41. Generative Design for Constructability improvements with BIM-Lean approachJosé Luis Rodríguez Hernández, 2021, master's thesis Keywords: Constructability, BIM, Lean, Generative Design, Machine Learning, Parametric Design, Rationalization, Non-Technical problems in construction Full text (file, 12,03 MB) |
42. Finite element modelling of cardiac ischemia and data mining application for ischemic detection and localizationSmiljana Đorović, Marko Robnik Šikonja, Miloš D. Radović, Bojana Anđelković Ćirković, Nenad Filipović, 2018, published scientific conference contribution Keywords: finite element modeling, cardiac ischemia, data mining, machine learning Full text (file, 1,35 MB) This document has more files! More... |
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44. Predicting tree species based on the geometry and intensity of aerial laser scanning point cloud of treetopsNina Kranjec, Mihaela Triglav Čekada, Milan Kobal, 2021, original scientific article Keywords: lidar, intensity, the geometry of tree, tree species, machine learning, Lithuania, machine learning Full text (file, 3,65 MB) |
45. Comparison of treebased classification algorithms in mapping burned forest areasDilek Kucuk Matci, Resul Comert, Ugur Avdan, 2020, original scientific article Keywords: tree-based algorithm, machine learning, remote sensing, dupervised vlassification, Landsat Full text (file, 1,92 MB) |
46. 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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48. 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... |
49. 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... |
50. 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... |