Early Warning of Gas Concentration in Coal Mines Production .
WEBAug 25, 2021 · The appliion of machine learning techniques in coal mine gas concentration prediction and early warning can effectively prevent gas explosion accidents. ... Prati, Monard A study of the behavior of several methods for balancing machine learning training data. ACM SIGKDD Explor. Newsl. 2004; 6:20–29. doi: .