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26 changes: 13 additions & 13 deletions _data/publications.yml
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main:

- title: "Imbalanced Real-Time Fault Diagnosis Based on Minority-Prioritized Online Semi-Supervised Random Vector Functional Link Network"
- title: "Imbalanced Real-Time Fault Diagnosis Based on Minority-Prioritized Online Semi-Supervised RVFL Network"
authors: Pengyu Han, Shijin Chen, <strong>Zeyi Liu</strong>, Xiao He* (*Corresponding author)
conference_short: IEEE TIM
conference: "IEEE Transactions on Instrumentation and Measurement"
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image: ./assets/img/pics/HanPY01.png
others: vol. 73, pp. 1-10, 2024

- title: "Contrastive Preference-Guided Active Learning Approach Based on Ranking Correlation for Chunk-Level Real-Time Safety Assessment"
- title: "Contrastive Preference-Guided Active Learning Approach Based on Ranking Correlation for Chunk-Level RTSA"
authors: <strong>Zeyi Liu</strong>, Xiao He* (*Corresponding author)
conference_short: IEEE TASE
conference: "IEEE Transactions on Automation Science and Engineering"
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image: ./assets/img/pics/MCC5-Tsinghua-Gearbox.png
others: vol. 54, no. 110453, 2024

- title: "CADM+: Confusion-Based Learning Framework with Drift Detection and Adaptation for Chunk-Level Real-Time Safety Assessment"
- title: "CADM+: Confusion-Based Learning Framework with Drift Detection and Adaptation for Chunk-Level RTSA"
authors: Songqiao Hu, <strong>Zeyi Liu</strong>, Minyue Li, Xiao He* (*Corresponding author)
conference_short: IEEE TNNLS
conference: "IEEE Transactions on Neural Networks and Learning Systems"
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image: ./assets/img/pics/HuSQ01.png
others: In Press, 2024

- title: "Game-Theoretic Expert Importance Evaluation Model Guided by Cooperation Effects for Social Network Group Decision Making"
- title: "Game-Theoretic Expert Importance Evaluation Model Guided by Cooperation Effects for SNGDM"
authors: <strong>Zeyi Liu</strong>, Tao Wen, Yong Deng*, and Hamido Fujita (*Corresponding author)
conference_short: IEEE TETCI
conference: "IEEE Transactions on Emerging Topics in Computational Intelligence"
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authors: <strong>Zeyi Liu</strong>, Chen Li, Xiao He* (*Corresponding author)
conference_short: IEEE TII
conference: "IEEE Transactions on Industrial Informatics"
notes: IF = 12.3 • CAA-A+ • CCF-C
notes: IF = 12.3 • CAA-A+
pdf: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10342662
bibtex: https://scholar.googleusercontent.com/scholar.bib?q=info:A858-kw3Py8J:scholar.google.com/&output=citation&scisdr=ClGW_-5JEOeX6CMeGBk:AFWwaeYAAAAAZYMYABj2I3PK4GFdmOasDTZ-8Es&scisig=AFWwaeYAAAAAZYMYAJWgH01qSuwhYaPGEGQHf20&scisf=4&ct=citation&cd=-1&hl=zh-CN
image: ./assets/img/pics/LiuZY09.png
others: vol. 20, no. 4, pp. 5495-5504, 2024

- title: "A Discrimination-Guided Active Learning Method Based on Marginal Representations for Industrial Compound Fault Diagnosis"
- title: "A Discrimination-Guided Active Learning Method Based on Marginal Representations for Industrial CFD"
authors: <strong>Zeyi Liu</strong>, Jingfei Zhang, Xiao He* (*Corresponding author)
conference_short: IEEE TASE
conference: "IEEE Transactions on Automation Science and Engineering"
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image: ./assets/img/pics/LiC02.png
others: vol. 73, no. 2, pp. 1231-1244, 2024

- title: "A Robust Evidential Multi-source Data Fusion Approach Based on Cooperative Game Theory and Its Application in EEG"
- title: "A Robust Evidential Multi-source Data Fusion Approach Based on CGT and Its Application in EEG"
authors: <strong>Zeyi Liu</strong>, Fuyuan Xiao*, Chin-Teng Lin, Zehong Cao (*Corresponding author)
conference_short: IEEE TSMCA
conference: "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
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image: ./assets/img/pics/Liu-Xiao02.png
others: vol. 54, no. 2, pp. 729-740, 2024

- title: "Dynamic Submodular-Based Learning Strategy in Imbalanced Drifting Streams for Real-Time Safety Assessment in Nonstationary Environments"
- title: "Dynamic Submodular-Based Learning Strategy in Imbalanced Drifting Streams for RTSA in Nonstationary Environments"
authors: <strong>Zeyi Liu</strong>, Xiao He* (*Corresponding author)
conference_short: IEEE TNNLS
conference: "IEEE Transactions on Neural Networks and Learning Systems"
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image: ./assets/img/pics/LiuZY05.png
others: vol. 24, no. 9, pp. 10076-10086, Sept. 2023

