Published Books
- [1]Chen Zhang(研究生), Changsheng Zhang, Informer Based Method for Stock Intraday Price Prediction, International Journal of Computational Intelligence and Applications. 2024.（SCI,已录用）
- [2]Yufei Yang(研究生), Changsheng Zhang(通信作者), Yi Liu, Jiaxu Ning, Ying Guo, Deep reinforcement learning assisted novelty search in Voronoi regions for constrained multi-objective optimization, Swarm and Evolutionary Computation, Volume 91,2024,101732, https://doi.org/10.1016/j.swevo.2024.101732.(中科院一区，影响因子8.2)
- [3]Haitong Zhao(研究生), Changsheng Zhang(通信作者), Bing Xue, Mengjie Zhang, Bin Zhang. A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation, IEEE Transactions on Evolutionary Computation, vol. 28, no. 3, pp. 810-824, June 2024, doi: 10.1109/TEVC.2022.3231387.(中科院一区，影响因子14.3).
- [4]Chen Zhang(研究生), Liming Liu, Yufei Yang, Yu Sun, Jiaxu Ning, Yu Zhang, Changsheng Zhang(通信作者), Ying Guo. An opposition-based learning-based search mechanism for flying foxes optimization algorithm. Computers, Materials & Continua, 79(3), 5201-5223,2024. https://doi.org/10.32604/cmc.2024.050863.(SCI)
- [5]Zheng, Xuanyu(研究生), Changsheng Zhang, Yang An, and Bin Zhang, A Metaheuristic Framework with Experience Reuse for Dynamic Multi-Objective Big Data Optimization. Applied Sciences. 2024; 14(11):4878. https://doi.org/10.3390/app14114878.(SCI)
- [6]Yufei Yang(研究生), Changsheng Zhang(通信作者), Bin Zhang, Jiaxu Ning, A reinforcement learning assisted evolutionary algorithm for constrained multi-task optimization, Information Sciences, 2024, 120863, https://doi.org/10.1016/j.ins.2024.120863.(中科院一区，影响因子8.1)
- [7]Xingjun Dong（研究生）, Changsheng Zhang（通信作者）, Junhao Wang, Yao Chen, Dawei Wang, Real-time detection of surface cracking defects for large-sized stamped parts,Computers in Industry, Volumes 159–160, 2024,104105, https://doi.org/10.1016/j.compind.2024.104105.（中科院一区，影响因子10.0）
- [8]Chunyu Pan(研究生), Jie Wang, Di Yan, Changsheng Zhang(通信作者), Xizhe Zhang, A fast algorithm for diffusion source localization in large-scale complex networks, Journal of Complex Networks, 12(2):1-9, April 2024, https://doi.org/10.1093/comnet/cnae014.（JCR，二区）
- [9]B. Sun(研究生), C. Zhang(通信作者), H. Zhao et al., Scalable benchmarks and performance measures for dynamic multi-objective optimization, Applied Soft Computing (2024), doi:https://doi.org/10.1016/j.asoc.2024.111600.（中科院一区，影响因子8.7）
- [10]Xiaoye Wang(研究生), Changsheng Zhang（通信作者）, Tao Wang. Benchmark for welding gun fault prediction with multivariate time series data. Scientific Data, 11, 83 (2024). https://doi.org/10.1038/s41597-024-02914-z. (Nature子刊，影响因子10.8).