在INFORMS Journal on Computing (UT/DALLAS 24)、IEEE Transactions on Systems, Man, and Cybernetics: Systems、IEEE Transactions on Neural Networks and Learning Systems、International Journal of Forecasting和Journal of Systems Science and Complexity等国内外学术期刊上已发表论文近20篇。代表性成果有: (1) Yanlin Jia, Yadong Wang, Yan Yang, Jing Huang, Jin Xiao*. Complex-valued GMDH based data characteristic-driven adaptive decision support system for customer classification [J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 54(1): 403 - 415. (1区, TOP) (2) Jin Xiao, Yanlin Jia, Xiaoyi Jiang, Shouyang Wang*. Circular complex-valued GMDH-type neural network for real-valued classification problems [J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(12): 5285-5299. (1区, TOP) (3) Jin Xiao, Yuhang Tian, Yanlin Jia, Xiaoyi Jiang, Lean Yu*, Shouyang Wang*. Black-box attack-based security evaluation framework for credit card fraud detection models [J]. INFORMS Journal on Computing, 2023, 35(5): 909-1213. (3区, UT/DALLAS 24). (4) Lingli Zhang, Xiaowen Jie*, Yanlin Jia*, Shiyun Cheng. A strategic decision quality optimization approach with WSC framework [J]. Developments in the Built Environment, 2023, 14: 100165. (2区) (5) Jin Xiao∗, Yu Zhong, Yanlin Jia, Yadong Wang, Ruoyi Li, Xiaoyi Jiang, Shouyang Wang*. A novel deep ensemble model for imbalanced credit scoring in internet finance [J]. International Journal of Forecasting, 2024, 40(1): 348-372. (1区, TOP) (6) Yadong Wang, YanlinJia, Yuhang Tian, Jin Xiao*. Deep reinforcement learning with the confusion-matrix-based dynamic reward function for customer credit scoring [J]. Expert Systems with Applications, 2022, 200: 1-17. (1区, TOP) (7) Yadong Wang, Yanlin Jia, Yu Zhong, Jing Huang, Jin Xiao*. Balanced incremental deep reinforcement learning based on variational autoencoder data augmentation for customer credit scoring [J]. Engineering Applications of Artificial Intelligence, 2023, 122: 106056. (2区, TOP) (8) Yihua Zhong, Yanhua Li∗, Yang Yang, Tong Li, Yanlin Jia*. An improved three-way decision model based on prospect theory [J]. International Journal of Approximate Reasoning, 2022, 142: 109-129. (9) Ling Xie, Yanlin Jia, Jin Xiao*, Xin Gu, Jing Huang*. GMDH-based outlier detection model in classification problems [J]. Journal of Systems Science and Complexity, 2020, 33: 1516-1532. (10) Yan Yang, Yanlin Jia*, Yihua Zhong. Parametric sensitivity analysis of linear programming with fuzzy variables [J]. Journal of Intelligent and Fuzzy Systems, 2017, 33: 145-158. |