个人简介:
汤云波,男,博士,硕士生导师,2022年获武汉大学博士学位,同年加入福州大学计算机与大数据学院认知系统与信息处理实验室。研究方向包括:生理信号处理与人工智能、神经科学与工程、认知计算等。在IEEE TKDE/IEEE TCYB/ACM CSUR等国际权威期刊发表SCI论文十余篇。担任ACM CSUR/Neural Network/Cognitive Computation/Scientific Data等期刊审稿人。
邮箱:yunbotang@fzu.edu.cn
科研项目:
国家自然科学基金面上项目,面向儿童认知障碍的脑电大数据智能化分析,2022.01-2025.12,参与;
湖北省重点研发计划项目,自闭症儿童个性化智能干预与精细评估,2021.06-2023.12,参与;
湖北省技术创新专项重大项目,脑电大数据智能化分析技术与应用,2019.01-2021.12,参与.
近年发表的主要论文:
[1].Yunbo Tang, Dan Chen, Honghai Liu, Chang Cai, Xiaoli Li. Deep EEG Superresolution via Correlating Brain Structural and Functional Connectivities[J]. IEEE Transactions on Cybernetics, 2022.(中科院一区Top,CCF-B刊,IF: 19.118)
[2].Yunbo Tang, Dan Chen, Xiaoli Li. Dimensionality Reduction Methods for Brain Imaging Data Analysis[J]. ACM Computing Surveys, 2021.(中科院一区Top,IF: 14.324)
[3].Yunbo Tang, Dan Chen, Yiping Zuo, Xiaoqiang Lu, Rajiv Ranjan, Albert Zomaya, Quanming Yao, Xiaoli Li. Enhanced Bayesian Factorization with Variant Scale Partitioning for Multivariate Time Series Analysis[J]. IEEE Transactions on Knowledge and Data Engineering, 2021.(中科院二区,CCF-A刊,IF: 9.235)
[4].Yunbo Tang, Dan Chen, Lizhe Wang, Albert Y. Zomaya, Jingying Chen, Honghai Liu. Bayesian Tensor Factorization for Multi-way Analysis of Multi-dimensional EEG[J]. Neurocomputing, 2018.(中科院二区,CCF-C刊,IF: 5.779)
[5].Dan Chen, Yunbo Tang, Hao Zhang, Lizhe Wang, Xiaoli Li. Incremental Factorization of Big Time Series Data with Blind Factor Approximation[J]. IEEE Transactions on Knowledge and Data Engineering, 2021.(中科院二区,CCF-A刊,IF: 9.235,ESI高被引)
[6].Dingze Yin, Dan Chen, Yunbo Tang, Heyou Dong, Xiaoli Li. Adaptive Feature Selection with Shapley and Hypothetical Testing: Case Study of EEG Feature Engineering[J]. Information Sciences, 2022.(中科院一区Top,CCF-B刊,IF: 8.233)
[7].Tengfei Gao, Dan Chen, Yunbo Tang, Bo Du, Rajiv Ranjan, Albert Y. Zomaya, Schahram Dustdar. Adaptive Density Peaks Clustering: Towards Exploratory EEG Analysis[J]. Knowledge-Based Systems, 2022.(中科院一区Top,CCF-C刊,IF: 8.139)
[8].Shasha Zhang, Dan Chen, Yunbo Tang, Xiaoli Li. Learning Graph-based Relationship of Dual-modal Features Towards Subject Adaptive ASD Assessment[J]. Neurocomputing, 2022.(中科院二区,CCF-C刊,IF: 5.779)
[9].Shasha Zhang, Dan Chen, Yunbo Tang, Lei Zhang. Children ASD Evaluation Through Joint Analysis of EEG and Eye-Tracking Recordings With Graph Convolution Network[J]. Frontiers in Human Neuroscience, 2021.(中科院三区,IF: 3.473)
[10].Peilu Chen, Dan Chen, Lei Zhang, Yunbo Tang, Xiaoli Li. Automated Sleep Spindle Detection with Mixed EEG Features[J]. Biomedical Signal Processing and Control, 2021.(中科院二区,IF: 5.076)
[11].Shasha Zhang, Dan Chen, Rajiv Ranjan, Hengjin Ke, Yunbo Tang, Albert Y. Zomaya. A Lightweight Solution to Epileptic Seizure Prediction based on EEG Synchronization Measurement[J]. The Journal of Supercomputing, 2021.(中科院三区,CCF-C刊,IF: 2.557)