A hybrid dimensionality reduction method for outlier detection in high-dimensional data. - Guanglei Meng; Biao Wang; Yanming Wu; Mingzhe Zhou; Tiankuo Meng (Int. J. Mach. Learn. Cybern., 2023)

High-accuracy slope stability analysis using data-driven and attention-based deep learning model. - Yangli Zhou; Haiying Fu; Mingzhe Zhou; Yanyan Zhao; Jihuan Chen (Earth Sci. Informatics, 2025)

A new method of rock discontinuity sets using modified self-organizing mapping neural network. - Mingzhe Zhou; Haiying Fu; Yanyan Zhao; Yangli Zhou; Tao Yang; Wangming Huang; Xiongwei Hu (Earth Sci. Informatics, 2025)