Multi-label domain adversarial reinforcement learning for unsupervised compound fault recognition. - Wang, Zisheng; Xuan, Jianping; Shi, Tielin; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2025)

Multi-Scenario Cellular KPI Prediction Based on Spatiotemporal Graph Neural Network. - Lin, Junpeng; Lan, Tian; Zhang, Bo; Lin, Ke; Miao, Dandan; He, Huiru; Ye, Jiantao; Zhang, Chen; Li, Yan-Fu (IEEE Trans Autom. Sci. Eng., 2025)

AeroGPT: Leveraging Large-Scale Audio Model for Aero-Engine Bearing Fault Diagnosis. - Liu, Jiale; Peng, Dandan; Wang, Huan; Liu, Chenyu; Li, Yan-Fu; Xie, Min (CoRR, 2025)

A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery. - Zhang, Ying; Li, Yan-Fu; Zhang, Ming; Wang, Huan (Eng. Appl. Artif. Intell., 2024)

Semi-supervised fault diagnosis of wheelset bearings in high-speed trains using autocorrelation and improved flow Gaussian mixture model. - Wu, Jiayi; Li, Yilei; Jia, Limin; An, Guoping; Li, Yan-Fu; Antoni, Jérôme; Xin, Ge (Eng. Appl. Artif. Intell., 2024)

Wavelet-powered hierarchical frequency filtering framework for autonomous vehicle sensors fault diagnosis and correction under open environments. - Wang, Huan; Li, Yan-Fu (Eng. Appl. Artif. Intell., 2024)

ChatGPT-like large-scale foundation models for prognostics and health management: A survey and roadmaps. - Li, Yan-Fu; Wang, Huan; Sun, Muxia (Reliab. Eng. Syst. Saf., 2024)

A study on the prediction of service reliability of wireless telecommunication system via distribution regression. - Li, Yan-Fu; Zhao, Wei; Zhang, Chen; Ye, Jiantao; He, Huiru (Reliab. Eng. Syst. Saf., 2024)

Distributionally robust resilience optimization of post-disaster power system considering multiple uncertainties. - Zhang, Chen; Li, Yan-Fu; Zhang, Hanxiao; Wang, Yujin; Huang, Yuelong; Xu, Jianyu (Reliab. Eng. Syst. Saf., 2024)

Intelligent recognition of structural health state of EV lithium-ion Battery using transfer learning based on X-ray computed tomography. - Zhang, Ying; Gao, Kaiye; Ma, Tianyi; Wang, Huan; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2024)

Adaptive Graph-Based Support Vector Data Description for Weakly-Supervised Anomaly Detection. - Wu, Hui; Li, Yan-Fu (IEEE Trans Autom. Sci. Eng., 2024)

Risk-Sharing Mechanism Design in Non-Cooperative Multi-Defender Stackelberg Defense Resources Allocation Game. - Shao, Cheng-Wu; Li, Yan-Fu; Shen, Chen-Yuan; Liu, Shouzhou; Yang, Zhou (IEEE Trans Autom. Sci. Eng., 2024)

A Brain-Inspired Spiking Network Framework Based on Multi-Time-Step Self-Attention for Lithium-Ion Batteries Capacity Prediction. - Wang, Huan; Sun, Muxia; Li, Yan-Fu (IEEE Trans. Consumer Electron., 2024)

Deep Imbalanced Separation Network: A Holistic Fault Detection Framework Considering Class-Imbalance and Partial Label-Unknown. - Qian, Min; Li, Yan-Fu; Wu, Hui (IEEE Trans. Ind. Informatics, 2024)

Large-Scale Visual Language Model Boosted by Contrast Domain Adaptation for Intelligent Industrial Visual Monitoring. - Wang, Huan; Li, Chenxi; Li, Yan-Fu (IEEE Trans. Ind. Informatics, 2024)

Autonomous Bearing Fault Diagnosis Based on Fault-Induced Envelope Spectrum and Moving Peaks-Over-Threshold Approach. - Xin, Ge; Zhong, Qitian; Jin, Yaqiang; Li, Zhe; Chen, Yifei; Li, Yan-Fu; Antoni, Jérôme (IEEE Trans. Instrum. Meas., 2024)

Wavelet Integrated CNN With Dynamic Frequency Aggregation for High-Speed Train Wheel Wear Prediction. - Wang, Huan; Li, Yan-Fu; Men, Tianli (IEEE Trans. Intell. Transp. Syst., 2024)

