2 citations · 3 across the 3 of their papers we have counts for
3 papers
Benchmarking IoT Time-Series AD with Event-Level Augmentations
Dmitry Zhevnenko, Ilya Makarov, Aleksandr Kovalenko +6
Anomaly detection (AD) for safety-critical IoT time series should be judged at the event level: reliability and earliness under realistic perturbations. Yet many studies still emph…
MFL Data Preprocessing and CNN-based Oil Pipeline Defects Detection
Iurii Katser, Vyacheslav Kozitsin, Igor Mozolin
Recently, the application of computer vision for anomaly detection has been under attention in several industrial fields. An important example is oil pipeline defect detection. Fai…
Machine Learning Methods for Anomaly Detection in Nuclear Power Plant Power Transformers
Iurii Katser, Dmitriy Raspopov, Vyacheslav Kozitsin +1
Power transformers are an important component of a nuclear power plant (NPP). Currently, the NPP operates a lot of power transformers with extended service life, which exceeds the…