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ORCIDLeilei Chang 0001
Person information
- affiliation: State Key Laboratory of Complex Eletromagnetic Environment Effects on Electronics and Information System, Luoyang, China
- affiliation: Hangzhou Dianzi University, Department of Automation, China
- affiliation: High-Tech Institute of Xi'an, Department of Management, China
- affiliation (PhD 2014): National University of Defense Technology, Changsha, China
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2020 – today
- 2024
[j48]Leilei Chang
, Chenhao Yu, Limao Zhang, Xiaobin Xu, Schahram Dustdar:
Safety assessment of tunnel construction based on counterintuitivity detection using multi-profile multi-model ensemble learning. Expert Syst. Appl. 240: 122459 (2024)- [j47]Xiaobin Xu, Haohao Guo, Zehui Zhang, Shan-en Yu, Leilei Chang, Felix Steyskal, Georg Brunauer:
A cloud model-based interval-valued evidence fusion method and its application in fault diagnosis. Inf. Sci. 658: 119995 (2024) - [j46]Chenhao Yu, Leilei Chang, Xiaobin Xu, You Cao, Zhenjie Zhang:
Compatible multi-model output fusion for complex systems modeling via set operation-based focus data identification. J. Comput. Sci. 82: 102423 (2024) - [j45]Zhiyong Hao, Chenhao Yu, Junyi Zhu, Leilei Chang:
High Resilient Asymmetry and Anomaly Detection Based on Data Causality. Symmetry 16(7): 819 (2024) - 2023
- [j44]Leilei Chang, Hao Liu, Limao Zhang, Xiaobin Xu, Jiang Jiang:
Adaptive learning for single-output complex systems via data augmentation and data type identification. Appl. Soft Comput. 132: 109895 (2023) - [j43]Chao Fu, Qianshan Zhan, Leilei Chang, Weiyong Liu, Shanlin Yang:
Multi-criteria appraisal recommendation. J. Oper. Res. Soc. 74(1): 81-92 (2023) - [j42]Leilei Chang, Limao Zhang, Xiaobin Xu:
Causality-based multi-model ensemble learning for safety assessment in metro tunnel construction. Reliab. Eng. Syst. Saf. 234: 109168 (2023) - [j41]Hao Liu, Jing Feng, Junyi Zhu, Xiang Li, Leilei Chang:
Investigations of Symmetrical Incomplete Information Spreading in the Evidential Reasoning Algorithm and the Evidential Reasoning Rule via Partial Derivative Analysis. Symmetry 15(2): 507 (2023) - [j40]Chao Fu, Bingbing Hou, Min Xue, Leilei Chang, Weiyong Liu:
Extended Belief Rule-Based System With Accurate Rule Weights and Efficient Rule Activation for Diagnosis of Thyroid Nodules. IEEE Trans. Syst. Man Cybern. Syst. 53(1): 251-263 (2023) - [j39]Leilei Chang, Limao Zhang, Xiaobin Xu, Wenjun Chang:
Safety-Oriented Credibility-Based Fuzzy Incremental Learning for Predicting Dependent Outputs. IEEE Trans. Syst. Man Cybern. Syst. 53(1): 380-393 (2023) - 2022
- [j38]Leilei Chang, Limao Zhang, Xiaobin Xu:
Randomness-oriented Multi-dimensional Cloud-based belief rule Base approach for complex system modeling. Expert Syst. Appl. 203: 117283 (2022) - [j37]Leilei Chang, Xintao Song, Limao Zhang:
Uncertainty-oriented reliability and risk-based output control for complex systems with compatibility considerations. Inf. Sci. 606: 512-530 (2022) - [j36]Xu Tan, Leilei Chang, Yu-Wang Chen, Zhiyong Hao, Guohua Wu:
Cooperative and Distributed Multiobjective Optimization for Heterogeneous Belief Rule Base. IEEE Syst. J. 16(1): 777-788 (2022) - [j35]Zongfeng Qi, Leilei Chang, Fan Shi, Xiaojian Xu, Jing Feng:
Evolutionary Optimization for the Belief-Rule-Based System: Method and Applications. Symmetry 14(8): 1622 (2022) - [j34]Leilei Chang, Limao Zhang, Chao Fu, Yu-Wang Chen:
Transparent Digital Twin for Output Control Using Belief Rule Base. IEEE Trans. Cybern. 52(10): 10364-10378 (2022) - [j33]Wenjun Chang, Chao Fu, Leilei Chang, Shanlin Yang:
Triangular Bounded Consistency of Interval-Valued Fuzzy Preference Relations. IEEE Trans. Fuzzy Syst. 30(12): 5511-5525 (2022) - [j32]Leilei Chang, Chao Fu, Zijian Wu, Weiyong Liu:
A Data-Driven Method Using BRB With Data Reliability and Expert Knowledge for Complex Systems Modeling. IEEE Trans. Syst. Man Cybern. Syst. 52(11): 6729-6743 (2022) - 2021
- [j31]Leilei Chang, Limao Zhang:
Explainable data-driven optimization for complex systems with non-preferential multiple outputs using belief rule base. Appl. Soft Comput. 110: 107581 (2021) - [j30]Leilei Chang, Chao Fu, Wei Zhu, Weiyong Liu:
Belief rule mining using the evidential reasoning rule for medical diagnosis. Int. J. Approx. Reason. 130: 273-291 (2021) - [j29]Wei Zhu, Leilei Chang, Jianbin Sun, Guohua Wu, Xiaobin Xu, Xiaojian Xu:
Parallel multipopulation optimization for belief rule base learning. Inf. Sci. 556: 436-458 (2021) - [j28]Lei-Lei Chang, Limao Zhang, Xiaojian Xu:
Correlation-oriented complex system structural risk assessment using Copula and belief rule base. Inf. Sci. 564: 220-236 (2021) - [j27]Jiang Jiang, Leilei Chang, Limao Zhang, Xiaojian Xu:
Retraceable and online multi-objective active optimal control using belief rule base. Knowl. Based Syst. 233: 107553 (2021) - [j26]Leilei Chang, Xiaojian Xu, Zhun-ga Liu, Bin Qian, Xiaobin Xu, Yu-Wang Chen:
BRB Prediction With Customized Attributes Weights and Tradeoff Analysis for Concurrent Fault Diagnosis. IEEE Syst. J. 15(1): 1179-1190 (2021) - [j25]Zhi-Jie Zhou, Guan-Yu Hu, Chang-Hua Hu, Cheng-Lin Wen, Leilei Chang:
A Survey of Belief Rule-Base Expert System. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 4944-4958 (2021) - 2020
- [j24]Xiaobin Xu, Deqing Zhang, Yu Bai, Leilei Chang, Jianning Li:
Evidence reasoning rule-based classifier with uncertainty quantification. Inf. Sci. 516: 192-204 (2020) - [j23]Leilei Chang, Wei Dong, Jianbo Yang, Xinya Sun, Xiaobin Xu, Xiaojian Xu, Limao Zhang:
Hybrid belief rule base for regional railway safety assessment with data and knowledge under uncertainty. Inf. Sci. 518: 376-395 (2020) - [j22]Xiaojian Xu, Zhuangzhuang Zhao, Xiaobin Xu, Jianbo Yang, Leilei Chang, Xinping Yan, Guodong Wang:
Machine learning-based wear fault diagnosis for marine diesel engine by fusing multiple data-driven models. Knowl. Based Syst. 190: 105324 (2020) - [j21]Leilei Chang, Chao Fu, Zijian Wu, Weiyong Liu, Shanlin Yang:
Data-Driven Analysis of Radiologists' Behavior for Diagnosing Thyroid Nodules. IEEE J. Biomed. Health Informatics 24(11): 3111-3123 (2020)
2010 – 2019
- 2019
- [j20]Caiyun Niu, Leilei Chang, Jianbin Sun, Yu-Wang Chen:
Topological Analysis on the Belief Rule Base Space. IEEE Access 7: 857-865 (2019) - [j19]Jie Lei, Wei Dong, Leilei Chang, Xiaobin Xu, Xiaojian Xu:
Metro Traffic Prediction and Service-Oriented Scheduling Optimization Under Influence of Train Arrivals. IEEE Access 7: 166729-166739 (2019) - [j18]Gai-Ling Li, Zhi-Jie Zhou, Changhua Hu, Lei-Lei Chang, Hongtao Zhang, Chuanqiang Yu:
An optimal safety assessment model for complex systems considering correlation and redundancy. Int. J. Approx. Reason. 104: 38-56 (2019) - [j17]Leilei Chang, Yu-Wang Chen, Zhiyong Hao, Zhi-Jie Zhou, Xiaobin Xu, Xu Tan:
Indirect disjunctive belief rule base modeling using limited conjunctive rules: Two possible means. Int. J. Approx. Reason. 108: 1-20 (2019) - [j16]Lei-Lei Chang, Jiang Jiang, Jianbin Sun, Yu-Wang Chen, Zhi-Jie Zhou, Xiaobin Xu, Xu Tan:
Disjunctive belief rule base spreading for threat level assessment with heterogeneous, insufficient, and missing information. Inf. Sci. 476: 106-131 (2019) - [j15]Zuocheng Li, Bin Qian, Rong Hu, Leilei Chang, Jian-Bo Yang:
An elitist nondominated sorting hybrid algorithm for multi-objective flexible job-shop scheduling problem with sequence-dependent setups. Knowl. Based Syst. 173: 83-112 (2019) - [j14]Yu Zhou, Leilei Chang, Bin Qian:
A belief-rule-based model for information fusion with insufficient multi-sensor data and domain knowledge using evolutionary algorithms with operator recommendations. Soft Comput. 23(13): 5129-5142 (2019) - [j13]Zhichao Feng, Zhi-Jie Zhou, Changhua Hu, Leilei Chang, Guan-Yu Hu, Fujun Zhao:
