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43. 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) |
44. How to correctly detect face-masks for COVID-19 from visual information?Borut Batagelj, Peter Peer, Vitomir Štruc, Simon Dobrišek, 2021, original scientific article Keywords: COVID-19, masked-face detection, face-mask classification, face-mask recognition, COVID-19 compliant mask detection Full text (file, 8,92 MB) This document has more files! More... |
45. Application of Unsupervised Anomaly Detection techniques to Moisture Content data from wood constructionsÁlvaro García Faura, Dejan Štepec, Matija Cankar, Miha Humar, 2021, original scientific article Keywords: wood moisture monitoring, Unsupervised Anomaly Detection (UAD), Moisture Content (MC) data, wooden facade, wooden windows Full text (file, 2,13 MB) This document has more files! More... |
46. New cross-talks between pathways involved in grapevine infection with ʼCandidatus Phytoplasma solaniʼ revealed by temporal network modellingBlaž Škrlj, Maruša Pompe Novak, Günter Brader, Barbara Anžič, Živa Ramšak, Kristina Gruden, Jan Kralj, Aleš Kladnik, Nada Lavrač, Thomas Roitsch, Marina Dermastia, 2021, original scientific article Keywords: community detection, enrichment analysis, network analysis, phytoplasma, bois noir Full text (file, 2,84 MB) This document has more files! More... |
47. Advanced edge-cloud computing framework for automated PMU-based fault localization in distribution networksDenis Sodin, Urban Rudež, Marko Mihelin, Miha Smolnikar, Andrej Čampa, 2021, original scientific article Keywords: fault detection, fault localization, edge-cloud framework, distribution network, smart grid Full text (file, 3,04 MB) This document has more files! More... |
48. AIS data vulnerability indicated by a spoofing case-studyAndrej Androjna, Marko Perkovič, Ivica Pavic, Jakša Mišković, 2021, original scientific article Keywords: Automatic Identification System, AIS, cybersecurity, anomaly detection, spoofing, maritime situational awareness, safety of navigation Full text (file, 14,08 MB) This document has more files! More... |
49. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, undergraduate thesis Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Full text (file, 1,02 MB) |
50. An approximate GEMM unit for energy-efficient object detectionRatko Pilipović, Vladimir Risojević, Janko Božič, Patricio Bulić, Uroš Lotrič, 2021, original scientific article Keywords: approximate computing, logarithmic multiplier, computer arithmetic, energy-efficient processing, tensor core, approximate general matrix multiplication, GEMM, matrix core, approximate multipliers, convolutional neural networks, object detection, YOLOv4-tiny, honeybee detection Full text (file, 4,22 MB) This document has more files! More... |