Qinghe Zheng

MobileRaT: A Lightweight Radio Transformer Method for Automatic Modulation Classification in Drone Communication Systems

Qinghe Zheng, Xinyu Tian, Zhiguo Yu et al. · Drones · 2023 · 131 citations · Full text

Wireless Communications, Automatic Modulation Classification, Amc Accuracy +17

Overview on Intrusion Detection Systems Design Exploiting Machine Learning for Networking Cybersecurity

Pierpaolo Dini, Abdussalam Elhanashi, Andrea Begni et al. · Applied Sciences · 2023 · 128 citations · Full text

Engineering, Machine Learning, Information Security +19

A triple-thresholds pavement crack detection method leveraging random structured forest

Cheng Peng, Mingqiang Yang, Qinghe Zheng et al. · Construction and Building Materials · 2020 · 97 citations

Pavement Engineering, Image Analysis, Engineering +7

A real-time transformer discharge pattern recognition method based on CNN-LSTM driven by few-shot learning

Qinghe Zheng, Ruoyu Wang, Xinyu Tian et al. · Electric Power Systems Research · 2023 · 82 citations

Few-shot Learning, Convolutional Neural Network, Engineering +6

Advancements in TinyML: Applications, Limitations, and Impact on IoT Devices

Abdussalam Elhanashi, Pierpaolo Dini, Sergio Saponara et al. · Electronics · 2024 · 60 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20