Zhenan He

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 25

Top Topics

Evolutionary Algorithm

Industrial Environment

Pareto Optimality

Multiobjective Optimization

Top Venues

IEEE Trans. Evol. Comput.

IEEE Trans. Cybern.

Publications

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) (2023)
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) (2023)
Quying He, Zhenan He, Suling Duan, Yuyanzhen Zhong
Multi-objective interval portfolio optimization modeling and solving for margin trading. Swarm Evol. Comput. 75 (2022)
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) (2022)
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 (2022)
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) (2022)
Yidan Zhang, Yu Wan, Dayiheng Liu, Baosong Yang, Zhenan He
RMBR: A Regularized Minimum Bayes Risk Reranking Framework for Machine Translation. CoRR (2022)
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) (2022)
Jiahui Duan, Zhenan He, Gary G. Yen
Robust Multiobjective Optimization for Vehicle Routing Problem With Time Windows. IEEE Trans. Cybern. 52 (8) (2022)
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) (2022)
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 (2022)
Kai Zhang, Gary G. Yen, Zhenan He
Evolutionary Algorithm for Knee-Based Multiple Criteria Decision Making. IEEE Trans. Cybern. 51 (2) (2021)
Zhenan He, Gary G. Yen, Jinliang Ding
Knee-Based Decision Making and Visualization in Many-Objective Optimization. IEEE Trans. Evol. Comput. 25 (2) (2021)
Yidan Zhang, Youheng Zhen, Zhenan He, Gary G. Yen
Improvement of Efficiency in Evolutionary Pruning. IJCNN (2021)
Zhenan He, Gary G. Yen, Jiancheng Lv
Evolutionary Multiobjective Optimization With Robustness Enhancement. IEEE Trans. Evol. Comput. 24 (3) (2020)
Dongbo Liu, Zhenan He, Dongdong Chen, Jiancheng Lv
A Network Framework for Small-Sample Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Chenwei Tang, Xue Yang, Jiancheng Lv, Zhenan He
Zero-shot learning by mutual information estimation and maximization. Knowl. Based Syst. 194 (2020)
Zhenan He, Gary G. Yen, Zhang Yi
Robust Multiobjective Optimization via Evolutionary Algorithms. IEEE Trans. Evol. Comput. 23 (2) (2019)
Chenwei Tang, Kun Xu, Zhenan He, Jiancheng Lv
Exaggerated portrait caricatures synthesis. Inf. Sci. 502 (2019)
Bolin Wu, Wang Hu, Zhenan He, Min Jiang, Gary G. Yen
A Many-Objective Particle Swarm Optimization Based On Virtual Pareto Front. CEC (2018)
Zhenan He, Gary G. Yen
Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy. IEEE Trans. Evol. Comput. 21 (2) (2017)
Zhenan He, Gary G. Yen
Comparison of visualization approaches in many-objective optimization. CEC (2017)
Zhenan He, Gary G. Yen
An improved visualization approach in many-objective optimization. CEC (2016)
Zhenan He, Gary G. Yen
Visualization and Performance Metric in Many-Objective Optimization. IEEE Trans. Evol. Comput. 20 (3) (2016)
Zhenan He, Gary G. Yen
Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement. IEEE Trans. Evol. Comput. 20 (1) (2016)
Zhenan He, Gary G. Yen, Jun Zhang
Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 18 (2) (2014)
Gary G. Yen, Zhenan He
Performance Metric Ensemble for Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 18 (1) (2014)
Zhenan He, Gary G. Yen
Comparison of many-objective evolutionary algorithms using performance metrics ensemble. Adv. Eng. Softw. 76 (2014)
Zhenan He, Gary G. Yen
Diversity improvement in Decomposition-Based Multi-Objective Evolutionary Algorithm for many-objective optimization problems. SMC (2014)
Zhenan He, Gary G. Yen
Ranking many-objective Evolutionary Algorithms using performance metrics ensemble. IEEE Congress on Evolutionary Computation (2013)
Zhenan He, Gary G. Yen
A new fitness evaluation method based on fuzzy logic in multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation (2012)
Zhenan He, Gary G. Yen
An ensemble method for performance metrics in multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation (2011)