Ming Zheng

Conditional Wasserstein generative adversarial network-gradient penalty-based approach to alleviating imbalanced data classification

Ming Zheng, Tong Li, Rui Zhu et al. · Information Sciences · 2019 · 202 citations

Data Classification, Data Augmentation, Engineering +7

Traffic Accident’s Severity Prediction: A Deep-Learning Approach-Based CNN Network

Ming Zheng, Tong Li, Rui Zhu et al. · IEEE Access · 2019 · 179 citations · Full text

UFFDFR: Undersampling framework with denoising, fuzzy c-means clustering, and representative sample selection for imbalanced data classification

Ming Zheng, Tong Li, Xiaoyao Zheng et al. · Information Sciences · 2021 · 47 citations

Undersampling Framework, Data Classification, Classification Method +11

A Method for Analyzing the Performance Impact of Imbalanced Binary Data on Machine Learning Models

Ming Zheng, Fei Wang, Xiaowen Hu et al. · Axioms · 2022 · 36 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

Prediction of Structural Type for City-Scale Seismic Damage Simulation Based on Machine Learning

Zhen Xu, Yuan Wu, Mingzhu Qi et al. · Applied Sciences · 2020 · 35 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +23