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Employment (1)

Tsinghua University: Beijing, Beijing, CN

Ph.D. Candidate (Department of Automation )
Employment
Source: Self-asserted source
Zeyi Liu

Works (25)

CADM+: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment

IEEE Transactions on Neural Networks and Learning Systems
2025-03 | Journal article
DOI: 10.1109/TNNLS.2024.3369315
Contributors: Songqiao Hu; Zeyi Liu; Minyue Li; Xiao He
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Crossref

A Discrimination-Guided Active Learning Method Based on Marginal Representations for Industrial Compound Fault Diagnosis

IEEE Transactions on Automation Science and Engineering
2024 | Journal article
DOI: 10.1109/TASE.2023.3325271
Contributors: Zeyi Liu; Jingfei Zhang; Xiao He
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Crossref

A Real-Time Adaptive Fault Diagnosis Scheme for Dynamic Systems With Performance Degradation

IEEE Transactions on Reliability
2024 | Journal article
DOI: 10.1109/TR.2023.3324539
Contributors: Xiao He; Chen Li; Zeyi Liu
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Crossref

Contrastive Preference-Guided Active Learning Approach Based on Ranking Correlation for Real-Time Safety Assessment

IEEE Transactions on Automation Science and Engineering
2024 | Journal article
DOI: 10.1109/TASE.2024.3401470
Contributors: Zeyi Liu; Xiao He
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Crossref

Dynamic Submodular-Based Learning Strategy in Imbalanced Drifting Streams for Real-Time Safety Assessment in Nonstationary Environments

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2023.3294788
Contributors: Zeyi Liu; Xiao He
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Crossref

Game-Theoretic Expert Importance Evaluation Model Guided by Cooperation Effects for Social Network Group Decision Making

IEEE Transactions on Emerging Topics in Computational Intelligence
2024 | Journal article
DOI: 10.1109/TETCI.2024.3372410
Contributors: Zeyi Liu; Tao Wen; Yong Deng; Hamido Fujita
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Crossref

Imbalanced Real-Time Fault Diagnosis Based on Minority-Prioritized Online Semi-Supervised Random Vector Functional Link Network

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2024.3400344
Contributors: Pengyu Han; Shijin Chen; Zeyi Liu; Xiao He
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Crossref

Online Minority Cluster-Informed Semi-Supervised Random Vector Functional Link Network for Multi-Mode Intermittent Fault Diagnosis

IEEE Transactions on Industrial Cyber-Physical Systems
2024 | Journal article
DOI: 10.1109/TICPS.2024.3434788
Contributors: Wei Li; Pengyu Han; Zeyi Liu; Xiao He; Limin Wang; Tao Zhang
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Crossref

Formulating opinion dynamics from belief formation, diffusion and updating in social network group decision-making: Towards developing a holistic framework

European Journal of Operational Research
2024-12 | Journal article
DOI: 10.1016/j.ejor.2024.12.015
Contributors: Tao Wen; Rui Zheng; Ting Wu; Zeyi Liu; Mi Zhou; Tahir Abbas Syed; Darminder Ghataoura; Yu-wang Chen
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Crossref

Online Dynamic Hybrid Broad Learning System for Real-Time Safety Assessment of Dynamic Systems

IEEE Transactions on Knowledge and Data Engineering
2024-12 | Journal article
DOI: 10.1109/TKDE.2024.3475028
Contributors: Zeyi Liu; Xiao He
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Crossref

A Review on Incremental Learning-based Fault Diagnosis of Dynamic Systems

2024-09-20 | Preprint
DOI: 10.36227/techrxiv.172683989.93832904/v1
Contributors: Zeyi Liu; Xiao He; Biao Huang; Donghua Zhou
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Crossref

Dynamic Model Interpretation-Guided Online Active Learning Scheme for Real-Time Safety Assessment

IEEE Transactions on Cybernetics
2024-05 | Journal article
DOI: 10.1109/TCYB.2023.3339242
Contributors: Xiao He; Zeyi Liu
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Crossref

Evidential Ensemble Preference-Guided Learning Approach for Real-Time Multimode Fault Diagnosis

