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2020 – today
- 2024
[j71]Ying Zhang, Yan-Fu Li, Ming Zhang, Huan Wang:
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery. Eng. Appl. Artif. Intell. 130: 107698 (2024)- [j70]Jiayi Wu
, Yilei Li, Limin Jia, Guoping An, Yan-Fu Li, Jérôme Antoni, Ge Xin:
Semi-supervised fault diagnosis of wheelset bearings in high-speed trains using autocorrelation and improved flow Gaussian mixture model. Eng. Appl. Artif. Intell. 132: 107861 (2024) - [j69]Huan Wang, Yan-Fu Li:
Wavelet-powered hierarchical frequency filtering framework for autonomous vehicle sensors fault diagnosis and correction under open environments. Eng. Appl. Artif. Intell. 136: 108848 (2024) - [j68]Yan-Fu Li, Huan Wang, Muxia Sun:
ChatGPT-like large-scale foundation models for prognostics and health management: A survey and roadmaps. Reliab. Eng. Syst. Saf. 243: 109850 (2024) - [j67]Yan-Fu Li, Wei Zhao, Chen Zhang, Jiantao Ye, Huiru He:
A study on the prediction of service reliability of wireless telecommunication system via distribution regression. Reliab. Eng. Syst. Saf. 250: 110291 (2024) - [j66]Chen Zhang, Yan-Fu Li, Hanxiao Zhang, Yujin Wang, Yuelong Huang, Jianyu Xu:
Distributionally robust resilience optimization of post-disaster power system considering multiple uncertainties. Reliab. Eng. Syst. Saf. 251: 110367 (2024) - [j65]Ying Zhang, Kaiye Gao, Tianyi Ma, Huan Wang, Yan-Fu Li:
Intelligent recognition of structural health state of EV lithium-ion Battery using transfer learning based on X-ray computed tomography. Reliab. Eng. Syst. Saf. 251: 110374 (2024) - [j64]Hui Wu, Yan-Fu Li:
Adaptive Graph-Based Support Vector Data Description for Weakly-Supervised Anomaly Detection. IEEE Trans Autom. Sci. Eng. 21(3): 3863-3872 (2024) - [j63]Cheng-Wu Shao, Yan-Fu Li, Chen-Yuan Shen, Shouzhou Liu, Zhou Yang:
Risk-Sharing Mechanism Design in Non-Cooperative Multi-Defender Stackelberg Defense Resources Allocation Game. IEEE Trans Autom. Sci. Eng. 21(4): 6653-6665 (2024) - [j62]Huan Wang, Muxia Sun, Yan-Fu Li:
A Brain-Inspired Spiking Network Framework Based on Multi-Time-Step Self-Attention for Lithium-Ion Batteries Capacity Prediction. IEEE Trans. Consumer Electron. 70(1): 3008-3017 (2024) - [j61]Ge Xin, Qitian Zhong, Yaqiang Jin, Zhe Li, Yifei Chen, Yan-Fu Li, Jérôme Antoni:
Autonomous Bearing Fault Diagnosis Based on Fault-Induced Envelope Spectrum and Moving Peaks-Over-Threshold Approach. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j60]Huan Wang, Yan-Fu Li, Tianli Men:
Wavelet Integrated CNN With Dynamic Frequency Aggregation for High-Speed Train Wheel Wear Prediction. IEEE Trans. Intell. Transp. Syst. 25(8): 8960-8971 (2024) - [j59]Wenqiang Zheng, Hanxiao Zhang, Yan-Fu Li:
A Systematic Approach to the High-Level Maintenance Scheduling for High-Speed Trains in China. IEEE Trans. Reliab. 73(1): 142-155 (2024) - [j58]Tianli Men, Bin Liu, Yan-Fu Li, Yan-Hui Lin, Ying Zhang:
