Hongwei Ding

Imbalanced data classification: A KNN and generative adversarial networks-based hybrid approach for intrusion detection

Hongwei Ding, Leiyang Chen, Liang Dong et al. · Future Generation Computer Systems · 2022 · 217 citations

Anomaly Detection, Machine Learning, Data Science +11

TMG-GAN: Generative Adversarial Networks-Based Imbalanced Learning for Network Intrusion Detection

Hongwei Ding, Yu Sun, Nana Huang et al. · IEEE Transactions on Information Forensics and Security · 2023 · 93 citations

Anomaly Detection, Machine Learning, Engineering +17

RGAN-EL: A GAN and ensemble learning-based hybrid approach for imbalanced data classification

Hongwei Ding, Yu Sun, Zhenyu Wang et al. · Information Processing & Management · 2022 · 92 citations

Engineering, Machine Learning, Data Science +11

DCU-Net: a dual-channel U-shaped network for image splicing forgery detection

Hongwei Ding, Leiyang Chen, Qi Tao et al. · Neural Computing and Applications · 2021 · 64 citations · Full text

Image Analysis, Engineering, Deep Learning +5

Corrosion behaviors of TiN and Ti-Si-N (with 2.9 at.% and 5.0 at.% Si) coatings by electrochemical impedance spectroscopy

Qiang Wan, Hongwei Ding, Muhammad Imran Yousaf et al. · Thin Solid Films · 2016 · 54 citations

Materials Science, Materials Engineering, Chemical Engineering +7