In crisis times, traditional models of water quality assessment and water resources management lose their effectiveness. In the current conditions of local climate change, accidental pollution, emergencies or military operations, there is an urgent need to transition from traditional descriptive hydrochemical monitorin...
Nataliia Dziubanovska, N. Szczepanik-Ścisło, Maksym Soroka et al.· Water· 0 citations
Early-stage defect detection in wind turbine blades remains challenging due to limited robustness of singlemodality monitoring under real operating conditions. This paper presents a ground-based multimodal structural health monitoring (SHM) framework that integrates RGB imaging, infrared thermography, acoustic sensing,...
Bohdan Derysh, Lesia Dubchak, Anatoliy Sachenko et al.· Automation, Control, and Inf...· 0 citations
Modern intrusion detection systems (IDS) increasingly rely on machine learning and deep learning models to identify complex attack patterns in network traffic. However, such models often produce uncertain predictions under class imbalance, overlapping feature distributions, and evolving attack behaviors. This paper pro...
Bohdan Semenuik, Anatoliy Sachenko, B. Savenko· Automation, Control, and Inf...· 0 citations
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