Reliability Modeling and Parameter Estimation for High-Speed Train Wheels Subject to Multi-Dimensional Degradation Processes Considering Mutual Dependency. IEEE Trans. Reliab. 73(2): 1325-1340 (2024) - [j57]Huan Wang, Yan-Fu Li, Tianli Men, Lishuai Li:
Physically Interpretable Wavelet-Guided Networks With Dynamic Frequency Decomposition for Machine Intelligence Fault Prediction. IEEE Trans. Syst. Man Cybern. Syst. 54(8): 4863-4875 (2024) - [d1]Hui Wu, Yan-Fu Li:
Wheel data. IEEE DataPort, 2024
- [i6]Huan Wang, Yan-Fu Li, Konstantinos C. Gryllias:
Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities. CoRR abs/2401.02429 (2024) - 2023
- [j56]Chuanzhou Jia, Chi Zhang, Yan-Fu Li, Quan-Lin Li:
Joint pre- and post-disaster planning to enhance the resilience of critical infrastructures. Reliab. Eng. Syst. Saf. 231: 109023 (2023) - [j55]Huan Wang, Yan-Fu Li:
Bioinspired membrane learnable spiking neural network for autonomous vehicle sensors fault diagnosis under open environments. Reliab. Eng. Syst. Saf. 233: 109102 (2023) - [j54]Zhenglin Liang, Yan-Fu Li:
Holistic Resilience and Reliability Measures for Cellular Telecommunication Networks. Reliab. Eng. Syst. Saf. 237: 109335 (2023) - [j53]Yan-Hui Lin, Ze-Qi Ding, Yan-Fu Li:
Similarity based remaining useful life prediction based on Gaussian Process with active learning. Reliab. Eng. Syst. Saf. 238: 109461 (2023) - [j52]Zhenglin Liang, Chen Jiang, Muxia Sun, Zongqi Xue, Yan-Fu Li:
Resilience analysis for confronting the spreading risk of contagious diseases. Reliab. Eng. Syst. Saf. 239: 109525 (2023) - [j51]Min Qian, Hui Wu, Yan-Fu Li:
Wind Turbine Blade Early Fault Detection With Faulty Label Unknown and Labeling Bias. IEEE Trans. Ind. Informatics 19(7): 8116-8126 (2023) - [j50]Hui Wu, Yan-Fu Li:
Clustering Spatially Correlated Functional Data With Multiple Scalar Covariates. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7074-7088 (2023) - [j49]Shuncheng Tang, Zhenya Zhang, Yi Zhang, Jixiang Zhou, Yan Guo, Shuang Liu, Shengjian Guo, Yan-Fu Li, Lei Ma, Yinxing Xue, Yang Liu:
A Survey on Automated Driving System Testing: Landscapes and Trends. ACM Trans. Softw. Eng. Methodol. 32(5): 124:1-124:62 (2023) - [j48]Chen Zhang, Yan-Fu Li, David W. Coit:
Deep Reinforcement Learning for Dynamic Opportunistic Maintenance of Multi-Component Systems With Load Sharing. IEEE Trans. Reliab. 72(3): 863-877 (2023) - [j47]Huan Wang, Yan-Fu Li:
Robust Mechanical Fault Diagnosis With Noisy Label Based on Multistage True Label Distribution Learning. IEEE Trans. Reliab. 72(3): 975-988 (2023) - [j46]Min Qian, Yan-Fu Li:
A Novel Adaptive Undersampling Framework for Class-Imbalance Fault Detection. IEEE Trans. Reliab. 72(3): 1003-1017 (2023) - [c17]Shuncheng Tang, Zhenya Zhang, Jixiang Zhou, Yuan Zhou, Yan-Fu Li, Yinxing Xue:
EvoScenario: Integrating Road Structures into Critical Scenario Generation for Autonomous Driving System Testing. ISSRE 2023: 309-320 - [c16]Jixiang Zhou, Shuncheng Tang, Yan Guo, Yan-Fu Li, Yinxing Xue:
From Collision to Verdict: Responsibility Attribution for Autonomous Driving Systems Testing. ISSRE 2023: 321-332 - [i5]Yan-Fu Li, Huan Wang, Muxia Sun:
