导师信息
姓名:谢润山
学位/职称:博士/讲师
出生年月: 1994.05.21
学科专业: 控制科学与工程
电话/微信: 18352538155/hillerest
E-Mail:runshan_xie@foxmail.com
谢润山,工学博士,讲师,2024年6月在江南大学取得博士学位,2024年9月加入江西理工大学信息工程学院,目前在计算机科学与技术教研室。近年来参与国家级科研项目1项。以第一/通信作者在国际高水平期刊IEEE Transactions on Fuzzy Systems、Knowledge-Based Systems、Complex & Intelligent Systems、IEEE Transactions on Emerging Topics in Computational Intelligence和International Journal of Machine Learning and Cybernetics发表研究论文6篇。目前担任Knowledge-Based Systems学术期刊审稿人。
研究方向: 1. 可解释人工智能
2. 模糊系统与建模
3. 集成学习与增量学习
欢迎有志于科研,有较强动手能力、执行能力和自我管理能力,具有较高英语水平的同学加入团队。
科研项目:
1. 国家自然科学基金联合基金项目,医学影像分析的小样本学习理论、关键技术及实证,257万,参与
代表性论文:
1. Runshan Xie, Fu-Lai Chung, and Shitong Wang, "A Cognitively Confidence-Debiased Adversarial Fuzzy Apriori Method," IEEE Transactions on Fuzzy Systems, 2024, 32(3): 1303-1317.(中科院一区,顶刊,CCFB,IF=10.7)
2. Runshan Xie, Chi-Man Vong and Shitong 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,顶刊,CCFB,IF=10.7)
3. Runshan Xie and Shitong 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,顶刊,CCFC,IF=7.2)
4. Runshan Xie and Shitong Wang, "Downsizing and enhancing broad learning systems by feature augmentation and residuals boosting," Complex & Intelligent Systems, 2020, 6(2): 411-429.(中科院二区,IF=5.0)
5. Runshan Xie, Chi-Man Vong, C. L. Philip Chen, and Shitong 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.(中科院三区,IF=5.3)
6. Wu Chu, Runshan Xie(通讯作者), and Shitong Wang. "A novel data-free continual learning method with contrastive reversion." International Journal of Machine Learning and Cybernetics, 2024, 15: 505-518. (中科院三区,IF=3.1)
7. Runshan Xie and Shitong Wang, "Wide Ensemble of Interpretable TSK Fuzzy Classifiers with Application to Smartphone Sensor-Based Human Activity Recognition," International Conference on Neural Information Processing (ICONIP), 2023, 381-394. (EI会议)
8. Shitong Wang and Runshan Xie(通讯作者), "A Wide Fuzzy Apriori Classifier with Triple Diversity Guarantee from Feature, Sample and Rule Levels," in 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2024: IEEE, pp. 1-9. (EI会议)
9. 谢润山, 王士同. 基于函数链神经网络的深度分类器[J]. 南京航空航天大学学报, 2020, 52(05): 736-745. (CSCD核心)
10. 王士同, 谢润山(通讯作者), 周尔昊. 可解释的深度TSK模糊系统综述[J]. 数据采集与处理, 2022, 37(05): 935-951. (CSCD扩展)