Rockburst prediction in hard rock mines developing bagging and boosting tree-based ensemble techniques

• Main Authors: Wang, Shi-ming, Zhou, Jian, Li, Chuan-qi, Armaghani, Danial Jahed, Li, Xi-bing, Mitri, Hani S.
• Format: Article
• Published: Central South University of Technology 2021
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.um.edu.my/25946/; https://doi.org/10.1007/s11771-021-4619-8

Rockburst prediction is of vital significance to the design and construction of underground hard rock mines. A rockburst database consisting of 102 case histories, i.e., 1998–2011 period data from 14 hard rock mines was examined for rockburst prediction in burst-prone mines by three tree-based ensem...