Federated machine learning for privacy preserving, collective supply chain risk prediction G Zheng, L Kong, A Brintrup International Journal of Production Research 61 (23), 8115-8132, 2023 | 69 | 2023 |
Life Cycle Assessment (LCA) of BEV’s environmental benefits for meeting the challenge of ICExit (Internal Combustion Engine Exit) G Zheng, Z Peng Energy Reports 7, 1203-1216, 2021 | 65 | 2021 |
Hybrid deep learning models for traffic prediction in large-scale road networks G Zheng, WK Chai, JL Duanmu, V Katos Information Fusion 92, 93-114, 2023 | 55 | 2023 |
A dynamic spatial–temporal deep learning framework for traffic speed prediction on large-scale road networks G Zheng, WK Chai, V Katos Expert Systems with Applications 195, 116585, 2022 | 45 | 2022 |
A novel attention-based convolution neural network for human activity recognition G Zheng IEEE Sensors Journal 21 (23), 27015-27025, 2021 | 34 | 2021 |
Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks A Brintrup, E Kosasih, P Schaffer, G Zheng, G Demirel, BL MacCarthy International Journal of Production Research 62 (13), 4674-4695, 2024 | 30 | 2024 |
VDGCNeT: A novel network-wide Virtual Dynamic Graph Convolution Neural network and Transformer-based traffic prediction model G Zheng, WK Chai, J Zhang, V Katos Knowledge-Based Systems 275, 110676, 2023 | 30 | 2023 |
A joint temporal-spatial ensemble model for short-term traffic prediction G Zheng, WK Chai, V Katos, M Walton Neurocomputing 457, 26-39, 2021 | 29 | 2021 |
An ensemble model for short-term traffic prediction in smart city transportation system G Zheng, WK Chai, V Katos 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 21 | 2019 |
A federated machine learning approach for order-level risk prediction in supply chain financing L Kong, G Zheng, A Brintrup International Journal of Production Economics 268, 109095, 2024 | 17 | 2024 |
A survey on ambient sensor-based abnormal behaviour detection for elderly people in healthcare Y Wang, X Wang, D Arifoglu, C Lu, A Bouchachia, Y Geng, G Zheng Electronics 12 (7), 1539, 2023 | 16 | 2023 |
MhaGNN: A novel framework for wearable sensor-based human activity recognition combining multi-head attention and graph neural networks Y Wang, X Wang, H Yang, Y Geng, H Yu, G Zheng, L Liao IEEE Transactions on Instrumentation and Measurement 72, 1-14, 2023 | 10 | 2023 |
Cross-edge orchestration of serverless functions with probabilistic caching C Chen, M Herrera, G Zheng, L Xia, Z Ling, J Wang IEEE Transactions on Services Computing, 2024 | 7 | 2024 |
Modeling traffic congestion spreading using a topology-based SIR epidemic model A Kozhabek, WK Chai, G Zheng IEEE Access, 2024 | 5 | 2024 |
Using machine learning techniques to optimize fall detection algorithms in smart wristband G Zheng, H Zhang, K Zhou, H Hu 2019 25th International Conference on Automation and Computing (ICAC), 1-6, 2019 | 4 | 2019 |
The sequence-to-sequence architecture with an embedded module for long-term traffic speed forecasting with missing data G Zheng, WK Chai, V Katos 2021 26th International Conference on Automation and Computing (ICAC), 1-6, 2021 | 3 | 2021 |
Surface nano-crystallization and its effect on the microstructure evolution and mechanical properties of lightweight Fe–28Mn–8Al–1C steel subjected to supersonic fine particle … Y Xiong, W Lv, X Zha, Y Li, Z Luan, T He, K Shu, F Ren, G Zheng Journal of Materials Research and Technology 27, 6769-6781, 2023 | 2 | 2023 |
Automation in sensor network metrology: An overview of methods and their implementations AP Vedurmudi, K Miličević, G Kok, BX Yong, L Xu, G Zheng, A Brintrup, ... Measurement: Sensors, 101799, 2025 | 1 | 2025 |
Predictive alarm models for improving radio access network robustness L Li, M Herrera, A Mukherjee, G Zheng, C Chen, M Dhada, H Brice, ... Expert Systems with Applications 259, 125312, 2025 | 1 | 2025 |
An adaptive federated learning system for information sharing in supply chains G Zheng, D Ivanov, A Brintrup International Journal of Production Research, 1-23, 2024 | 1 | 2024 |