- title: "An Online Active Broad Learning Approach for Real-Time Safety Assessment of Dynamic Systems in Nonstationary Environments"
- title: "An Online Active Broad Learning Approach for RTSA of Dynamic Systems in Nonstationary Environments"
authors: <strong>Zeyi Liu</strong>, Yi Zhang, Zhongjun Ding, Xiao He* (*Corresponding author)
conference_short: IEEE TNNLS
conference: IEEE Transactions on Neural Networks and Learning Systems
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image: ./assets/img/pics/LiuZY03.png
others: vol. 34, no. 10, pp. 6714-6724, 2023

- title: "Fault Diagnosis of Rotating Machinery with Limited Expert Interaction: A Multicriteria Active Learning Approach Based on Broad Learning System"
- title: "RMFD with Limited Expert Interaction: A Multicriteria Active Learning Approach Based on BLS"
authors: <strong>Zeyi Liu</strong>, Jingfei Zhang, Xiao He*, Qinghua Zhang, Guoxi Sun, Donghua Zhou (*Corresponding author)
conference_short: IEEE TCST
conference: IEEE Transactions on Control Systems Technology
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image: ./assets/img/pics/LiuZY04.png
others: vol. 31, no. 2, pp. 953-960, 2023

- title: "Measure-Based Group Decision Making with Principle-Guided Social Interaction Influence for Incomplete Information: A Game Theoretic Perspective"
- title: "Measure-Based GDM with Principle-Guided Social Interaction Influence for Incomplete Information: A Game Theoretic Perspective"
authors: <strong>Zeyi Liu</strong>, Yong Deng*, Ronald R. Yager (*Corresponding author)
conference_short: IEEE TFS
conference: IEEE Transactions on Fuzzy Systems
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Conference:

- title: "Online Dynamic Semi-supervised Broad Learning System for Real-time Fault Diagnosis with Variable Working Conditions"
- title: "Online Dynamic Semi-supervised Broad Learning System for RTFD with Variable Working Conditions"
authors: <strong>Zeyi Liu</strong>, Pengyu Han, Wei Li, Shijin Chen, Xiao He* (*Corresponding author)
conference_short: CPCC 2024
conference: The 34th Chinese Process Control Conference
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image: ./assets/img/pics/CPCC2024.png
others:

- title: "Real-Time Safety Assessment of Dynamic Systems in Non-Stationary Environments: A Review of Methods and Techniques"
- title: "RTSA of Dynamic Systems in Non-Stationary Environments: A Review of Methods and Techniques"
authors: <strong>Zeyi Liu</strong>, Songqiao Hu, Xiao He* (*Corresponding author)
conference_short: SAFEPROCESS 2023
conference: 2023 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes
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<h2 style="margin: 60px 0px 10px;">📰 News</h2>

<ul>
<li><strong>[Jul. 2024]</strong> One survey paper has been accepted by <a href="http://www.aas.net.cn"> Acta Automatica Sinica</a>.</li>
<li><strong>[Jul. 2024]</strong> One paper has been accepted by <a href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=9984155"> IEEE TICPS</a>.</li>
<li><strong>[May 2024]</strong> One paper has been accepted by <a href="http://2024.cn-tcpc.org/home/"> CPCC 2024</a>.</li>
<li><strong>[May 2024]</strong> One paper has been accepted by <a href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?reload=true&punumber=19">IEEE TIM</a>.</li>
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<li>
<div class="pub-row">
<div class="col-sm-3 abbr" style="position: relative;padding-right: 5px;padding-left: 0px;">
<img src="{{ link.image }}" class="teaser img-fluid z-depth-1" style="width: 250px; height: 120px;">
<img src="{{ link.image }}" class="teaser img-fluid z-depth-1" style="width: 260px; height: 140px;">
<abbr class="badge">{{ link.conference_short }}</abbr>
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<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
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<div class="publications">
<ol class="bibliography">

<p style="color: #6C3082; font-size: 25px; font-weight: bold; marginal-left: 200px">Datasets </p>

{% for link in site.data.resources.main %}

<li>
<div class="pub-row">
<div class="col-sm-3 abbr" style="position: relative;padding-right: 5px;padding-left: 0px;">
<img src="{{ link.image }}" class="teaser img-fluid z-depth-1" style="width: 250px; height: 120px;">
<img src="{{ link.image }}" class="teaser img-fluid z-depth-1" style="width: 260px; height: 140px;">
<abbr class="badge">{{ link.conference_short }}</abbr>
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
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<h4 style="margin:0 10px 0;">Social Services</h4>

* ** Invited Session Organizer for ICAIS & ISAS** 2024

<h4 style="margin:0 10px 0;">PC Member</h4>

* Invited Session Organizer for ICAIS & ISAS 2024
* Co-Chair of *Learning-based Real-time Fault Diagnosis and Safety Control* Session in ICAIS & ISAS 2024

<h4 style="margin:0 10px 0;">Talks and Presentations</h4>

* Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques, CAA SAFEPROCESS 2023, in Sept., Yibin, Sichuan, China
* Real-time Safety Assessment of Dynamic Systems: Research Paradigms, Analysis, and Challenges, ICAIS&ISAS 2024, in May, Chongqing, China
* Real-time Safety Assessment of Dynamic Systems: Research Paradigms, Analysis, and Challenges, ICAIS & ISAS 2024, in May, Chongqing, China
* Online Dynamic Semi-supervised Broad Learning System for Real-time Fault Diagnosis with Variable Working Conditions, CPCC 2024, in Jul., Sanya, Hainan, China




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