A Systematic Approach to the High-Level Maintenance Scheduling for High-Speed Trains in China. - Zheng, Wenqiang; Zhang, Hanxiao; Li, Yan-Fu (IEEE Trans. Reliab., 2024)

Reliability Modeling and Parameter Estimation for High-Speed Train Wheels Subject to Multi-Dimensional Degradation Processes Considering Mutual Dependency. - Men, Tianli; Liu, Bin; Li, Yan-Fu; Lin, Yan-Hui; Zhang, Ying (IEEE Trans. Reliab., 2024)

Physically Interpretable Wavelet-Guided Networks With Dynamic Frequency Decomposition for Machine Intelligence Fault Prediction. - Wang, Huan; Li, Yan-Fu; Men, Tianli; Li, Lishuai (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Next-Gen AIoT-Driven Predictive Maintenance and Health Management System for High-Speed Train Wheel and Axle Systems. - Li, Dun; Li, Yan-Fu; Wang, Huan (2024)

Mitigating Class Imbalance in Vision-Based Anomaly Detection via NAUF Undersampling: A Case Study in Automated Quality Control for Hydrogen Storage Manufacturing. - Mao, Xuehui; Qian, Min; Li, Yan-Fu; Chu, Yinghao (2024)

Wheel data. - Wu, Hui; Li, Yan-Fu (IEEE DataPort, 2024)

Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities. - Wang, Huan; Li, Yan-Fu; Gryllias, Konstantinos C. (CoRR, 2024)

Joint pre- and post-disaster planning to enhance the resilience of critical infrastructures. - Jia, Chuanzhou; Zhang, Chi; Li, Yan-Fu; Li, Quan-Lin (Reliab. Eng. Syst. Saf., 2023)

Bioinspired membrane learnable spiking neural network for autonomous vehicle sensors fault diagnosis under open environments. - Wang, Huan; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2023)

Holistic Resilience and Reliability Measures for Cellular Telecommunication Networks. - Liang, Zhenglin; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2023)

Similarity based remaining useful life prediction based on Gaussian Process with active learning. - Lin, Yan-Hui; Ding, Ze-Qi; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2023)

Resilience analysis for confronting the spreading risk of contagious diseases. - Liang, Zhenglin; Jiang, Chen; Sun, Muxia; Xue, Zongqi; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2023)

Wind Turbine Blade Early Fault Detection With Faulty Label Unknown and Labeling Bias. - Qian, Min; Wu, Hui; Li, Yan-Fu (IEEE Trans. Ind. Informatics, 2023)

Clustering Spatially Correlated Functional Data With Multiple Scalar Covariates. - Wu, Hui; Li, Yan-Fu (IEEE Trans. Neural Networks Learn. Syst., 2023)

A Survey on Automated Driving System Testing: Landscapes and Trends. - Tang, Shuncheng; Zhang, Zhenya; Zhang, Yi; Zhou, Jixiang; Guo, Yan; Liu, Shuang; Guo, Shengjian; Li, Yan-Fu; Ma, Lei; Xue, Yinxing; Liu, Yang (ACM Trans. Softw. Eng. Methodol., 2023)

Deep Reinforcement Learning for Dynamic Opportunistic Maintenance of Multi-Component Systems With Load Sharing. - Zhang, Chen; Li, Yan-Fu; Coit, David W. (IEEE Trans. Reliab., 2023)

Robust Mechanical Fault Diagnosis With Noisy Label Based on Multistage True Label Distribution Learning. - Wang, Huan; Li, Yan-Fu (IEEE Trans. Reliab., 2023)

A Novel Adaptive Undersampling Framework for Class-Imbalance Fault Detection. - Qian, Min; Li, Yan-Fu (IEEE Trans. Reliab., 2023)

EvoScenario: Integrating Road Structures into Critical Scenario Generation for Autonomous Driving System Testing. - Tang, Shuncheng; Zhang, Zhenya; Zhou, Jixiang; Zhou, Yuan; Li, Yan-Fu; Xue, Yinxing (2023)

From Collision to Verdict: Responsibility Attribution for Autonomous Driving Systems Testing. - Zhou, Jixiang; Tang, Shuncheng; Guo, Yan; Li, Yan-Fu; Xue, Yinxing (2023)

ChatGPT-Like Large-Scale Foundation Models for Prognostics and Health Management: A Survey and Roadmaps. - Li, Yan-Fu; Wang, Huan; Sun, Muxia (CoRR, 2023)

