Lishuai Li

According to our database, Lishuai Li authored at least 39 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

$\ell _{0}$-RASC-NN: An Efficient Spatiotemporal Data Completion Method for Edge Devices.

Hao Wang, Chenyu Guan, Linfang Yu, Lishuai Li, Yanshan Li, Lei Gong, Yuxin He

IEEE Trans. Mob. Comput., June, 2026

A Deep Clustering and Generative Approach for Large-Scale Air Traffic Trajectory Data.

Ziming Wang, Yanjun Wang, Mark Hansen, Lishuai Li

IEEE Trans. Intell. Transp. Syst., March, 2026

Learning Satellite Pattern-of-Life Identification: A Diffusion-Based Approach.

Yongchao Ye, Xinting Zhu, Xuejin Shen, Xiaoyu Chen, S. Joe Qin, Lishuai Li

IEEE Trans. Aerosp. Electron. Syst., 2026

Robust reinforcement learning with graph neural networks for stochastic urban rail daily maintenance scheduling.

Shan Huang, Yi Wang, Lishuai Li, Bo Liang, Qin Luo

Reliab. Eng. Syst. Saf., 2026

Spatio-temporal traffic accidents detection via graph based generative adversarial network.

Lyuyi Zhu, Qixin Zhang, Xiangru Jian, Yu Yang, Lishuai Li

Eng. Appl. Artif. Intell., 2026

Adaptive transformer boosted by temporal distribution analysis for soft sensing of industrial processes.

Feng Zhu, Yi Ding, Jianshe Feng, Lechang Yang, Lishuai Li, Min Xie

Appl. Soft Comput., 2026

2025

Use ADAS Data to Predict Near-Miss Events: A Group-Based Zero-Inflated Poisson Approach.

Xinbo Zhang, Montserrat Guillen, Lishuai Li, Xin Li, Youhua Frank Chen

CoRR, September, 2025

Forecasting short-term passenger flow via CBGC-SCI: an in-depth comparative study on Shenzhen Metro.

Yuxin He, Weihang Hong, Lishuai Li, Jinlei Zhang, Jin Qin, Qin Luo

Mach. Learn., January, 2025

Remaining Useful Life Modelling With an Escalator Health Condition Analytic System.

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

Qual. Reliab. Eng. Int., 2025

A hierarchical scheme for dynamic monitoring of multi-scale multi-mode systems.

Jiaorao Wang, Lishuai Li, S. Joe Qin

Comput. Chem. Eng., 2025

A Group Zero-Inflated Poisson Model for Automobile Near-Miss Event Risk Prediction.

Xinbo Zhang, Montserrat Guillen, Lishuai Li, Xin Li, Frank Youhua Chen

Proceedings of the IEEE International Conference on Big Data, 2025

2024

In-Depth Insights into the Application of Recurrent Neural Networks (RNNs) in Traffic Prediction: A Comprehensive Review.

Yuxin He, Ping Huang, Weihang Hong, Qin Luo, Lishuai Li, Kwok-Leung Tsui

Algorithms, September, 2024

Physically Interpretable Wavelet-Guided Networks With Dynamic Frequency Decomposition for Machine Intelligence Fault Prediction.

Huan Wang, Yan-Fu Li, Tianli Men, Lishuai Li

IEEE Trans. Syst. Man Cybern. Syst., August, 2024

Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion.

Yi Lin, Dongyue Guo, Yuankai Wu, Lishuai Li, Edmond Qi Wu, Wenyi Ge

Inf. Fusion, January, 2024

Knowledge-Informed Wheel Wear Prediction Method for High-Speed Train Using Multisource Signal Data.

Chen Chen, Feng Zhu, Zhongwei Xu, Qinglin Xie, Siu Ming Lo, Kwok Leung Tsui, Lishuai Li

IEEE Trans. Instrum. Meas., 2024

Diffusion-based Method for Satellite Pattern-of-Life Identification.

Yongchao Ye, Xinting Zhu, Xuejin Shen, Xiaoyu Chen, Lishuai Li, S. Joe Qin

CoRR, 2024

Data-driven approaches for satellite SADA system health monitoring with limited data.

Xinting Zhu, Lishuai Li, Yanfang Mo, Yining Dong, Xuejin X. Shen, Xiaoyu Chen, S. Joe Qin

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

Dynamic Feature Extraction and Prediction for High Dimensional Time Series with Seasonality.

Bingyuan Li, Yang Wang, Yang Zhao, Lishuai Li, Yining Dong

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Profile Abstract: An Optimization-Based Subset Selection and Summarization Method for Profile Data Mining.

