Igor' Temkin

Forecasting Gas-Dynamic Processes and Phenomena in Coal Mines Using Ensemble Model of Artificial Intelligence

The authors propose an ensemble method comprising staged data preprocessing, generation of physically meaningful features, and weighted ensembles for both regression and classification, which indicates the feasibility of pilot application for dynamic early warning, which can substantially reduce coal mine accident risk...