董一琳 博士，讲师，硕士生导师
毕业院校：2020年3月于东南大学自动化学院获得控制科学与工程博士学位。同年加入上海海事大学信息工程学院。
联系方式：yldong@shmtu.edu.cn 或dongyl_southeast@163.com
教学情况：《人工智能原理》、《计算机视觉》、《物联网技术》等
研究方向：不确定性推理，信息融合，机器学习，智能感知，人工智能
科研项目：
[1] 主持国家自然科学基金(青年)项目“基于DSmT的多粒度动态融合推理方法及应用研究”；
[2] 参与国家自然科学基金(青年)项目“基于中风上肢康复的镜像脑机接口关键技术研究”；
[3] 参与上海市杨帆计划“面向动态弧路径问题的超启发式遗传编程算法研究”；
[4] 参与国家自然科学基金(面上)项目“面向机器学习的变分量子算法关键技术研究”；
[5] 参与国家自然科学基金(面上)项目“面向大数据的DSmT近似推理及其目标识别应用研究”；
[6] 参与开放课题“面向复杂工业过程大数据的多源信息融合实时监测与故障诊断研究”；
[7] 参与企事业委托项目 “XXX目标识别”；
[8] 参与企事业委托项目 “XXX 识别软件库”。
主要发表论文：
[1] Yilin Dong, Xinde Li, Jean Dezert, Rigui Zhou, Changming Zhu, Lei Cao, Shuzhi Sam Ge, Multi-Source Weighted Domain Adaptation with Evidential Reasoning for Activity Recognition, IEEE Transactions on Industrial Informatics, Early Access, 2022; (中科院一区TOP期刊)
[2] Yilin Dong, Xinde Li, Jean Dezert, Rigui Zhou, Changming Zhu, Lai Wei, Shuzhi Sam Ge, Evidential Reasoning with Hesitant Fuzzy Belief Structure for Human Activity Recognition,
IEEE Transactions on Fuzzy Systems, Early Access, 2021; (中科院一区TOP期刊)
[3] Yilin Dong, Xinde Li, Jean Dezert, Rigui Zhou, Changming Zhu, Shuzhi Sam Ge, Multi-Criteria Analysis of Sensor Reliability for Human Activity Recognition, IEEE Sensors Journal, 2021; (中科院二区)
[4] Yilin Dong, Xinde Li, Jean Dezert, Md Noor-A-Radim, Mohamad Omar Khyam and Shuzhi Sam Ge, Dezert-Smarandache Theory-based fusion for human activity recognition in body sensor networks, IEEE Transactions on Industrial Informatics, 2020, 16(11): 7138-7149; (中科院一区TOP期刊)
[5] Yilin Dong, Xinde Li, Jean Dezert and Shuzhi Sam Ge, A novel multi-criteria discounting combination approach for multi-sensor fusion[J], IEEE Sensors Journal, 2019, 19(20):9411-9421; (中科院二区)
[6] Yilin Dong, Xinde Li and Yihai Liu, A fast combination method in DSmT and its application to recommender system[J], PLoS ONE, 2018, 13(1): 3214-3239; (SCI)
[7] Xinde Li, Yilin Dong, Chaomin Luo, A method of aircraft target recognition based on LLE and HMM[J], International Journal of Robotics and Automation, 32(2), 2017;(SCI)
[8] Yilin Dong, Xinde Li and Jean Dezert, Combination of sources of evidence with distinct frames of discernment[C], 2018 21st International Conference on Information Fusion (FUSION 2018), 2018: 2513-2520;
[9] Yilin Dong, Xinde Li and Jean Dezert, Rough set classifier based on DSmT, 21st International Conference on Information Fusion (FUSION 2018), 2018: 2497-2504;
[10] Yilin Dong, Xinde Li and Jean Dezert, A hierarchical flexible coarsening method to combine BBAs in probabilities[C], 20th International Conference on Information Fusion(FUSION 2017), 2017:95-105;
[11] Yilin Dong, Xinde Li and Jean Dezert, A new probabilistic transformation based on evolutionary algorithm for decision making[C], 20th International Conference on Information Fusion(FUSION 2017), 2017:1434-11441;
[12] Yilin Dong, Xinde Li, DSmT-Based Fusion System for Fault Detection and Identification in Industrial Process, 1st International Conference on Industrial Artificial Intelligence (IAI 2019), 2019: 793-800.