Empowering ChatGPT-Like Large-Scale Language Models with Local Knowledge Base for Industrial Prognostics and Health Management. - Wang, Huan; Li, Yan-Fu; Xie, Min (CoRR, 2023)

Integrated optimization of test case selection and sequencing for reliability testing of the mainboard of Internet backbone routers. - Zhang, Hanxiao; Li, Yan-Fu (Eur. J. Oper. Res., 2022)

Multi-objective integer programming approaches to Next Release Problem - Enhancing exact methods for finding whole pareto front. - Dong, Shi; Xue, Yinxing; Brinkkemper, Sjaak; Li, Yan-Fu (Inf. Softw. Technol., 2022)

Robust optimization on redundancy allocation problems in multi-state and continuous-state series-parallel systems. - Zhang, Hanxiao; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2022)

The methods for exactly solving redundancy allocation optimization for multi-state series-parallel systems. - Li, Yan-Fu; Zhang, Hanxiao (Reliab. Eng. Syst. Saf., 2022)

Health assessment of high-speed train wheels based on group-profile data. - Men, Tianli; Li, Yan-Fu; Ji, Yujun; Zhang, Xinliang; Liu, Pengfei (Reliab. Eng. Syst. Saf., 2022)

Reliability-redundancy allocation problem in multi-state flow network: Minimal cut-based approximation scheme. - Zhang, Hanxiao; Sun, Mu-Xia; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2022)

Out-of-distribution detection-assisted trustworthy machinery fault diagnosis approach with uncertainty-aware deep ensembles. - Han, Te; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2022)

Game Attack-Defense Graph Approach for Modeling and Analysis of Cyberattacks and Defenses in Local Metering System. - Liu, Shouzhou; Shao, Cheng-Wu; Li, Yan-Fu; Yang, Zhou (IEEE Trans Autom. Sci. Eng., 2022)

Monitoring Heterogeneous Multivariate Profiles Based on Heterogeneous Graphical Model. - Wu, Hui; Zhang, Chen; Li, Yan-Fu (Technometrics, 2022)

Positive-Unlabeled Learning-Based Hybrid Deep Network for Intelligent Fault Detection. - Qian, Min; Li, Yan-Fu; Han, Te (IEEE Trans. Ind. Informatics, 2022)

Guest Editorial: Special Section on AI Enhanced Reliability Assessment and Predictive Health Management. - Li, Zhaojun; Li, Yan-Fu; Qiu, Robin G.; Zio, Enrico (IEEE Trans. Ind. Informatics, 2022)

Iterative Error Self-Correction for Robust Fault Diagnosis of Mechanical Equipment With Noisy Label. - Wang, Huan; Li, Yan-Fu (IEEE Trans. Instrum. Meas., 2022)

Transformer for High-Speed Train Wheel Wear Prediction With Multiplex Local-Global Temporal Fusion. - Wang, Huan; Men, Tianli; Li, Yan-Fu (IEEE Trans. Instrum. Meas., 2022)

A Weakly Supervised Learning-Based Oversampling Framework for Class-Imbalanced Fault Diagnosis. - Qian, Min; Li, Yan-Fu (IEEE Trans. Reliab., 2022)

A systematic approach to develop an autopilot sensor monitoring system for autonomous delivery vehicles based on the STPA method. - Ge, Guangshuang; Sun, Liangliang; Li, Yan-Fu (2022)

Message from the RAIS 2022 Chairs. - Li, Yan-Fu; Xue, Yinxing; Ma, Lei; Guo, Shengjian; Meng, Guozhu (2022)

A Survey on Automated Driving System Testing: Landscapes and Trends. - Tang, Shuncheng; Zhang, Zhenya; Zhang, Yi; Zhou, Jixiang; Guo, Yan; Liu, Shuang; Guo, Shengjian; Li, Yan-Fu; Ma, Lei; Xue, Yinxing; Liu, Yang (CoRR, 2022)

Generalized condition-based maintenance optimization for multi-component systems considering stochastic dependency and imperfect maintenance. - Xu, Jun; Liang, Zhenglin; Li, Yan-Fu; Wang, Kaibo (Reliab. Eng. Syst. Saf., 2021)

Dynamic Reliability Assessment of Multi-cracked Structure under Fatigue Loading via Multi-State Physics Model. - Jiang, Shan; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2021)