ChatGPT-Like Large-Scale Foundation Models for Prognostics and Health Management: A Survey and Roadmaps. CoRR abs/2305.06472 (2023) - [i4]Huan Wang, Yan-Fu Li, Min Xie:
Empowering ChatGPT-Like Large-Scale Language Models with Local Knowledge Base for Industrial Prognostics and Health Management. CoRR abs/2312.14945 (2023) - 2022
- [j45]Hanxiao Zhang, Yan-Fu Li:
Integrated optimization of test case selection and sequencing for reliability testing of the mainboard of Internet backbone routers. Eur. J. Oper. Res. 299(1): 183-194 (2022) - [j44]Shi Dong, Yinxing Xue, Sjaak Brinkkemper, Yan-Fu Li:
Multi-objective integer programming approaches to Next Release Problem - Enhancing exact methods for finding whole pareto front. Inf. Softw. Technol. 147: 106825 (2022) - [j43]Hanxiao Zhang, Yan-Fu Li:
Robust optimization on redundancy allocation problems in multi-state and continuous-state series-parallel systems. Reliab. Eng. Syst. Saf. 218(Part): 108134 (2022) - [j42]Yan-Fu Li, Hanxiao Zhang:
The methods for exactly solving redundancy allocation optimization for multi-state series-parallel systems. Reliab. Eng. Syst. Saf. 221: 108340 (2022) - [j41]Tianli Men, Yan-Fu Li, Yujun Ji, Xinliang Zhang, Pengfei Liu:
Health assessment of high-speed train wheels based on group-profile data. Reliab. Eng. Syst. Saf. 223: 108496 (2022) - [j40]Hanxiao Zhang, Mu-Xia Sun, Yan-Fu Li:
Reliability-redundancy allocation problem in multi-state flow network: Minimal cut-based approximation scheme. Reliab. Eng. Syst. Saf. 225: 108564 (2022) - [j39]Te Han, Yan-Fu Li:
Out-of-distribution detection-assisted trustworthy machinery fault diagnosis approach with uncertainty-aware deep ensembles. Reliab. Eng. Syst. Saf. 226: 108648 (2022) - [j38]Shouzhou Liu, Cheng-Wu Shao, Yan-Fu Li, Zhou Yang:
Game Attack-Defense Graph Approach for Modeling and Analysis of Cyberattacks and Defenses in Local Metering System. IEEE Trans Autom. Sci. Eng. 19(3): 2607-2619 (2022) - [j37]Hui Wu, Chen Zhang, Yan-Fu Li:
Monitoring Heterogeneous Multivariate Profiles Based on Heterogeneous Graphical Model. Technometrics 64(2): 210-223 (2022) - [j36]Min Qian, Yan-Fu Li, Te Han:
Positive-Unlabeled Learning-Based Hybrid Deep Network for Intelligent Fault Detection. IEEE Trans. Ind. Informatics 18(7): 4510-4519 (2022) - [j35]Zhaojun Li, Yan-Fu Li, Robin G. Qiu, Enrico Zio:
Guest Editorial: Special Section on AI Enhanced Reliability Assessment and Predictive Health Management. IEEE Trans. Ind. Informatics 18(10): 7196-7197 (2022) - [j34]Huan Wang, Yan-Fu Li:
Iterative Error Self-Correction for Robust Fault Diagnosis of Mechanical Equipment With Noisy Label. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j33]Huan Wang, Tianli Men, Yan-Fu Li:
Transformer for High-Speed Train Wheel Wear Prediction With Multiplex Local-Global Temporal Fusion. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j32]Min Qian, Yan-Fu Li:
A Weakly Supervised Learning-Based Oversampling Framework for Class-Imbalanced Fault Diagnosis. IEEE Trans. Reliab. 71(1): 429-442 (2022) - [c15]Guangshuang Ge, Liangliang Sun, Yan-Fu Li:
