张长胜（教授）
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- 博士生导师 硕士生导师
- 电子邮箱：
- 办公地点：浑南信息学馆B528
- 在职信息：在职
- 毕业院校：吉林大学
- 所属院系：软件学院
- 通讯/办公地址：
- 办公室电话：
- 邮箱：
2024发表论文
- 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）,2024
- 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),2024
- 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).,2024
- 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),2024
- 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),2024
- 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),2024
- 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）,2024
- 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）,2024
- 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）,2024
- 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).,2024
- Yuxiao Yan(研究生), Changsheng Zhang（通信作者）, Xiaohang Li, Bin Zhang, A framework for stock selection via concept-oriented attention representation in hypergraph neural network, Knowledge-Based Systems, 284(2024):111326. (中科院一区,影响因子8.80).,2024
- Qi Guo(本科生), Chenyu Li, Xinrui Deng, Xingjun Dong & Changsheng Zhang（通信作者）. An adaptive incremental two-stage framework for crack defect detection. Multimed Tools Appl (2024). https://doi.org/10.1007/s11042-024-18133-y.（SCI）,2024
- Xingjun Dong(研究生), Changsheng Zhang（通信作者）, Hanrui Liu, Dawei Wang, Tong Wang,A multi-constrained domain adaptation network for remaining useful life prediction of bearings, Mechanical Systems and Signal Processing, Volume 206, 2024. https://doi.org/10.1016/j.ymssp.2023.110900.（中科院一区，影响因子8.4）,2024
2023发表论文
- Haitong Zhao(研究生), Changsheng Zhang，An online-learning-based evolutionary many-objective algorithm. Information Sciences. 509: 1-21 ,2020.(通信作者，影响因子8.10，202306-至今，高被引论文).
- Liu, Y.(研究生), Zhang, C. & Dong, X. A survey of real-time surface defect inspection methods based on deep learning. Artif Intell Rev 56, 12131–12170 (2023). https://doi.org/10.1007/s10462-023-10475-7. (通信作者，影响因子：12.0).
- Yang An(研究生), Changsheng Zhang, Xuanyu Zheng, Knowledge reconstruction assisted evolutionary algorithm for neural network architecture search, Knowledge-Based Systems, Volume 264, 2023, 110341, https://doi.org/10.1016/j.knosys.2023.110341. (通信作者，影响因子：8.8).
- Yang, Y(研究生)., Changsheng Zhang, A Multi-Objective Carnivorous Plant Algorithm for Solving Constrained Multi-Objective Optimization Problems, Biomimetics, (2023), 8(2), 136; https://doi.org/10.3390/biomimetics8020136(通信作者，影响因子：4.5).
- Yuyang Bai(研究生), Changsheng Zhang, Weitong Bai, A two-level parallel decomposition-based artificial bee colony method for dynamic multi-objective optimization problems, Applied Soft Computing, Volume 147, (2023), 110741, https://doi.org/10.1016/j.asoc.2023.110741. (通信作者，影响因子：8.7).
- Xuanyu Zheng(研究生), Changsheng Zhang, Bin Zhang, A Mayfly algorithm for cardinality constrained portfolio optimization, Expert Systems with Applications, Volume 230, (2023),120656, https://doi.org/10.1016/j.eswa.2023.120656. (通信作者，影响因子：8.5).
- Yang, Y. (研究生), Zhang, C. & Zhang, B. A non-revisiting framework for evolutionary multi-task optimization. Applied Intelligence, 53, 25931–25953 (2023). https://doi.org/10.1007/s10489-023-04918-5. (通信作者，影响因子：5.3).
- Chen, Z(本科生)., Zhang, C., Li, W.et al. Fire danger forecasting using machine learning-based models and meteorological observation: a case study in Northeastern China. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-15881-1. (通信作者，影响因子：3.6).
科研项目
- 面向事件影响分析窗口推荐及因果分析方法，沈阳市麟龙数字信息产业发展有限公司，20万，2024.09-2024.12
- 特定股票形态智能识别及分析技术研发，沈阳市麟龙数字信息产业发展有限公司，43.5万元，2024.02-2025.02
- 基于动态演化规则的风险管控模型和算法研发，辽宁省揭榜挂帅科技攻关项目，145万元，2021.01-2023.12
- 基于大数据和智能算法的基本面量化分析与决策支持平台研发与应用，辽宁省中央支持地方专项，50万元，2022.06-2023.12
- 基于智能数据分析的投资辅助决策服务平台研发，沈阳市麟龙数字信息产业发展有限公司，119.1万元，2023.04-2023.12
- 区块链在支持“陆海空天”水上交通运输安全保障体系中的创新应用研究, 交通运输部海事局，24万元，2023.09-2024.06