A Hybrid Generalization Network for Intelligent Fault Diagnosis of Rotating Machinery Under Unseen Working Conditions. - Han, Te; Li, Yan-Fu; Qian, Min (IEEE Trans. Instrum. Meas., 2021)

MC-FGSM: Black-box Adversarial Attack for Deep Learning System. - Zheng, Wenqiang; Li, Yan-Fu (2021)

A Clustering-based Framework for Highly Imbalanced Fault Detection with the Applications on High-Speed Trains. - Qian, Min; Li, Yan-Fu (2021)

Transformer for High-Speed Train Wheel Wear Prediction with Multiplex Local-Global Temporal Fusion. - Wang, Huan; Men, Tianli; Li, Yan-Fu (2021)

Distributionally Robust Design for Redundancy Allocation. - Wang, Shuming; Li, Yan-Fu (INFORMS J. Comput., 2020)

Optimal inspection and maintenance for a repairable k-out-of-n: G warm standby system. - Wu, Hui; Li, Yan-Fu; Bérenguer, Christophe (Reliab. Eng. Syst. Saf., 2020)

An investigation of new local search strategies in memetic algorithm for redundancy allocation in multi-state series-parallel systems. - Du, Mengyu; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2020)

Definitions of generalized multi-performance weighted multi-state K¯-out-of-n system and its reliability evaluations. - Larsen, Emil Mahler; Ding, Yi; Li, Yan-Fu; Zio, Enrico (Reliab. Eng. Syst. Saf., 2020)

Multi-State System Modeling and Reliability Assessment for Groups of High-speed Train Wheels. - Chi, Zhexiang; Chen, Ruoran; Huang, Simin; Li, Yan-Fu; Zhou, Bin; Zhang, Wenjuan (Reliab. Eng. Syst. Saf., 2020)

Multi-objective Integer Programming Approaches for Solving the Multi-criteria Test-suite Minimization Problem: Towards Sound and Complete Solutions of a Particular Search-based Software-engineering Problem. - Xue, Yinxing; Li, Yan-Fu (ACM Trans. Softw. Eng. Methodol., 2020)

An Overview of the EMUs Maintenance Scheduling in China. - Zheng, Wenqiang; Zhou, Taotao; Li, Yan-Fu (2020)

Optimizing the Efficiency of Accelerated Reliability Testing for the Internet Router Motherboard. - Zhang, Hanxiao; Liu, Shouzhou; Li, Yan-Fu (CoRR, 2020)

Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification. - Qian, Min; Li, Yan-Fu (CoRR, 2020)

Multi-objective optimization of maintenance program in multi-unit nuclear power plant sites. - Zhang, Sai; Du, Mengyu; Tong, Jiejuan; Li, Yan-Fu (Reliab. Eng. Syst. Saf., 2019)

On the optimal redundancy allocation for multi-state series-parallel systems under epistemic uncertainty. - Sun, Mu-Xia; Li, Yan-Fu; Zio, Enrico (Reliab. Eng. Syst. Saf., 2019)

Software Fault Detection and Correction: Modeling and Applications - Peng, Rui; Li, Yan-Fu; Liu, Yu (Springer, 2018)

A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems. - Lin, Yan-Hui; Li, Yan-Fu; Zio, Enrico (Reliab. Eng. Syst. Saf., 2018)

A Framework for Modeling and Optimizing Maintenance in Systems Considering Epistemic Uncertainty and Degradation Dependence Based on PDMPs. - Lin, Yan-Hui; Li, Yan-Fu; Zio, Enrico (IEEE Trans. Ind. Informatics, 2018)

A Bayesian Network Approach for Imbalanced Fault Detection in High Speed Rail Systems. - Li, Yan-Fu; Liu, Jie (2018)

Multi-objective integer programming approaches for solving optimal feature selection problem: a new perspective on multi-objective optimization problems in SBSE. - Xue, Yinxing; Li, Yan-Fu (2018)

A Study of the Extraction of Bug Judgment and Correction Times from Open Source Software Bug Logs. - Razzaq, Seher; Li, Yan-Fu; Lin, Chu-Ti; Xie, Min (2018)

Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study. - Huang, Jianglin; Keung, Jacky Wai; Sarro, Federica; Li, Yan-Fu; Yu, Yuen-Tak; Chan, W. K.; Sun, Hongyi (J. Syst. Softw., 2017)

An Empirical Analysis of Three-Stage Data-Preprocessing for Analogy-Based Software Effort Estimation on the ISBSG Data. - Huang, Jianglin; Li, Yan-Fu; Keung, Jacky Wai; Yu, Yuen-Tak; Chan, W. K. (2017)

