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代成龙

发布日期:2021-10-11    作者:代成龙    点击:

 

代成龙,2020年毕业于南京航空航天大学,获工学博士学位,2018.8-2019.8澳大利亚昆士兰大学访问学者,现任职江南大学人工智能与计算机学院讲师。

主要研究领域:脑机接口技术、脑电数据挖掘、机器学习等。以第一作者/通讯作者身份在国际权威期刊、会议发表论文8篇,包括IEEE TKDEIEEE TCYBIEEE TETCIACM TKDDACM TISTSDM。担任国际权威期刊Knowledge-Based SystemsRecognition Reviewer以及IJCNN2018-2022审稿专家。

获奖:数据挖掘领域顶级会议SDM2018 Best Applied Data Science Paper Award

主持科研项目:主持国家自然科学青年基金1项;主持江苏省青年基金1

发表/录用论文:

1. Guanghui Li, Jiahua Shen, Chenglong Dai *, Jia Wu, Stefanie I. Becker. ShVEEGc: EEG Clustering with Improved Cosine Similarity-Transformed Shapley Value, IEEE Transactions on Emerging Topics in Computational Intelligence, 18 July 2022, early access, 1-15, DOI: 10.1109/TETCI.2022.3189385.

2. Chenglong Dai, Jia Wu, Dechang Pi, Stefanie I. Becker, Lin Cui, Qin Zhang, Blake Johnson. Brain EEG Time Series Clustering Using Maximum Weight Clique, IEEE Transactions on Cybernetics, 2022, 52(1): 357-371. (高被引论文)

3. Chenglong Dai, Jia Wu, Dechang Pi, Lin Cui, Blake Johnson, Stefanie I. Becker. Electroencephalogram Signal Clustering with Convex Cooperative Games, IEEE Transactions on Knowledge and Data Engineering, 22 February 2021, early access, 1-14, DOI: 10.1109/TKDE.2021.3060742.

4. Chenglong Dai, Dechang Pi, Stefanie I. Becker, Jia Wu, Lin Cui, Blake Johnson. CenEEGs: Valid EEG Selection for Classification, ACM Transactions on Knowledge Discovery from Data, 2020, 14 (2), article no. 18, 1-25.

5. Chenglong Dai, Dechang Pi, Stefanie I. Becker. Shapelet- Transformed Multi-channel EEG Channel Selection, ACM Transactions on Intelligent Systems and Technology, 2020, 11 (5), article no. 58, 1-27.

6. Chenglong Dai, Jia Wu, Dechang Pi, Lin Cui. Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification, In Proc. of 2018 SIAM International Conference on Data Mining (SDM’18), 2018: 558-566.

7. Chenglong Dai, Dechang Pi, Lin Cui, Yanlong Zhu. MTEEGC: A Novel Approach for Multi-Trial EEG Clustering, Applied Soft Computing, 2018, 71: 255-267.

8. Chenglong Dai, Dechang Pi. Parameter Auto-Selection for Hemispherical Resonator Gyroscope’s Long-Term Prediction Model Based on Cooperative Game Theory, Knowledge-Based Systems, 2017, 134: 105-115.

联系方式:

地址:江苏省无锡市滨湖区蠡湖大道1800号,江南大学人工智能与计算机学院B231

邮箱:chenglongdai@jiangnan.edu.cn