61. Miniature mobile robot detection using an ultra-low resolution time-of-flight sensorJan Pleterski, Gašper Škulj, Corentin Esnault, Jernej Puc, Rok Vrabič, Primož Podržaj, 2023, original scientific article Keywords: miniature robots, microcontrollers, time-of-flight, convolutional neural network, binary classification, ultra-low resolution, low power, TinyML Full text (file, 1,91 MB) This document has more files! More... |
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64. Improved automatic classification of litho-geomorphological units by using raster image blending, Vipava Valley (SW Slovenia)Galena Debevec Jordanova, Timotej Verbovšek, 2023, original scientific article Keywords: slope deposits, geomorphometry, automatic classification, Maximum Likelihood Classification, multivariate statistics, PCA Full text (file, 48,60 MB) This document has more files! More... |
65. Analysis of unsupervised learning approach for classification of vehicle fuel type using psychoacoustic featuresMarko Milivojčević, Dejan Ćirić, Jurij Prezelj, Jure Murovec, 2024, original scientific article Keywords: acoustic based acquisition system, acoustic analysis, internal combustion engines, self-organizing maps, psychoacoustic features, unsupervised classification Full text (file, 10,10 MB) This document has more files! More... |
66. CLUSPLUSMatej Petković, Jurica Levatić, Dragi Kocev, Martin Breskvar, Sašo Džeroski, 2023, original scientific article Keywords: machine learning, multi-target regression, multi-label classification, decision trees, feature importance, semi-supervised learning, random forests Full text (file, 563,19 KB) This document has more files! More... |
67. Precise PMU-based localization and classification of short-circuit faults in power distribution systemsDenis Sodin, Miha Smolnikar, Urban Rudež, Andrej Čampa, 2023, original scientific article Keywords: fault classification, fault localization, phasor measurement unit, PMU, location awareness, circuit faults, impedance, fault location, monitoring, power system reliability Full text (file, 3,53 MB) This document has more files! More... |
68. Combining physical and virtual worlds for motor-cognitive training interventionsLuka Šlosar, Claudia Voelcker-Rehage, Armin Paravlić, Ensar Abazović, Eling D. de Bruin, Uroš Marušič, 2022, review article Keywords: extended reality, virtual reality, augmented reality, mixed reality, exergaming, taxonomy, classification Full text (file, 505,31 KB) This document has more files! More... |
69. Search for Higgs boson pair production with the ATLAS detector at the LHCJakob Novak, 2024, doctoral dissertation Keywords: ATLAS, machine learning, Higgs pair production, single-lepton, CERN, neural networks, Higgs self-interaction, two b-jets, LHC Run 2, classification problem, BSM scalar resonance, missing transverse momentum Full text (file, 21,47 MB) |
70. Adaptive data-driven subsampling for efficient neural network inferenceAlina Luminita Machidon, Veljko Pejović, 2024, original scientific article Keywords: nonuniform sampling, compressive sensing, deep learning, EEG classification, speech recognition, image classification Full text (file, 741,96 KB) This document has more files! More... |