Feng Zhu, Jianshe Feng, Min Xie, Lishuai Li, Jingzhe Lei, Jay Lee

IEEE Trans. Ind. Informatics, 2023

2022

Multi-Graph Convolutional-Recurrent Neural Network (MGC-RNN) for Short-Term Forecasting of Transit Passenger Flow.

Yuxin He, Lishuai Li, Xinting Zhu, Kwok Leung Tsui

IEEE Trans. Intell. Transp. Syst., 2022

Warranty Reserve Management: Demand Learning and Funds Pooling.

Xiao-Lin Wang, Yuanguang Zhong, Lishuai Li, Wei Xie, Zhi-Sheng Ye

Manuf. Serv. Oper. Manag., 2022

Short-Term Nationwide Airport Throughput Prediction With Graph Attention Recurrent Neural Network.

Xinting Zhu, Yu Lin, Yuxin He, Kwok-Leung Tsui, Pak Wai Chan, Lishuai Li

Frontiers Artif. Intell., 2022

A Route Network Planning Method for Urban Air Delivery.

Xinyu He, Fang He, Lishuai Li, Lei Zhang, Gang Xiao

CoRR, 2022

2021

Correction to "High-Speed Rail Suspension System Health Monitoring Using Multi-Location Vibration Data".

Ning Hong, Lishuai Li, Weiran Yao, Yang Zhao, Cai Yi, Jianhui Lin, Kwok Leung Tsui

IEEE Trans. Intell. Transp. Syst., 2021

2020

High-Speed Rail Suspension System Health Monitoring Using Multi-Location Vibration Data.

Ning Hong, Lishuai Li, Weiran Yao, Yang Zhao, Cai Yi, Jianhui Lin, Kwok Leung Tsui

IEEE Trans. Intell. Transp. Syst., 2020

On dynamically monitoring aggregate warranty claims for early detection of reliability problems.

Chenglong Li, Xiaolin Wang, Lishuai Li, Min Xie, Xin Wang

IISE Trans., 2020

An unpunctual preventive maintenance policy under two-dimensional warranty.

Xiaolin Wang, Lishuai Li, Min Xie

Eur. J. Oper. Res., 2020

Data-driven Method for Estimating Aircraft Mass from Quick Access Recorder using Aircraft Dynamics and Multilayer Perceptron Neural Network.

Xinyu He, Fang He, Xinting Zhu, Lishuai Li

CoRR, 2020

From Aircraft Tracking Data to Network Delay Model: A Data-Driven Approach Considering En-Route Congestion.

Yu Lin, Lishuai Li, Pan Ren, Yanjun Wang, W. Y. Szeto

CoRR, 2020

An Incremental Clustering Method for Anomaly Detection in Flight Data.

Weizun Zhao, Lishuai Li, Sameer Alam, Yanjun Wang

CoRR, 2020

Improved Flight Time Predictions for Fuel Loading Decisions of Scheduled Flights with a Deep Learning Approach.

Xinting Zhu, Lishuai Li

CoRR, 2020

2019

Calibrating Classification Probabilities with Shape-Restricted Polynomial Regression.

Yongqiao Wang, Lishuai Li, Chuangyin Dang

IEEE Trans. Pattern Anal. Mach. Intell., 2019

On optimal upgrade strategy for second-hand multi-component systems sold with warranty.

Xiaolin Wang, Min Xie, Lishuai Li

Int. J. Prod. Res., 2019

Optimal preventive maintenance strategy for leased equipment under successive usage-based contracts.

Xiaolin Wang, Lishuai Li, Min Xie

Int. J. Prod. Res., 2019

Cost analysis of a piece-wise renewing free replacement warranty policy.

Xiaolin Wang, Kangzhe He, Zhen He, Lishuai Li, Min Xie

Comput. Ind. Eng., 2019

A Multi-Agent Approach for Reactionary Delay Prediction of Flights.

Yash Guleria, Qing Cai, Sameer Alam, Lishuai Li

IEEE Access, 2019

2018

Condition monitoring of wheel wear for high-speed trains: A data-driven approach.

Peiwen Xu, Weiran Yao, Yang Zhao, Cai Yi, Lishuai Li, Jianhui Lin, Kwok Leung Tsui

Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

2015

Analysis of Flight Data Using Clustering Techniques for Detecting Abnormal Operations.

Lishuai Li, Santanu Das, R. John Hansman, Rafael Palacios, Ashok N. Srivastava

J. Aerosp. Inf. Syst., 2015

System Informatics: From Methodology to Applications.

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

IEEE Intell. Syst., 2015