A systematic approach to develop an autopilot sensor monitoring system for autonomous delivery vehicles based on the STPA method. ISSRE Workshops 2022: 318-325 - [c14]Yan-Fu Li, Yinxing Xue, Lei Ma, Shengjian Guo, Guozhu Meng:
Message from the RAIS 2022 Chairs. ISSRE Workshops 2022: xxxviii - [i3]Shuncheng Tang, Zhenya Zhang, Yi Zhang, Jixiang Zhou, Yan Guo, Shuang Liu, Shengjian Guo, Yan-Fu Li, Lei Ma, Yinxing Xue, Yang Liu:
A Survey on Automated Driving System Testing: Landscapes and Trends. CoRR abs/2206.05961 (2022) - 2021
- [j31]Jun Xu, Zhenglin Liang, Yan-Fu Li, Kaibo Wang:
Generalized condition-based maintenance optimization for multi-component systems considering stochastic dependency and imperfect maintenance. Reliab. Eng. Syst. Saf. 211: 107592 (2021) - [j30]Shan Jiang, Yan-Fu Li:
Dynamic Reliability Assessment of Multi-cracked Structure under Fatigue Loading via Multi-State Physics Model. Reliab. Eng. Syst. Saf. 213: 107664 (2021) - [j29]Te Han, Yan-Fu Li, Min Qian:
A Hybrid Generalization Network for Intelligent Fault Diagnosis of Rotating Machinery Under Unseen Working Conditions. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [c13]Wenqiang Zheng, Yan-Fu Li:
MC-FGSM: Black-box Adversarial Attack for Deep Learning System. ISSRE Workshops 2021: 154-159 - [c12]Min Qian, Yan-Fu Li:
A Clustering-based Framework for Highly Imbalanced Fault Detection with the Applications on High-Speed Trains. QRS Companion 2021: 739-744 - [c11]Huan Wang, Tianli Men, Yan-Fu Li:
Transformer for High-Speed Train Wheel Wear Prediction with Multiplex Local-Global Temporal Fusion. QRS Companion 2021: 1175-1176 - 2020
- [j28]Shuming Wang, Yan-Fu Li:
Distributionally Robust Design for Redundancy Allocation. INFORMS J. Comput. 32(3): 620-640 (2020) - [j27]Hui Wu, Yan-Fu Li, Christophe Bérenguer:
Optimal inspection and maintenance for a repairable k-out-of-n: G warm standby system. Reliab. Eng. Syst. Saf. 193: 106669 (2020) - [j26]Mengyu Du, Yan-Fu Li:
An investigation of new local search strategies in memetic algorithm for redundancy allocation in multi-state series-parallel systems. Reliab. Eng. Syst. Saf. 195: 106703 (2020) - [j25]Emil Mahler Larsen, Yi Ding, Yan-Fu Li, Enrico Zio:
Definitions of generalized multi-performance weighted multi-state K¯-out-of-n system and its reliability evaluations. Reliab. Eng. Syst. Saf. 199: 105876 (2020) - [j24]Zhexiang Chi, Ruoran Chen, Simin Huang, Yan-Fu Li, Bin Zhou, Wenjuan Zhang:
Multi-State System Modeling and Reliability Assessment for Groups of High-speed Train Wheels. Reliab. Eng. Syst. Saf. 202: 107026 (2020) - [j23]Yinxing Xue, Yan-Fu Li:
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. ACM Trans. Softw. Eng. Methodol. 29(3): 20:1-20:50 (2020) - [c10]Wenqiang Zheng, Taotao Zhou, Yan-Fu Li:
An Overview of the EMUs Maintenance Scheduling in China. QRS Companion 2020: 297-300 - [i2]Hanxiao Zhang, Shouzhou Liu, Yan-Fu Li:
Optimizing the Efficiency of Accelerated Reliability Testing for the Internet Router Motherboard. CoRR abs/2001.03442 (2020) - [i1]Min Qian, Yan-Fu Li:
Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification. CoRR abs/2009.14096 (2020)
2010 – 2019
- 2019
- [j22]Sai Zhang, Mengyu Du, Jiejuan Tong, Yan-Fu Li:
Multi-objective optimization of maintenance program in multi-unit nuclear power plant sites. Reliab. Eng. Syst. Saf. 188: 532-548 (2019) - [j21]Mu-Xia Sun, Yan-Fu Li, Enrico Zio:
On the optimal redundancy allocation for multi-state series-parallel systems under epistemic uncertainty. Reliab. Eng. Syst. Saf. 192: 106019 (2019) - 2018
- [b1]Rui Peng, Yan-Fu Li, Yu Liu:
Software Fault Detection and Correction: Modeling and Applications. Springer Briefs in Computer Science, Springer 2018, ISBN 978-981-13-1161-1, pp. 1-108 - [j20]Yan-Hui Lin, Yan-Fu Li, Enrico Zio:
A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems. Reliab. Eng. Syst. Saf. 174: 1-11 (2018) - [j19]Yan-Hui Lin, Yan-Fu Li, Enrico Zio:
A Framework for Modeling and Optimizing Maintenance in Systems Considering Epistemic Uncertainty and Degradation Dependence Based on PDMPs. IEEE Trans. Ind. Informatics 14(1): 210-220 (2018) - [c9]Yan-Fu Li, Jie Liu:
A Bayesian Network Approach for Imbalanced Fault Detection in High Speed Rail Systems. ICPHM 2018: 1-7 - [c8]Yinxing Xue, Yan-Fu Li:
Multi-objective integer programming approaches for solving optimal feature selection problem: a new perspective on multi-objective optimization problems in SBSE. ICSE 2018: 1231-1242 - [c7]Seher Razzaq, Yan-Fu Li, Chu-Ti Lin, Min Xie:
A Study of the Extraction of Bug Judgment and Correction Times from Open Source Software Bug Logs. QRS Companion 2018: 229-234 - 2017
- [j18]Jianglin Huang, Jacky Wai Keung, Federica Sarro, Yan-Fu Li, Yuen-Tak Yu, W. K. Chan, Hongyi Sun:
Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study. J. Syst. Softw. 132: 226-252 (2017) - [c6]Jianglin Huang, Yan-Fu Li, Jacky Wai Keung, Yuen-Tak Yu, W. K. Chan:
An Empirical Analysis of Three-Stage Data-Preprocessing for Analogy-Based Software Effort Estimation on the ISBSG Data. QRS 2017: 442-449 - 2016
- [c5]Hana Baili, Yan-Fu Li:
Online reliability prediction of energy systems with wind generation. MWSCAS 2016: 1-4 - 2015
- [j17]Rui Peng, Yan-Fu Li, Jun-Guang Zhang, Xiang Li:
A risk-reduction approach for optimal software release time determination with the delay incurred cost. Int. J. Syst. Sci. 46(9): 1628-1637 (2015) - [j16]Jianglin Huang, Yan-Fu Li, Min Xie:
An empirical analysis of data preprocessing for machine learning-based software cost estimation. Inf. Softw. Technol. 67: 108-127 (2015) - [j15]Yan-Hui Lin, Yan-Fu Li, Enrico Zio:
Fuzzy Reliability Assessment of Systems With Multiple-Dependent Competing Degradation Processes. IEEE Trans. Fuzzy Syst. 23(5): 1428-1438 (2015) - [c4]Jianglin Huang, Hongyi Sun, Yan-Fu Li:
An empirical study of the impact of project factors on software economics. IEEM 2015: 43-47 - [c3]Jianglin Huang, Hongyi Sun, Yan-Fu Li, Min Xie:
An Empirical Study of Dynamic Incomplete-Case Nearest Neighbor Imputation in Software Quality Data. QRS 2015: 37-42 - 2014
- [j14]Yan-Fu Li, Rui Peng:
