41. 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... |
42. Application of Unsupervised Anomaly Detection techniques to Moisture Content data from wood constructionsÁlvaro García Faura, Dejan Štepec, Matija Cankar, Miha Humar, 2021, izvirni znanstveni članek Ključne besede: wood moisture monitoring, Unsupervised Anomaly Detection (UAD), Moisture Content (MC) data, wooden facade, wooden windows Celotno besedilo (datoteka, 2,13 MB) Gradivo ima več datotek! Več... |
43. 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, izvirni znanstveni članek Ključne besede: community detection, enrichment analysis, network analysis, phytoplasma, bois noir Celotno besedilo (datoteka, 2,84 MB) Gradivo ima več datotek! Več... |
44. Advanced edge-cloud computing framework for automated PMU-based fault localization in distribution networksDenis Sodin, Urban Rudež, Marko Mihelin, Miha Smolnikar, Andrej Čampa, 2021, izvirni znanstveni članek Ključne besede: fault detection, fault localization, edge-cloud framework, distribution network, smart grid Celotno besedilo (datoteka, 3,04 MB) Gradivo ima več datotek! Več... |
45. AIS data vulnerability indicated by a spoofing case-studyAndrej Androjna, Marko Perkovič, Ivica Pavic, Jakša Mišković, 2021, izvirni znanstveni članek Ključne besede: Automatic Identification System, AIS, cybersecurity, anomaly detection, spoofing, maritime situational awareness, safety of navigation Celotno besedilo (datoteka, 14,08 MB) Gradivo ima več datotek! Več... |
46. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, diplomsko delo Ključne besede: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Celotno besedilo (datoteka, 1,02 MB) |
47. An approximate GEMM unit for energy-efficient object detectionRatko Pilipović, Vladimir Risojević, Janko Božič, Patricio Bulić, Uroš Lotrič, 2021, izvirni znanstveni članek Ključne besede: 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 Celotno besedilo (datoteka, 4,22 MB) Gradivo ima več datotek! Več... |
48. Analysis of machine learning algorithms for anomaly detection on edge devicesAleks Huč, Jakob Šalej, Mira Trebar, 2021, izvirni znanstveni članek Ključne besede: machine learning, classification, edge computing, imbalanced dataset, training dataset, anomaly detection, clustering Celotno besedilo (datoteka, 10,89 MB) Gradivo ima več datotek! Več... |
49. Performance of PV systems in Slovenia with the help of typical daily profiles and automatic detection of orientation and inclination anglesKristijan Brecl, Julián Andrés Ascencio Vásquez, Marko Topič, 2022, izvirni znanstveni članek Ključne besede: PV systems, orientation/inclination angle detection, typical daily profiles, performance, degradation rate Celotno besedilo (datoteka, 3,11 MB) Gradivo ima več datotek! Več... |
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