IEEE Transactions on Industrial Informatics
2024-04 | Journal article
DOI: 10.1109/TII.2023.3332112
Contributors: Zeyi Liu; Chen Li; Xiao He
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Crossref

A Robust Evidential Multisource Data Fusion Approach Based on Cooperative Game Theory and Its Application in EEG

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2024-02 | Journal article
DOI: 10.1109/TSMC.2023.3318637
Contributors: Zeyi Liu; Fuyuan Xiao; Chin-Teng Lin; Zehong Cao
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Crossref

Ivrr-PPG: An Illumination Variation Robust Remote-PPG Algorithm for Monitoring Heart Rate of Drivers

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3271760
Contributors: Ming Xu; Guang Zeng; Yongjun Song; Yue Cao; Zeyi Liu; Xiao He
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Crossref

Real-Time Safety Assessment for Dynamic Systems With Limited Memory and Annotations

IEEE Transactions on Intelligent Transportation Systems
2023 | Journal article
DOI: 10.1109/TITS.2023.3266256
Contributors: Zeyi Liu; Xiao He
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Crossref

An Online Active Broad Learning Approach for Real-Time Safety Assessment of Dynamic Systems in Nonstationary Environments

IEEE Transactions on Neural Networks and Learning Systems
2023-10 | Journal article
DOI: 10.1109/TNNLS.2022.3222265
Contributors: Zeyi Liu; Yi Zhang; Zhongjun Ding; Xiao He
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Crossref

Fault Diagnosis of Rotating Machinery With Limited Expert Interaction: A Multicriteria Active Learning Approach Based on Broad Learning System

IEEE Transactions on Control Systems Technology
2023-03 | Journal article
DOI: 10.1109/TCST.2022.3200214
Contributors: Zeyi Liu; Jingfei Zhang; Xiao He; Qinghua Zhang; Guoxi Sun; Donghua Zhou
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Crossref

Measure-Based Group Decision-Making With Principle-Guided Social Interaction Influence for Incomplete Information: A Game Theoretic Perspective

IEEE Transactions on Fuzzy Systems
2022-04 | Journal article
DOI: 10.1109/TFUZZ.2021.3053324
Contributors: Zeyi Liu; Yong Deng; Ronald R. Yager
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Crossref

A dynamic group MCDM model with intuitionistic fuzzy set: Perspective of alternative queuing method

Information Sciences
2021 | Journal article
DOI: https://doi.org/10.1016/j.ins.2020.12.033
Part of ISSN: 0020-0255
Source: Self-asserted source
Zeyi Liu

Safety Assessment of Dynamic Systems: An Evidential Group Interaction-Based Fusion Design

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
DOI: 10.1109/TIM.2021.3101317
Contributors: Zeyi Liu; Yong Deng; Yi Zhang; Zhongjun Ding; Xiao He
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Crossref

A Generalized Golden Rule Representative Value for Multiple-Criteria Decision Analysis

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2021-05 | Journal article
DOI: 10.1109/TSMC.2019.2919243
Contributors: Zeyi Liu; Fuyuan Xiao; Chin-Teng Lin; Byeong Ho Kang; Zehong Cao
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Crossref

Network-based evidential three-way theoretic model for large-scale group decision analysis

Information Sciences
2021-02 | Journal article
DOI: 10.1016/j.ins.2020.08.042
Contributors: Zeyi Liu; Xiao He; Yong Deng
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Crossref

An intuitionistic linguistic MCDM model based on probabilistic exceedance method and evidence theory

Applied Intelligence
2020-06 | Journal article
DOI: 10.1007/s10489-020-01638-y
Part of ISSN: 0924-669X
Part of ISSN: 1573-7497
Source: Self-asserted source
Zeyi Liu

An interval-valued exceedance method in MCDM with uncertain satisfactions

International Journal of Intelligent Systems
2019 | Journal article
DOI: 10.1002/int.22171
Source: Self-asserted source
Zeyi Liu

Peer review (8 reviews for 4 publications/grants)

Review activity for Digital chemical engineering. (1)
Review activity for Energy. (2)
Review activity for Engineering applications of artificial intelligence. (4)
Review activity for Heliyon. (1)
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