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【齐鲁工业大学】胡春雨

发布时间:2021-07-11

胡春雨
教育背景及工作经历:
2020年1月毕业于中国科学院计算技术研究所,并获得计算机应用技术专业工学博士学位。
获得荣誉及奖励:
主持国家自然科学基金1项,参与国家级和省级基金项目多项。
成果:

主持及参与科研项目:

1) 国家自然科学基金青年基金,No. 62002187,面向非限定场景的可穿戴行为识别方法研究,2021/1-2023/12,在研,主持

2) 国家重点研发计划子课题,2017YFB1002801,增量式交互学习智能生长, 2017/9-2021/8,在研,参与。

3) 国家自然科学基金面上项目,No.61572471,面向可穿戴用户行为识别的增量学习方法研究,2016/1-2019/12,已结题,参与。

4) 中国科学院科研装备研制项目,No.YZ201527,面向可穿戴式行为感知的精准模型测试仪研制,2016/1-2017/12,已结题,参与。

5) 国家自然科学基金面上项目,No.61472232,基于群体智能的人群疏散仿真模型及动态路径规划方法研究,2015/1-2018/12,已结题,参与。

发表学术论文:

1) Chunyu Hu, Yiqiang Chen, Xiaohui Peng, et al. “A novel feature incremental learning method for sensor-based activity recognition.” IEEE Transactions on Knowledge and Data Engineering (TKDE), 31.6 (2019): 1038-1050. (CCF-A类期刊,中科院JCR二区SCI)

2) Yiqiang Chen, Chunyu Hu, Bin Hu, et al. “Inferring Cognitive Wellness from Motor Patterns.” IEEE Transactions on Knowledge and Data Engineering (TKDE), 30.12 (2018): 2340-2353. (CCF-A类期刊,中科院JCR二区SCI)

3) Chunyu Hu, Yiqiang Chen, Lisha Hu, et al. “A novel random forests based class incremental learning method for activity recognition.” Pattern Recognition, 78 (2018): 277-290. ( CCF-B类期刊,中科院JCR二区SCI)

4) Chunyu Hu, Hong Liu, and Peng Zhang. “Cooperative co-evolutionary artificial bee colony algorithm based on hierarchical communication model.” Chinese Journal of Electronics, 25.3 (2016): 570-576. (中科院JCR四区, SCI)

5) 胡春雨刘弘陆佃杰一种基于单幅图像的 3D 场景建模方法计算机应用研究, 31.6 (2014): 1909-1913. (中文核心期刊)

6) Zena Tian, Guijuan Zhang, Chunyu Hu, Dianjie Lu, Hong Liu. “Knowledge and emotion dual-driven method for crowd evacuation.” Knowledge-Based Systems, 208 (2020): 106451:1-14. (中科院JCR二区, SCI)

7) Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Xiaodong Yang, Chunyu Hu, Tengxiang Zhang. “What can “drag & drop” tell? Detecting mild cognitive impairment by hand motor function assessment under dual-task paradigm.” International Journal of Human-Computer Studies, 145 (2021): 102547:1-18.

8) Tao Xie, Yiqiang Chen, Lisha Hu, Chenlong Gao, Chunyu Hu, et al. “A multistage collaborative filtering method for fall detection.” 2017 International Joint Conference on Neural Networks (IJCNN), 2017, pp. 3355-3362. (CCF-C类会议,EI)

9) Lisha Hu, Yiqiang Chen, Jindong Wang, Chunyu Hu. “OKRELM: online kernelized and regularized extreme learning machine for wearable-based activity recognition.” International Journal of Machine Learning and Cybernetics9.9 (2017): 1577-1590. (中科院JCR四区SCI)

10) Yiqiang Chen, Meiyu Huang, Chunyu Hu, et al. “A coarse-to-fine feature selection method for accurate detection of cerebral small vessel disease.” 2016 International Joint Conference on Neural Networks (IJCNN), 2016, pp. 2609-2616. (CCF-C类会议,EI)

联系方式:
邮箱:hcy@qlu.edu.cn