IEEE

Bayesian Method of Radar Classification of Dangerous Weather Phenomena for Industrial and Agricultural Facilities in the Territory of the Russian Federation

Abstract: Dangerous weather conditions for various sectors of the economy include heavy rainfalls, thunderstorms, and hail that occur in cumulonimbus clouds. In the current weather radars criteria of ...
Frontiers

Computational Frameworks for Decision-Making: From Bayesian Inference to Reinforcement Learning Models

The ability to make adaptive decisions in uncertain environments is a fundamental characteristic of biological intelligence. Historically, computational ...
IEEE

High-Confidence Classification of Partial Discharge Acoustic Signals Using Bayesian Networks for Uncertainty Quantification

Abstract: Acoustic emission (AE) detection is a nonintrusive technique for monitoring transformer conditions by capturing emissions from partial discharges (PDs), hotspots, and noise. Machine learning ...