谢润山,1994年5月生,工学博士,讲师。2024年获得江南大学轻工信息技术博士学位。于2024年7月进入江西理工大学信息工程学院工作,现研究方向为模式识别与人工智能、可解释的人工智能算法等,以第一作者/通讯作者发表学术论文12篇,其中SCI论文8篇。
近5年发表的部分相关学术论文:
[1]Runshan Xie, Fu-Lai Chung,andShitong Wang. A Cognitively Confidence-Debiased Adversarial Fuzzy Apriori Method.IEEE Transactions on Fuzzy Systems, 2024, 32(3): 1303-1317.(中科院一区SCI,TOP,CCFB,IF=11.9)
[2]Runshan Xie, Chi-Man Vong,andShitong Wang. Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-step Wide Calculation.IEEE Transactions on Fuzzy Systems, 2024, 32(4): 1653-1667.(中科院一区SCI,TOP,CCFB,IF=11.9)
[3]Runshan Xie, Guanjin Wang, and Shitong Wang, "An Interpretable Ensemble Fuzzy Classifier for Smartphone Sensor-Based Human Activity Classification,"IEEE Transactions on Industrial Informatics, 2025, to be published.(中科院一区SCI,TOP,CCFC,IF=9.9)
[4]Runshan Xie,Fu-Lai Chung, and Shitong Wang, "Fuzzy Apriori classifier enhanced by stacking and adversarial knowledge assistance,"Information Fusion, vol. 125, p. 103483, 2026.(中科院一区SCI,TOP,CCFC,IF=15.5)
[5]Runshan Xie,andShitong Wang. A wide interpretable Gaussian Takagi–Sugeno–Kang fuzzy classifier and its incremental learning.Knowledge-Based Systems, 2022, 241: 108203.(中科院一区SCI,TOP,CCFC,IF=7.6)
[6]Runshan Xie, Chi-Man Vong, C. L. Philip Chen,andShitong Wang. Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission.IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 6(6): 1378-1395.(中科院二区SCI,IF=6.5)
[7]Runshan Xie,andShitong Wang. Downsizing and enhancing broad learning systems by feature augmentation and residuals boosting.Complex & Intelligent Systems, 2020, 6(2): 411-429.(中科院三区SCI,IF=4.6)
主要获奖情况:无
目前承担科研项目情况:
1、江西省自然科学青年基金项目:新型混合模糊系统:隐式集成、增量扩展及其泛化分析方法
2、江西省职业早期青年人才培养项目:融合扰动输出的深度模糊Apriori方法及其快速栈式集成方法