Lishuai Li

38 papers B 1Journal 34Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Deep Clustering and Generative Approach for Large-Scale Air Traffic Trajectory Data.
IEEE Trans. Intell. Transp. Syst.
Ziming Wang, Yanjun Wang, Mark Hansen, Lishuai Li
2026 J jnl
Learning Satellite Pattern-of-Life Identification: A Diffusion-Based Approach.
IEEE Trans. Aerosp. Electron. Syst.
Yongchao Ye, Xinting Zhu, Xuejin Shen, Xiaoyu Chen, S. Joe Qin, Lishuai Li
2026 J jnl
Spatio-temporal traffic accidents detection via graph based generative adversarial network.
Eng. Appl. Artif. Intell.
Lyuyi Zhu, Qixin Zhang, Xiangru Jian, Yu Yang, Lishuai Li
2025 B conf
A Group Zero-Inflated Poisson Model for Automobile Near-Miss Event Risk Prediction.
IEEE Big Data
Xinbo Zhang, Montserrat Guillen, Lishuai Li, Xin Li, Frank Youhua Chen
2025 J jnl
A hierarchical scheme for dynamic monitoring of multi-scale multi-mode systems.
Comput. Chem. Eng.
Jiaorao Wang, Lishuai Li, S. Joe Qin
2025 J jnl
Forecasting short-term passenger flow via CBGC-SCI: an in-depth comparative study on Shenzhen Metro.
Mach. Learn.
Yuxin He, Weihang Hong, Lishuai Li, Jinlei Zhang, Jin Qin, Qin Luo
2025 J jnl
Remaining Useful Life Modelling With an Escalator Health Condition Analytic System.
Qual. Reliab. Eng. Int.
Inez Maria Zwetsloot, Yu Lin, Jiaqi Qiu, Lishuai Li, William Ka Fai Lee, Edmond Yin San Yeung, Colman Yiu Wah Yeung, Chris Chun Long Wong
2025 J jnl
Use ADAS Data to Predict Near-Miss Events: A Group-Based Zero-Inflated Poisson Approach.
CoRR
Xinbo Zhang, Montserrat Guillen, Lishuai Li, Xin Li, Youhua Frank Chen
2024 — conf
Data-driven approaches for satellite SADA system health monitoring with limited data.
CASE
Xinting Zhu, Lishuai Li, Yanfang Mo, Yining Dong, Xuejin X. Shen, Xiaoyu Chen, S. Joe Qin
2024 J jnl
Diffusion-based Method for Satellite Pattern-of-Life Identification.
CoRR
Yongchao Ye, Xinting Zhu, Xuejin Shen, Xiaoyu Chen, Lishuai Li, S. Joe Qin
2024 — conf
Dynamic Feature Extraction and Prediction for High Dimensional Time Series with Seasonality.
CASE
Bingyuan Li, Yang Wang, Yang Zhao, Lishuai Li, Yining Dong
2024 J jnl
Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion.
Inf. Fusion
Yi Lin, Dongyue Guo, Yuankai Wu, Lishuai Li, Edmond Qi Wu, Wenyi Ge
2024 J jnl
In-Depth Insights into the Application of Recurrent Neural Networks (RNNs) in Traffic Prediction: A Comprehensive Review.
Algorithms
Yuxin He, Ping Huang, Weihang Hong, Qin Luo, Lishuai Li, Kwok-Leung Tsui
2024 J jnl
Knowledge-Informed Wheel Wear Prediction Method for High-Speed Train Using Multisource Signal Data.
IEEE Trans. Instrum. Meas.
Chen Chen, Feng Zhu, Zhongwei Xu, Qinglin Xie, Siu Ming Lo, Kwok Leung Tsui, Lishuai Li
2024 J jnl
Physically Interpretable Wavelet-Guided Networks With Dynamic Frequency Decomposition for Machine Intelligence Fault Prediction.
IEEE Trans. Syst. Man Cybern. Syst.
Huan Wang, Yan-Fu Li, Tianli Men, Lishuai Li
2023 J jnl
Profile Abstract: An Optimization-Based Subset Selection and Summarization Method for Profile Data Mining.
IEEE Trans. Ind. Informatics
Feng Zhu, Jianshe Feng, Min Xie, Lishuai Li, Jingzhe Lei, Jay Lee
2023 J jnl
Remaining Useful Life Modelling with an Escalator Health Condition Analytic System.
CoRR
Inez Maria Zwetsloot, Yu Lin, Jiaqi Qiu, Lishuai Li, William Ka Fai Lee, Edmond Yin San Yeung, Colman Yiu Wah Yeung, Chris Chun Long Wong
2022 J jnl
A Route Network Planning Method for Urban Air Delivery.
CoRR
Xinyu He, Fang He, Lishuai Li, Lei Zhang, Gang Xiao
2022 J jnl
Multi-Graph Convolutional-Recurrent Neural Network (MGC-RNN) for Short-Term Forecasting of Transit Passenger Flow.
