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ORCIDZhenan He 0001
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- affiliation: Sichuan University, Chengdu, China
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Journal Articles
- 2023
[j23]Suling Duan
, Shanlin Jiang, Huan Dai, Luping Wang, Zhenan He:
The applications of hybrid approach combining exact method and evolutionary algorithm in combinatorial optimization. J. Comput. Des. Eng. 10(3): 934-946 (2023)- [j22]Shanlin Jiang, Gary G. Yen, Zhenan He:
A Multiscenario Optimization Evolutionary Algorithm Based on Transfer Framework. IEEE Trans. Evol. Comput. 27(6): 1663-1677 (2023) - [j21]Jianming Chen, Guangjin Wang, Jiancheng Lv, Zhenan He, Taibo Yang, Chenwei Tang:
Open-Set Classification for Signal Diagnosis of Machinery Sensor in Industrial Environment. IEEE Trans. Ind. Informatics 19(3): 2574-2584 (2023) - 2022
- [j20]Chenwei Tang, Caiyang Yu, Yi Gao, Jianming Chen, Jiaming Yang, Jiulin Lang, Chuan Liu, Ling Zhong, Zhenan He, Jiancheng Lv:
Deep learning in nuclear industry: A survey. Big Data Min. Anal. 5(2): 140-160 (2022) - [j19]Yidan Zhang, Guangjin Wang, Taibo Yang, Tianfeng Pang, Zhenan He, Jiancheng Lv:
Compression of deep neural networks: bridging the gap between conventional-based pruning and evolutionary approach. Neural Comput. Appl. 34(19): 16493-16514 (2022) - [j18]Yuan Li, Jian Wang, Weibo Liang, Hui Xue, Zhenan He, Jiancheng Lv, Lin Zhang:
CR-GAN: Automatic craniofacial reconstruction for personal identification. Pattern Recognit. 124: 108400 (2022) - [j17]Quying He, Zhenan He, Suling Duan, Yuyanzhen Zhong:
Multi-objective interval portfolio optimization modeling and solving for margin trading. Swarm Evol. Comput. 75: 101141 (2022) - [j16]Jiahui Duan, Zhenan He, Gary G. Yen:
Robust Multiobjective Optimization for Vehicle Routing Problem With Time Windows. IEEE Trans. Cybern. 52(8): 8300-8314 (2022) - [j15]Chenwei Tang, Zhenan He, Yunxia Li, Jiancheng Lv:
Zero-Shot Learning via Structure-Aligned Generative Adversarial Network. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6749-6762 (2022) - [j14]Dongbo Liu, Zhenan He, Dongdong Chen, Jiancheng Lv:
An Improved Dual-Channel Network to Eliminate Catastrophic Forgetting. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 415-425 (2022) - 2021
- [j13]Kai Zhang, Gary G. Yen, Zhenan He:
Evolutionary Algorithm for Knee-Based Multiple Criteria Decision Making. IEEE Trans. Cybern. 51(2): 722-735 (2021) - [j12]Zhenan He, Gary G. Yen, Jinliang Ding:
Knee-Based Decision Making and Visualization in Many-Objective Optimization. IEEE Trans. Evol. Comput. 25(2): 292-306 (2021) - 2020
- [j11]Chenwei Tang, Xue Yang, Jiancheng Lv, Zhenan He:
Zero-shot learning by mutual information estimation and maximization. Knowl. Based Syst. 194: 105490 (2020) - [j10]Zhenan He, Gary G. Yen, Jiancheng Lv:
Evolutionary Multiobjective Optimization With Robustness Enhancement. IEEE Trans. Evol. Comput. 24(3): 494-507 (2020) - [j9]Dongbo Liu, Zhenan He, Dongdong Chen, Jiancheng Lv:
A Network Framework for Small-Sample Learning. IEEE Trans. Neural Networks Learn. Syst. 31(10): 4049-4062 (2020) - 2019
- [j8]Chenwei Tang, Kun Xu, Zhenan He, Jiancheng Lv:
Exaggerated portrait caricatures synthesis. Inf. Sci. 502: 363-375 (2019) - [j7]Zhenan He, Gary G. Yen, Zhang Yi:
