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Works (12)

Predictive alarm models for improving radio access network robustness

Expert Systems with Applications
2025-01 | Journal article
Contributors: Luning Li; Manuel Herrera; Anandarup Mukherjee; Ge Zheng; Chen Chen; Maharshi Dhada; Henry Brice; Arjun Parekh; Ajith Kumar Parlikad
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Modeling Traffic Congestion Spreading Using a Topology-Based SIR Epidemic Model

IEEE Access
2024 | Journal article
Contributors: Assemgul Kozhabek; Wei Koong Chai; Ge Zheng
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Enhancing Human Activity Recognition With FedPA: Focusing on Non-IID Data Challenges in Federated Learning

IEEE Sensors Journal
2024-12-01 | Journal article
Contributors: Xiaoxu Wen; Yan Wang; Menghao Yuan; Yingrui Geng; Hongnian Yu; Ge Zheng
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Cross-Edge Orchestration of Serverless Functions With Probabilistic Caching

IEEE Transactions on Services Computing
2024-09 | Journal article
Contributors: Chen Chen; Manuel Herrera; Ge Zheng; Liqiao Xia; Zhengyang Ling; Jiangtao Wang
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A federated machine learning approach for order-level risk prediction in Supply Chain Financing

International Journal of Production Economics
2024-02 | Journal article
Contributors: Lingxuan Kong; Ge Zheng; Alexandra Brintrup
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MhaGNN: A Novel Framework for Wearable Sensor-Based Human Activity Recognition Combining Multi-Head Attention and Graph Neural Networks

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
Contributors: Yan Wang; Xin Wang; Hongmei Yang; Yingrui Geng; Hongnian Yu; Ge Zheng; Liang Liao
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VDGCNeT: A novel network-wide Virtual Dynamic Graph Convolution Neural network and Transformer-based traffic prediction model

Knowledge-Based Systems
2023-09 | Journal article
Contributors: Ge Zheng; Wei Koong Chai; Jiankang Zhang; Vasilis Katos
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Hybrid deep learning models for traffic prediction in large-scale road networks

Information Fusion
2023-04 | Journal article
Contributors: Ge Zheng; Wei Koong Chai; Jing-Lin Duanmu; Vasilis Katos
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A Survey on Ambient Sensor-Based Abnormal Behaviour Detection for Elderly People in Healthcare

Electronics
2023-03-24 | Journal article
Contributors: Yan Wang; Xin Wang; Damla Arifoglu; Chenggang Lu; Abdelhamid Bouchachia; Yingrui Geng; Ge Zheng
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A dynamic spatial–temporal deep learning framework for traffic speed prediction on large-scale road networks

Expert Systems with Applications
2022-06 | Journal article
Contributors: Ge Zheng; Wei Koong Chai; Vasilis Katos
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A Novel Attention-Based Convolution Neural Network for Human Activity Recognition

IEEE Sensors Journal
2021-12-01 | Journal article
Contributors: Ge Zheng
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Life Cycle Assessment (LCA) of BEV’s environmental benefits for meeting the challenge of ICExit (Internal Combustion Engine Exit)

Energy Reports
2021-11 | Journal article
Contributors: Ge Zheng; Zhijun Peng
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