Nana Huang

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

RVGAN-TL: A generative adversarial networks and transfer learning-based hybrid approach for imbalanced data classification

Hongwei Ding, Yu Sun, Nana Huang et al. · Information Sciences · 2023 · 54 citations

Artificial Intelligence, Engineering, Machine Learning +9

Leveraging GANs data augmentation for imbalanced medical image classification

Hongwei Ding, Nana Huang, Xiaohui Cui · Applied Soft Computing · 2024 · 28 citations

Data Augmentation, Image Analysis, Machine Learning +10

LEGAN: Addressing Intraclass Imbalance in GAN-Based Medical Image Augmentation for Improved Imbalanced Data Classification

Hongwei Ding, Nana Huang, Yaoxin Wu et al. · IEEE Transactions on Instrumentation and Measurement · 2024 · 24 citations