Robust Multiobjective Optimization via Evolutionary Algorithms. IEEE Trans. Evol. Comput. 23(2): 316-330 (2019) - 2017
- [j6]Zhenan He, Gary G. Yen:
Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy. IEEE Trans. Evol. Comput. 21(2): 220-233 (2017) - 2016
- [j5]Zhenan He, Gary G. Yen:
Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement. IEEE Trans. Evol. Comput. 20(1): 145-160 (2016) - [j4]Zhenan He, Gary G. Yen:
Visualization and Performance Metric in Many-Objective Optimization. IEEE Trans. Evol. Comput. 20(3): 386-402 (2016) - 2014
- [j3]Zhenan He, Gary G. Yen:
Comparison of many-objective evolutionary algorithms using performance metrics ensemble. Adv. Eng. Softw. 76: 1-8 (2014) - [j2]Gary G. Yen, Zhenan He:
Performance Metric Ensemble for Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 18(1): 131-144 (2014) - [j1]Zhenan He, Gary G. Yen, Jun Zhang:
Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 18(2): 269-285 (2014)
Conference and Workshop Papers
- 2021
- [c8]Yidan Zhang, Youheng Zhen, Zhenan He, Gary G. Yen:
Improvement of Efficiency in Evolutionary Pruning. IJCNN 2021: 1-8 - 2018
- [c7]Bolin Wu, Wang Hu, Zhenan He, Min Jiang, Gary G. Yen:
A Many-Objective Particle Swarm Optimization Based On Virtual Pareto Front. CEC 2018: 1-8 - 2017
- [c6]Zhenan He, Gary G. Yen:
Comparison of visualization approaches in many-objective optimization. CEC 2017: 357-363 - 2016
- [c5]Zhenan He, Gary G. Yen:
An improved visualization approach in many-objective optimization. CEC 2016: 1618-1625 - 2014
- [c4]Zhenan He, Gary G. Yen:
Diversity improvement in Decomposition-Based Multi-Objective Evolutionary Algorithm for many-objective optimization problems. SMC 2014: 2409-2414 - 2013
- [c3]Zhenan He, Gary G. Yen:
Ranking many-objective Evolutionary Algorithms using performance metrics ensemble. IEEE Congress on Evolutionary Computation 2013: 2480-2487 - 2012
- [c2]Zhenan He, Gary G. Yen:
A new fitness evaluation method based on fuzzy logic in multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation 2012: 1-8 - 2011
- [c1]Zhenan He, Gary G. Yen:
An ensemble method for performance metrics in multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation 2011: 1724-1729
Informal and Other Publications
- 2023
- [i5]Junzhe Xu, Suling Duan, Chenwei Tang, Zhenan He, Jiancheng Lv:
Attribute Localization and Revision Network for Zero-Shot Learning. CoRR abs/2310.07548 (2023) - [i4]Chenwei Tang, Wenqiang Zhou, Dong Wang, Caiyang Yu, Zhenan He, Jizhe Zhou, Shudong Huang, Yi Gao, Jianming Chen, Wentao Feng, Jiancheng Lv:
Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation. CoRR abs/2311.04247 (2023) - [i3]Hai Zhang, Junzhe Xu, Shanlin Jiang, Zhenan He:
Simple Semantic-Aided Few-Shot Learning. CoRR abs/2311.18649 (2023) - 2022
- [i2]Jiahui Duan, Xialiang Tong, Fei Ni, Zhenan He, Lei Chen, Mingxuan Yuan:
A Data-Driven Column Generation Algorithm For Bin Packing Problem in Manufacturing Industry. CoRR abs/2202.12466 (2022) - [i1]Yidan Zhang, Yu Wan, Dayiheng Liu, Baosong Yang, Zhenan He:
RMBR: A Regularized Minimum Bayes Risk Reranking Framework for Machine Translation. CoRR abs/2203.00201 (2022)
Coauthor Index
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