Availability modeling and optimization of dynamic multi-state series-parallel systems with random reconfiguration. Reliab. Eng. Syst. Saf. 127: 47-57 (2014) - [j13]Yan-Fu Li, Yi Ding, Enrico Zio:
Random Fuzzy Extension of the Universal Generating Function Approach for the Reliability Assessment of Multi-State Systems Under Aleatory and Epistemic Uncertainties. IEEE Trans. Reliab. 63(1): 13-25 (2014) - [j12]Chu-Ti Lin, Yan-Fu Li:
Rate-Based Queueing Simulation Model of Open Source Software Debugging Activities. IEEE Trans. Software Eng. 40(11): 1075-1099 (2014) - 2013
- [j11]Ronay Ak, Yan-Fu Li, Valeria Vitelli, Enrico Zio, Enrique López Droguett, Carlos Magno Couto Jacinto:
NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment. Expert Syst. Appl. 40(4): 1205-1212 (2013) - [j10]Yan-Fu Li, Giovanni Sansavini, Enrico Zio:
Non-dominated sorting binary differential evolution for the multi-objective optimization of cascading failures protection in complex networks. Reliab. Eng. Syst. Saf. 111: 195-205 (2013) - 2012
- [j9]Yan-Fu Li, Enrico Zio:
A multi-state model for the reliability assessment of a distributed generation system via universal generating function. Reliab. Eng. Syst. Saf. 106: 28-36 (2012) - [j8]Yan-Fu Li, Enrico Zio, Yan-Hui Lin:
A Multistate Physics Model of Component Degradation Based on Stochastic Petri Nets and Simulation. IEEE Trans. Reliab. 61(4): 921-931 (2012) - 2011
- [j7]Xiang Li, Yan-Fu Li, Min Xie, Szu Hui Ng:
Reliability analysis and optimal version-updating for open source software. Inf. Softw. Technol. 53(9): 929-936 (2011) - [j6]Yuanshun Dai, Yanping Xiang, Yan-Fu Li, Liudong Xing, Gewei Zhang:
Consequence Oriented Self-Healing and Autonomous Diagnosis for Highly Reliable Systems and Software. IEEE Trans. Reliab. 60(2): 369-380 (2011) - 2010
- [j5]Yan-Fu Li, Szu Hui Ng, Min Xie, T. N. Goh:
A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems. Appl. Soft Comput. 10(4): 1257-1273 (2010) - [j4]Yan-Fu Li, Min Xie, Thong Ngee Goh:
Adaptive ridge regression system for software cost estimating on multi-collinear datasets. J. Syst. Softw. 83(11): 2332-2343 (2010)
2000 – 2009
- 2009
- [j3]Yan-Fu Li, Min Xie, T. N. Goh:
A study of the non-linear adjustment for analogy based software cost estimation. Empir. Softw. Eng. 14(6): 603-643 (2009) - [j2]Yan-Fu Li, Min Xie, T. N. Goh:
A study of mutual information based feature selection for case based reasoning in software cost estimation. Expert Syst. Appl. 36(3): 5921-5931 (2009) - [j1]Yan-Fu Li, Min Xie, T. N. Goh:
A study of project selection and feature weighting for analogy based software cost estimation. J. Syst. Softw. 82(2): 241-252 (2009) - [c2]Chengjie Xiong, Yan-Fu Li, Min Xie, Szu Hui Ng, Thong Ngee Goh:
Service Reliability and Availability Analysis of Distributed Software Systems Considering Malware Attack. FGIT-ASEA 2009: 313-320 - 2005
- [c1]Yan-Fu Li, Juan Liu:
Predicting Subcellular Localization of Proteins Using Support Vector Machine with N-Terminal Amino Composition. ADMA 2005: 618-625
Coauthor Index
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