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ORCIDShoufei Han
Person information
- affiliation: Nanjing University of Aeronautics and Astronautics, China
- affiliation (former): Shenyang Aerospace University, China
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2020 – today
- 2024
[b1]Changhe Li, Shoufei Han
, Sanyou Zeng, Shengxiang Yang:
Intelligent Optimization - Principles, Algorithms and Applications. Springer 2024, ISBN 978-981-97-3285-2, pp. 1-361- [j16]Xiaojing Liu, Xiaolin Qin, MengChu Zhou, Hao Sun, Shoufei Han:
Community-Based Dandelion Algorithm-Enabled Feature Selection and Broad Learning System for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 25(3): 2508-2521 (2024) - [j15]Qichao Mao, Jiujun Cheng, MengChu Zhou, Shangce Gao, Shoufei Han:
An Edge Computing-Based Autonomous Vehicle Group Cooperation Model in a Highway Scene. IEEE Trans. Veh. Technol. 73(7): 9682-9695 (2024) - 2023
- [j14]Shoufei Han, Kun Zhu, MengChu Zhou, Xiaojing Liu:
Evolutionary Weighted Broad Learning and Its Application to Fault Diagnosis in Self-Organizing Cellular Networks. IEEE Trans. Cybern. 53(5): 3035-3047 (2023) - [j13]Shoufei Han, Kun Zhu, MengChu Zhou, Hesham Alhumade, Abdullah Abusorrah:
Locating Multiple Equivalent Feature Subsets in Feature Selection for Imbalanced Classification. IEEE Trans. Knowl. Data Eng. 35(9): 9195-9209 (2023) - 2022
- [j12]Shoufei Han, Kun Zhu, MengChu Zhou, Xiaojing Liu, Haoyue Liu, Yusuf Al-Turki, Abdullah Abusorrah:
A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems. IEEE CAA J. Autom. Sinica 9(8): 1476-1489 (2022) - [j11]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 Trans. Intell. Transp. Syst. 23(11): 21492-21504 (2022) - [j10]Shoufei Han, Kun Zhu, MengChu Zhou:
Competition-Driven Dandelion Algorithms With Historical Information Feedback. IEEE Trans. Syst. Man Cybern. Syst. 52(2): 966-979 (2022) - [j9]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 Trans. Syst. Man Cybern. Syst. 52(12): 7845-7857 (2022) - 2021
- [j8]Shoufei Han, Kun Zhu, Ran Wang:
Improvement of evolution process of dandelion algorithm with extreme learning machine for global optimization problems. Expert Syst. Appl. 163: 113803 (2021) - [j7]Shou-Fei Han, Kun Zhu, MengChu Zhou, Xinye Cai:
Information-Utilization-Method-Assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection. IEEE Trans. Comput. Soc. Syst. 8(4): 856-869 (2021) - 2020
- [j6]Shoufei Han, Kun Zhu:
Fusion with distance-aware selection strategy for dandelion algorithm. Knowl. Based Syst. 205: 106282 (2020)
2010 – 2019
- 2018
- [j5]Changqing Gong, Shou-Fei Han, Xi-Guang Li, Liang Zhao, Xiao-Jing Liu:
A new dandelion algorithm and optimization for extreme learning machine. J. Exp. Theor. Artif. Intell. 30(1): 39-52 (2018) - 2017
- [j4]Xi-Guang Li, Shou-Fei Han, Chang-Qing Gong:
Analysis and Improvement of Fireworks Algorithm. Algorithms 10(1): 26 (2017) - [j3]Xi-Guang Li, Shou-Fei Han, Liang Zhao, Chang-Qing Gong, Xiao-Jing Liu:
Adaptive Mutation Dynamic Search Fireworks Algorithm. Algorithms 10(2): 48 (2017) - [j2]Xi-Guang Li, Shou-Fei Han, Liang Zhao, Chang-Qing Gong, Xiao-Jing Liu:
New Dandelion Algorithm Optimizes Extreme Learning Machine for Biomedical Classification Problems. Comput. Intell. Neurosci. 2017: 4523754:1-4523754:13 (2017) - [j1]Shou-Fei Han, Xi-Guang Li, Chang-Qing Gong:
基于模拟退火与高斯扰动的烟花优化算法 (Fireworks Optimization Algorithm Based on Simulated Annealing and Gaussian Perturbations). 计算机科学 44(5): 257-262 (2017) - [c2]Xi-Guang Li, Shou-Fei Han, Liang Zhao, Changqing Gong:
Adaptive Fireworks Algorithm Based on Two-Master Sub-population and New Selection Strategy. ICONIP (4) 2017: 70-79 - [c1]Changqing Gong, Yun Xiao, Mengfei Li, Shou-Fei Han, Na Lin, Zhenzhou Guo:
Ciphertext Retrieval Technology of Homomorphic Encryption Based on Cloud Pretreatment. ICONIP (5) 2017: 741-751
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