دنبال کردن
Ge Zheng
Ge Zheng
Research Associate, Institute of Manufacturing, Department of Engineering, Cambridge University
ایمیل تأیید شده در cam.ac.uk - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
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
692023
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
652021
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
552023
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
452022
A novel attention-based convolution neural network for human activity recognition
G Zheng
IEEE Sensors Journal 21 (23), 27015-27025, 2021
342021
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
302024
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
302023
A joint temporal-spatial ensemble model for short-term traffic prediction
G Zheng, WK Chai, V Katos, M Walton
Neurocomputing 457, 26-39, 2021
292021
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
212019
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
172024
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
162023
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
102023
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
72024
Modeling traffic congestion spreading using a topology-based SIR epidemic model
A Kozhabek, WK Chai, G Zheng
IEEE Access, 2024
52024
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
42019
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
32021
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
22023
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
12025
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
12025
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
12024
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مقاله‌ها 1–20