31. Condition classification of heating systems valves based on acoustic features and machine learningPrimož Potočnik, Borja Olmos Lopez-Roso, Lučka Vodopivec, Egon Susič, Edvard Govekar, 2020, original scientific article Keywords: valves, district heating, acoustic features, feature selection, classification, machine learning Full text (file, 1,76 MB) This document has more files! More... |
32. Musculoskeletal images classification for detection of fractures using transfer learningIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article Keywords: transfer learning, computer vision, convolutional neural networks, image classification, musculoskeletal images, deep learning, medical images, neuroscience Full text (file, 550,23 KB) This document has more files! More... |
33. Cognitive relevance transform for population re-targetingGregor Koporec, Andrej Košir, Aleš Leonardis, Janez Perš, 2020, original scientific article Keywords: cognitive relevance, deep learning, crowd-sourcing, target user population, categorization, classification Full text (file, 4,62 MB) This document has more files! More... |
34. Climate change governance in forestry and nature conservation in selected forest regions in SerbiaMirjana Stanišić, Marko Lovrić, Jelena Nedeljković, Dragan Nonić, Špela Pezdevšek Malovrh, 2021, original scientific article Keywords: climate change, forestry, stakeholders, classification, area of the collaboration, multilevel governance, Serbia Full text (file, 3,94 MB) This document has more files! More... |
35. Identification of different manifestations of nonlinear stick-slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing mapJurij Prezelj, Jure Murovec, Severin Huemer-Kals, Karl Häsler, Peter Fischer, 2022, original scientific article Keywords: brake NVH, signal processing, acoustic emission, signal features, unsupervised classification, real-time AE envelope Full text (file, 5,82 MB) This document has more files! More... |
36. The influence of feature representation of text on the performance of document classificationSanda Martinčić-Ipšić, Tanja Miličić, Ljupčo Todorovski, 2019, original scientific article Keywords: document segmentation, bag-of-words, word2vec, doc2vec, graph-of-words, complex networks, document classification Full text (file, 412,20 KB) This document has more files! More... |
37. Automatic building footprint extraction from UAV images using neural networksZoran Kokeza, Miroslav Vujasinović, Miro Govedarica, Brankica Milojević, Gordana Jakovljević, 2020, original scientific article Keywords: neural network, deep learning, classification, Structure from Motion, unmanned aerial vehicles, building footprint extraction Full text (file, 2,89 MB) |
38. Classification of cracks in composite structures subjected to low-velocity impact using distribution-based segmentation and wavelet analysis of X-ray tomogramsAngelika Wronkowicz-Katunin, Andrzej Katunin, Marko Nagode, Jernej Klemenc, 2021, original scientific article Keywords: barely visible impact damage, damage classification, real oriented dual-tree wavelet transform, X-ray computed tomography Full text (file, 3,28 MB) This document has more files! More... |
39. Methods of network embeddings and their applicationsIlya Makarov, 2021, doctoral dissertation Keywords: graph embeddings, information fusion, node classification, link prediction, node clustering, community detection, graph visualization, network science Full text (file, 47,57 MB) |
40. 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... |