News
2024.07.07: Congratulations! Our work is accepted in the IEEE Transactions on Mobile Computing (CCF推荐A类期刊，中科院1区，IF: 7.700，top journal).
2024.02.29: Congratulations! Our work is accepted in the IEEE Transactions on Vehicular Technology (中科院2区，IF: 6.800，top journal).
2023.09.21: Congratulations! Our work is accepted in the IEEE Transactions on Intelligent Transportation Systems (中科院1区，IF: 9.551，top journal).
2022.11.03: Congratulations! Our work is accepted in the IEEE Transactions on Knowledge and Data Engineering (IF: 9.235，CCF推荐A类期刊).
2022.05.27: Congratulations! Our work is accepted in the IEEE Transactions on Intelligent Transportation Systems (中科院1区，IF: 9.551，top journal).
2022.04.20: Congratulations! Our work is accepted in the IEEE Transactions on Systems, Man and Cybernetics: Systems (中科院1区，IF: 11.471，top journal).
Biography
I received the Ph.D. degree in 2022.10. I has over ten publications, including IEEE TKDE, IEEE TSMC-Systems, IEEE TCYB, IEEE TITS, IEEE TCSS, KBS and ESWA. My current research interests include machine learning, intelligent optimization algorithms, extreme learning machine, and evolutionary computation. I am a reviewer of some international journals, such as IEEE TCYB, IEEE TNNLS, IEEE TITS and IEEE/CAA JAS.
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Shoufei Han; Kun Zhu; MengChu Zhou; Hesham Alhumade; Abdullah Abusorrah. Locating Multiple Equivalent Feature Subsets in Feature Selection for Imbalanced Classification.
IEEE Transactions on Knowledge and Data Engineering (IF: 9.235，CCF推荐A类期刊), 2022, Early Access.
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Shoufei Han; Kun Zhu; MengChu Zhou; Xiaojing Liu. Evolutionary Weighted Broad Learning and Its Application to Fault Diagnosis in Self-Organizing Cellular Networks.
IEEE Transactions on Cybernetics (IF: 19.118，中科院一区ToP), 2022, Early Access.
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Shoufei Han; Kun Zhu; MengChu Zhou; Xinye Cai. Competition-Driven Multimodal Multiobjective Optimization and Its Application to Feature Selection for Credit Card Fraud Detection.
IEEE Transactions on Systems, Man, and Cybernetics: Systems (IF: 11.471，中科院一区ToP), 2022, 52(12):7845-7857.
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Shoufei Han; Kun Zhu; MengChu Zhou. Competition-Driven Dandelion Algorithms With Historical Information Feedback.
IEEE Transactions on Systems, Man, and Cybernetics: Systems (IF: 11.471，中科院一区ToP), 2022, 52(2):966-979.
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Shoufei Han; Kun Zhu; MengChu Zhou; Xiaojing Liu. Joint Deployment Optimization and Flight Trajectory Planning for UAV Assisted IoT Data Collection: A Bilevel Optimization Approach.
IEEE Transactions on Intelligent Transportation Systems (IF: 9.551，中科院一区ToP), 2022, 23(11):21492-21504.
Professional Activities
Journal Reviewer
- IEEE Transactions on Cybernetics (IEEE TCYB)
- IEEE Transactions on Systems, Man, and Cybernetics: Systems (IEEE TSMC)
- IEEE Transactions on Intelligent Transportation Systems (IEEE TITS)
- IEEE Transactions on Computational Social Systems (IEEE TCSS)
- IEEE Transactions on Network Science and Engineering (IEEE TNSE)
- IEEE/CAA Journal of Automatica Sinica (IEEE JAS)
- Expert Systems with Applications (ESWA)
- ......
Projects
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2024 - 2026 基于演化计算的高维特征选择方法研究 主持, 在研
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2021 - 2024 分布式航电系统的约束多目标双层紧耦合配置优化 参与, 在研
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2020 - 2023 无人蜂群典型作战样式与分布式自主协同技术研究 参与, 在研
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2018 - 2021 面向路由可靠性和区分服务的VANET普适性路由算法研究 参与, 结题
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2016 - 2018 中航601所虚拟机故障预警研究 参与, 结题
Award
- 博士研究生国家奖学金
- 中航科技二等奖学金
- 苏州工业园区奖学金
- 博士优秀毕业生
- 硕士研究生国家奖学金
- 省优秀硕士论文
- 省优秀毕业生
- 市优秀研究生
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