Affective Computing, machine learning, physiology, personality traits, sensor data Full text (file, 311,40 KB) This document has more files! More... |
134. On the interpretability of machine learning models and experimental feature selection in case of multicollinear dataFranc Drobnič, Andrej Kos, Matevž Pustišek, 2020, original scientific article Keywords: interpretable machine learning, feature multicollinearity, random forests, feature selection, feature importance, greedy feature selection Full text (file, 1,52 MB) This document has more files! More... |
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136. Motivating students for ear-training with a rhythmic dictation applicationMatevž Pesek, Lovro Suhadolnik, Peter Šavli, Matija Marolt, 2020, original scientific article Keywords: music theory education, ear training, rhythmic dictation, music information retrieval, gamification, e-learning, user evaluation Full text (file, 1,19 MB) This document has more files! More... |
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138. Machine learning-assisted non-destructive plasticizer identification and quantification in historical PVC objects based on IR spectroscopyTjaša Rijavec, David Ribar, Jernej Markelj, Matija Strlič, Irena Kralj Cigić, 2022 Keywords: PVC, chromatography, machine learning, classification, regression, spectroscopy, plasticizers, heritage science, preventive conservation Full text (file, 4,90 MB) This document has more files! More... |
139. Slovenian validation of the childrenʼs perceived use of self-regulated learning inventoryLuka Komidar, Anja Podlesek, Tina Pirc, Sonja Pečjak, Katja Depolli Steiner, Melita Puklek Levpušček, Alenka Gril, Bojana Boh Podgornik, Aleš Hladnik, Alenka Kavčič, Ciril Bohak, Žiga Lesar, Matija Marolt, Matevž Pesek, Cirila Peklaj, 2022, original scientific article Keywords: self-regulated learning, academic achievement, educational psychology, elementary schools, test adaptation, test validity, measurement invariance, Children's perceived use of self-regulated learning inventory CP-SRLI, primary education, test adaptation, validity, measurement invariance Full text (file, 314,70 KB) |
140. An architecture for sim-to-real and real-to-sim experimentation in robotic systemsRok Vrabič, Gašper Škulj, Andreja Malus, Dominik Kozjek, Luka Selak, Drago Bračun, Primož Podržaj, 2021, published scientific conference contribution Keywords: robotics, simulation, machine learning, reinforcement learning, digital twin Full text (file, 1,65 MB) This document has more files! More... |