Microseismic Location in Hardrock Metal Mines by Machine Learning Models Based on Hyperparameter Optimization Using Bayesian Optimizer - Zhou, Jian; Shen, Xiaojie; Qiu, Yingui; Shi, Xiuzhi; Du, Kun (Rock mechanics and rock engineering, 2023)
Keywords: Accuracy; Artificial neural networks; Bayesian analysis; Bayesian theory; Civil Engineering; Comparative analysis; Datasets; Earth and Environmental Science; Earth Sciences; Geophysics/Geodesy; Learning algorithms; Machine learning; Mathematical models; Metals; Methods; Microseisms; Mineral resources; Model accuracy; Monitoring; Neural networks; Original Paper; Probability theory; Rockbursts; Sensor arrays; Sensors; Stress concentration; Support vector machines; Synthetic data; Training; Travel time; Water inrush; Support vector regression; Deep neural network; Microseismic location; Random forest; Bayesian optimizer; Machine learning