A New Belief Rule Base Model With Attribute Reliability. IEEE Trans. Fuzzy Syst. 27(5): 903-916 (2019) - [j12]Lei-Lei Chang, Zhi-Jie Zhou, Huchang Liao, Yu-Wang Chen, Xu Tan, Francisco Herrera:
Generic Disjunctive Belief-Rule-Base Modeling, Inferencing, and Optimization. IEEE Trans. Fuzzy Syst. 27(9): 1866-1880 (2019) - 2018
- [j11]Rong Hu, Qinli Zhang, Bin Qian, Leilei Chang, Zhi-Jie Zhou:
An Effective Soft-Sensor Method Based on Belief-Rule-Base and Differential Evolution for Tipping Paper Permeability Measurement. Complex. 2018: 4378701:1-4378701:14 (2018) - [j10]Jianbin Sun, Jimmy Xiangji Huang, Leilei Chang, Jiang Jiang, Yuejin Tan:
BRBcast: A new approach to belief rule-based system parameter learning via extended causal strength logic. Inf. Sci. 444: 51-71 (2018) - [j9]Leilei Chang, Zhi-Jie Zhou, Yu-Wang Chen, Xiaobin Xu, Jianbin Sun, Tian-Jun Liao, Xu Tan:
Akaike Information Criterion-based conjunctive belief rule base learning for complex system modeling. Knowl. Based Syst. 161: 47-64 (2018) - [j8]Fu-Jun Zhao, Zhi-Jie Zhou, Chang-Hua Hu, Lei-Lei Chang, Zhiguo Zhou, Gai-Ling Li:
A New Evidential Reasoning-Based Method for Online Safety Assessment of Complex Systems. IEEE Trans. Syst. Man Cybern. Syst. 48(6): 954-966 (2018) - [j7]Lei-Lei Chang, Zhi-Jie Zhou, Yu-Wang Chen, Tian-Jun Liao, Yu Hu, Longhao Yang:
Belief Rule Base Structure and Parameter Joint Optimization Under Disjunctive Assumption for Nonlinear Complex System Modeling. IEEE Trans. Syst. Man Cybern. Syst. 48(9): 1542-1554 (2018) - 2017
- [j6]Long-Hao Yang, Ying-Ming Wang, Lei-Lei Chang, Yang-Geng Fu:
A disjunctive belief rule-based expert system for bridge risk assessment with dynamic parameter optimization model. Comput. Ind. Eng. 113: 459-474 (2017) - [c5]Qi Xiong, Guiming Chen, Zhaojun Mao, Tianjun Liao, Leilei Chang:
Computational requirments analysis on the conjunctive and disjunctive assumptions for The Belief Rule Base. ICMLC 2017: 236-240 - [c4]Leilei Chang, Tianjun Liao, Jiang Jiang:
A case study of the generation, description, modeling and assessment of technology system of systems. ISKE 2017: 1-7 - 2016
- [j5]Leilei Chang, Zhi-Jie Zhou, Yuan You, Longhao Yang, Zhiguo Zhou:
Belief rule based expert system for classification problems with new rule activation and weight calculation procedures. Inf. Sci. 336: 75-91 (2016) - [j4]Ying-Ming Wang, Long-Hao Yang, Yang-Geng Fu, Lei-Lei Chang, Kwai-Sang Chin:
Dynamic rule adjustment approach for optimizing belief rule-base expert system. Knowl. Based Syst. 96: 40-60 (2016) - [j3]Zhi-Jie Zhou, Leilei Chang, Chang-Hua Hu, Xiaoxia Han, Zhiguo Zhou:
A New BRB-ER-Based Model for Assessing the Lives of Products Using Both Failure Data and Expert Knowledge. IEEE Trans. Syst. Man Cybern. Syst. 46(11): 1529-1543 (2016) - [c3]Xiaochuan Guo, Xinchang Liu, Guiming Chen, Leilei Chang, Xiang Li:
Missile weapon system-of-systems optimization method based on information entropy. CITS 2016: 1-5 - [c2]Leilei Chang, Xiaowei Ma, Liuying Wang, Xiaodong Ling:
Comparative Analysis on the Conjunctive and Disjunctive Assumptions for the Belief Rule Base. CyberC 2016: 153-156 - 2015
- [j2]Leilei Chang, Jianbin Sun, Jiang Jiang, Mengjun Li:
Parameter learning for the belief rule base system in the residual life probability prediction of metalized film capacitor. Knowl. Based Syst. 73: 69-80 (2015) - 2013
- [j1]Leilei Chang, Yu Zhou, Jiang Jiang, Mengjun Li, Xiaohang Zhang:
Structure learning for belief rule base expert system: A comparative study. Knowl. Based Syst. 39: 159-172 (2013) - 2012
- [c1]Leilei Chang, Yanjing Lu, Qingsong Zhao, Jiang Jiang:
Technology System of Systems: Concepts and hierarchical structure. SoSE 2012: 269-274
Coauthor Index
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