IEEE Trans. Intell. Transp. Syst.
Yuxin He, Lishuai Li, Xinting Zhu, Kwok Leung Tsui
2022 J jnl
Short-Term Nationwide Airport Throughput Prediction With Graph Attention Recurrent Neural Network.
Frontiers Artif. Intell.
Xinting Zhu, Yu Lin, Yuxin He, Kwok-Leung Tsui, Pak Wai Chan, Lishuai Li
2022 J jnl
Warranty Reserve Management: Demand Learning and Funds Pooling.
Manuf. Serv. Oper. Manag.
Xiao-Lin Wang, Yuanguang Zhong, Lishuai Li, Wei Xie, Zhi-Sheng Ye
2021 J jnl
Correction to "High-Speed Rail Suspension System Health Monitoring Using Multi-Location Vibration Data".
IEEE Trans. Intell. Transp. Syst.
Ning Hong, Lishuai Li, Weiran Yao, Yang Zhao, Cai Yi, Jianhui Lin, Kwok Leung Tsui
2021 J jnl
Multi-Graph Convolutional-Recurrent Neural Network (MGC-RNN) for Short-Term Forecasting of Transit Passenger Flow.
CoRR
Yuxin He, Lishuai Li, Xinting Zhu, Kwok Leung Tsui
2020 J jnl
An Incremental Clustering Method for Anomaly Detection in Flight Data.
CoRR
Weizun Zhao, Lishuai Li, Sameer Alam, Yanjun Wang
2020 J jnl
An unpunctual preventive maintenance policy under two-dimensional warranty.
Eur. J. Oper. Res.
Xiaolin Wang, Lishuai Li, Min Xie
2020 J jnl
Data-driven Method for Estimating Aircraft Mass from Quick Access Recorder using Aircraft Dynamics and Multilayer Perceptron Neural Network.
CoRR
Xinyu He, Fang He, Xinting Zhu, Lishuai Li
2020 J jnl
From Aircraft Tracking Data to Network Delay Model: A Data-Driven Approach Considering En-Route Congestion.
CoRR
Yu Lin, Lishuai Li, Pan Ren, Yanjun Wang, W. Y. Szeto
2020 J jnl
High-Speed Rail Suspension System Health Monitoring Using Multi-Location Vibration Data.
IEEE Trans. Intell. Transp. Syst.
Ning Hong, Lishuai Li, Weiran Yao, Yang Zhao, Cai Yi, Jianhui Lin, Kwok Leung Tsui
2020 J jnl
Improved Flight Time Predictions for Fuel Loading Decisions of Scheduled Flights with a Deep Learning Approach.
CoRR
Xinting Zhu, Lishuai Li
2020 J jnl
On dynamically monitoring aggregate warranty claims for early detection of reliability problems.
IISE Trans.
Chenglong Li, Xiaolin Wang, Lishuai Li, Min Xie, Xin Wang
2019 J jnl
A Multi-Agent Approach for Reactionary Delay Prediction of Flights.
IEEE Access
Yash Guleria, Qing Cai, Sameer Alam, Lishuai Li
2019 J jnl
Calibrating Classification Probabilities with Shape-Restricted Polynomial Regression.
IEEE Trans. Pattern Anal. Mach. Intell.
Yongqiao Wang, Lishuai Li, Chuangyin Dang
2019 J jnl
Cost analysis of a piece-wise renewing free replacement warranty policy.
Comput. Ind. Eng.
Xiaolin Wang, Kangzhe He, Zhen He, Lishuai Li, Min Xie
2019 J jnl
On optimal upgrade strategy for second-hand multi-component systems sold with warranty.
Int. J. Prod. Res.
Xiaolin Wang, Min Xie, Lishuai Li
2019 J jnl
Optimal preventive maintenance strategy for leased equipment under successive usage-based contracts.
Int. J. Prod. Res.
Xiaolin Wang, Lishuai Li, Min Xie
2018 — conf
Condition monitoring of wheel wear for high-speed trains: A data-driven approach.
ICPHM
Peiwen Xu, Weiran Yao, Yang Zhao, Cai Yi, Lishuai Li, Jianhui Lin, Kwok Leung Tsui
2015 J jnl
Analysis of Flight Data Using Clustering Techniques for Detecting Abnormal Operations.
J. Aerosp. Inf. Syst.
Lishuai Li, Santanu Das, R. John Hansman, Rafael Palacios, Ashok N. Srivastava
2015 J jnl
System Informatics: From Methodology to Applications.
IEEE Intell. Syst.
Kang Zhao, Yao Xie, Kwok-Leung Tsui, Qingming Wei, Wenpo Huang, Wei Jiang, Yanting Li, Su Gon Cho, Seoung Bum Kim, Kaibo Liu, Jianjun Shi, Young-Seon Jeong, Byunghoon Kim, Seung Hoon Tong, In-Kap Chang, Myong Kee Jeong, Florent Charruaud, Lishuai Li