61. Improving the chemical selectivity of an electronic nose to TNT, DNT and RDX using machine learningAnton Gradišek, Marion van Midden, Matija Koterle, Vid Prezelj, Drago Strle, Bogdan Štefane, Helena Brodnik Žugelj, Mario Trifković, Ivan Kvasić, Erik Zupanič, Igor Muševič, 2019, original scientific article Keywords: artificial nose, e-nose, electronic nose, detection of explosives, chemical selectivity of e-nose, arrays of sensors, machine learning and sensor arrays Full text (file, 2,30 MB) This document has more files! More... |
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63. 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... |
64. Performance study of EDM process parameters using TiC/ZrSiO [sub] 4 particulate-reinforced copper composite electrodeDuraisivam Saminatharaja, Periyakgounder Suresh, Mahalingam Selvaraj, Jamuna Elangandhi, 2021, original scientific article Keywords: powder metallurgy, composite tool, copper, electrical discharge machine, technique for order of preference by similarity to ideal solution, grey relational analysis Full text (file, 2,87 MB) This document has more files! More... |
65. 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... |
66. 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... |
67. Modal analysis and rotor-dynamics of an interior permanent magnet synchronous motorSelma Čorović, Damijan Miljavec, 2020, original scientific article Keywords: electrical machines, IPM motor, machine design, mechanical vibrations, gyroscopic effect, critical speed, numerical modeling, finite element method Full text (file, 6,09 MB) This document has more files! More... |
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69. 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... |
70. 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... |