Online reliability prediction of energy systems with wind generation. - Baili, Hana; Li, Yan-Fu (2016)

A risk-reduction approach for optimal software release time determination with the delay incurred cost. - Peng, Rui; Li, Yan-Fu; Zhang, Jun-Guang; Li, Xiang (Int. J. Syst. Sci., 2015)

An empirical analysis of data preprocessing for machine learning-based software cost estimation. - Huang, Jianglin; Li, Yan-Fu; Xie, Min (Inf. Softw. Technol., 2015)

Fuzzy Reliability Assessment of Systems With Multiple-Dependent Competing Degradation Processes. - Lin, Yan-Hui; Li, Yan-Fu; Zio, Enrico (IEEE Trans. Fuzzy Syst., 2015)

An empirical study of the impact of project factors on software economics. - Huang, Jianglin; Sun, Hongyi; Li, Yan-Fu (2015)

An Empirical Study of Dynamic Incomplete-Case Nearest Neighbor Imputation in Software Quality Data. - Huang, Jianglin; Sun, Hongyi; Li, Yan-Fu; Xie, Min (2015)

Availability modeling and optimization of dynamic multi-state series-parallel systems with random reconfiguration. - Li, Yan-Fu; Peng, Rui (Reliab. Eng. Syst. Saf., 2014)

Random Fuzzy Extension of the Universal Generating Function Approach for the Reliability Assessment of Multi-State Systems Under Aleatory and Epistemic Uncertainties. - Li, Yan-Fu; Ding, Yi; Zio, Enrico (IEEE Trans. Reliab., 2014)

Rate-Based Queueing Simulation Model of Open Source Software Debugging Activities. - Lin, Chu-Ti; Li, Yan-Fu (IEEE Trans. Software Eng., 2014)

NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment. - Ak, Ronay; Li, Yan-Fu; Vitelli, Valeria; Zio, Enrico; Droguett, Enrique López; Jacinto, Carlos Magno Couto (Expert Syst. Appl., 2013)

Non-dominated sorting binary differential evolution for the multi-objective optimization of cascading failures protection in complex networks. - Li, Yan-Fu; Sansavini, Giovanni; Zio, Enrico (Reliab. Eng. Syst. Saf., 2013)

A multi-state model for the reliability assessment of a distributed generation system via universal generating function. - Li, Yan-Fu; Zio, Enrico (Reliab. Eng. Syst. Saf., 2012)

A Multistate Physics Model of Component Degradation Based on Stochastic Petri Nets and Simulation. - Li, Yan-Fu; Zio, Enrico; Lin, Yan-Hui (IEEE Trans. Reliab., 2012)

Reliability analysis and optimal version-updating for open source software. - Li, Xiang; Li, Yan-Fu; Xie, Min; Ng, Szu Hui (Inf. Softw. Technol., 2011)

Consequence Oriented Self-Healing and Autonomous Diagnosis for Highly Reliable Systems and Software. - Dai, Yuanshun; Xiang, Yanping; Li, Yan-Fu; Xing, Liudong; Zhang, Gewei (IEEE Trans. Reliab., 2011)

A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems. - Li, Yan-Fu; Ng, Szu Hui; Xie, Min; Goh, T. N. (Appl. Soft Comput., 2010)

Adaptive ridge regression system for software cost estimating on multi-collinear datasets. - Li, Yan-Fu; Xie, Min; Goh, Thong Ngee (J. Syst. Softw., 2010)

A study of the non-linear adjustment for analogy based software cost estimation. - Li, Yan-Fu; Xie, Min; Goh, T. N. (Empir. Softw. Eng., 2009)

A study of mutual information based feature selection for case based reasoning in software cost estimation. - Li, Yan-Fu; Xie, Min; Goh, T. N. (Expert Syst. Appl., 2009)

A study of project selection and feature weighting for analogy based software cost estimation. - Li, Yan-Fu; Xie, Min; Goh, T. N. (J. Syst. Softw., 2009)

Service Reliability and Availability Analysis of Distributed Software Systems Considering Malware Attack. - Xiong, Chengjie; Li, Yan-Fu; Xie, Min; Ng, Szu Hui; Goh, Thong Ngee (2009)

Predicting Subcellular Localization of Proteins Using Support Vector Machine with N-Terminal Amino Composition. - Li, Yan-Fu; Liu, Juan (2005)