31. Musculoskeletal images classification for detection of fractures using transfer learningIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, izvirni znanstveni članek Ključne besede: transfer learning, computer vision, convolutional neural networks, image classification, musculoskeletal images, deep learning, medical images, neuroscience Celotno besedilo (datoteka, 550,23 KB) Gradivo ima več datotek! Več... |
32. Cognitive relevance transform for population re-targetingGregor Koporec, Andrej Košir, Aleš Leonardis, Janez Perš, 2020, izvirni znanstveni članek Ključne besede: cognitive relevance, deep learning, crowd-sourcing, target user population, categorization, classification Celotno besedilo (datoteka, 4,62 MB) Gradivo ima več datotek! Več... |
33. 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, izvirni znanstveni članek Ključne besede: climate change, forestry, stakeholders, classification, area of the collaboration, multilevel governance, Serbia Celotno besedilo (datoteka, 3,94 MB) Gradivo ima več datotek! Več... |
34. 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, izvirni znanstveni članek Ključne besede: brake NVH, signal processing, acoustic emission, signal features, unsupervised classification, real-time AE envelope Celotno besedilo (datoteka, 5,82 MB) Gradivo ima več datotek! Več... |
35. The influence of feature representation of text on the performance of document classificationSanda Martinčić-Ipšić, Tanja Miličić, Ljupčo Todorovski, 2019, izvirni znanstveni članek Ključne besede: document segmentation, bag-of-words, word2vec, doc2vec, graph-of-words, complex networks, document classification Celotno besedilo (datoteka, 412,20 KB) Gradivo ima več datotek! Več... |
36. Automatic building footprint extraction from UAV images using neural networksZoran Kokeza, Miroslav Vujasinović, Miro Govedarica, Brankica Milojević, Gordana Jakovljević, 2020, izvirni znanstveni članek Ključne besede: neural network, deep learning, classification, Structure from Motion, unmanned aerial vehicles, building footprint extraction Celotno besedilo (datoteka, 2,89 MB) |
37. 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, izvirni znanstveni članek Ključne besede: barely visible impact damage, damage classification, real oriented dual-tree wavelet transform, X-ray computed tomography Celotno besedilo (datoteka, 3,28 MB) Gradivo ima več datotek! Več... |
38. Methods of network embeddings and their applicationsIlya Makarov, 2021, doktorska disertacija Ključne besede: graph embeddings, information fusion, node classification, link prediction, node clustering, community detection, graph visualization, network science Celotno besedilo (datoteka, 47,57 MB) |
39. 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 Ključne besede: PVC, chromatography, machine learning, classification, regression, spectroscopy, plasticizers, heritage science, preventive conservation Celotno besedilo (datoteka, 4,90 MB) Gradivo ima več datotek! Več... |
40. How to correctly detect face-masks for COVID-19 from visual information?Borut Batagelj, Peter Peer, Vitomir Štruc, Simon Dobrišek, 2021, izvirni znanstveni članek Ključne besede: COVID-19, masked-face detection, face-mask classification, face-mask recognition, COVID-19 compliant mask detection Celotno besedilo (datoteka, 8,92 MB) Gradivo ima več datotek! Več... |