史文彬
副研究员
出生年月:1989年07月
电子邮件:shiwb@bit.edu.cn
所在学科
信息与通信工程
研究方向
信号分析与处理,脑科学,智慧医疗,人工智能及应用
个人简历
2018.07 至今:任职于 威廉希尔官方网站 威廉希尔官方网站
2016.07-2018.07:任职于 清华大学 博士后
2014.09-2015.09:就读于 美国哈佛大学 医学院 联合培养博士
2011.09-2016.07:就读于 北京交通大学 统计学专业 博士
代表性学术成果
Wenbin Shi, et al., “Cross-frequency transfer entropy characterize coupling of interacting nonlinear oscillators in complex system”, IEEE Transactions on Biomedical Engineering, vol. 66, no. 2, pp. 521-529, Feb. 2019. (IF: 4.538,顶级期刊).
Wenbin Shi, et al., “A comparison study on stages of sleep: Quantifying multiscale complexity using higher moments on coarse-graining”, Communication in Nonlinear Science and Numerical Simulation, vol. 44, pp. 292-303, Mar. 2017. (IF: 4.260,顶级期刊).
Wenbin Shi, et al., “The coupling analysis between stock market indices based on permutation measures”, Physica A: Statistical Mechanics and its Applications, vol. 447, p. 222-231, 2016. (IF: 3.263,重要期刊).
Wenbin Shi*, et al., “The multiscale analysis between stock market time series”, International Journal of Modern Physics C, vol. 26, no. 6, pp. 1550071, Jun. 2015. (IF: 1.228).
Wenbin Shi*, et al., “The coupling analysis of stock market indices based on cross-permutation entropy”, Nonlinear Dynamics, vol. 79, p. 2439-2447, Mar. 2015. (IF: 5.022,顶级期刊).
Wenbin Shi, et al., “Large deviations estimates for the multiscale analysis of traffic speed time series”, Physica A: Statistical Mechanics and its Applications, vol. 421, p. 562-570, Mar. 2015. (IF: 3.263,重要期刊).
Wenbin Shi, et al., “Multiscale multifractal detrended cross-correlation analysis of financial time series”, Physica A: Statistical Mechanics and its Applications, vol. 403, pp. 35-44, Jun. 2014. (IF: 3.263,重要期刊).
Wenbin Shi, et al., “Cross-sample entropy statistic as a measure of synchronism and cross-correlation of stock markets”, Nonlinear Dynamics, vol. 71, no. 3, pp. 539-554, Feb. 2013. (IF: 5.022,顶级期刊).
Wenbin Shi*, et al., “Cross-Channel Phase-Amplitude Transfer Entropy Conceptualize Long-Range Transmission in sleep: a case study”, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, vol. 2019, pp. 4048-4051, Jul. 2019.
Wenbin Shi*, et al., “Measuring multiscale complexity in human sleep electroencephalography”, IEEE International Conference on Signal Information and Data Processing 2019, Dec. 2019.
Wenbin Shi*, Chuting Zhang, Chien-Hung Yeh, Heng Liu*, Ordinal Pattern-based Dissimilarity Measure for Slow Cortical Potential Training in Stroke, International Journal of Clinical Medicine and Bioengineering, Volume 1, Issue 1, 2022.
Luyao Jin1†, Wenbin Shi1†(共同一作), Chuting Zhang, and Chien-Hung Yeh*, Frequency Nesting Interactions in the Subthalamic Nucleus Correlate with the Step Phases for Parkinson’s Disease, Front. Physiol. 29 April, 2022, 13, 890753. (IF:4.566,顶级期刊).
Chien-Hung Yeh, Yu Fang, Wenbin Shi(通信作者), et al., “A novel method of visualizing q-complexity-entropy curve in the multiscale fashion”, Nonlinear Dynamics, vol. 97, no. 4, pp. 2813-2828, Sep. 2019. (IF: 5.022,顶级期刊).
Chien-Hung Yeh, Wenbin Shi(通信作者), “Generalized multiscale Lempel-Ziv complexity of cyclic alternating pattern during sleep”, Nonlinear Dynamics, vol. 93, no. 4, pp. 1899-1910, Sep. 2018. (IF: 5.022,顶级期刊).
Chien-Hung Yeh, Wenbin Shi(通信作者), “Identifying phase-amplitude coupling in cyclic alternating pattern using masking signals”, Scientific Reports, vol. 8, no. 1, pp. 1-9, Feb. 2018. (IF: 3.998).
Chuting Zhang, Wenbin Shi, and C-H Yeh, “Investigating Variational Phase-Amplitude Coupling in EEG-Based Emotion Recognition”, 2021 10th International IEEE/EMBS Conference on Neural Engineering, no. 15, May 2021. (Full Paper)
Yan Ma, Wenbin Shi, Chung-Kang Peng, Albert C. Yang*, “Nonlinear dynamical analysis of sleep electroencephalography using fractal and entropy approaches”, Sleep Medicine Reviews, vol. 37, pp. 85-93, Feb. 2018. (IF: 9.613,顶级期刊).
Shijian Chen, Wenbin Shi, Pengjian Shang*, “The multiscale large deviation spectrum based on higher moments for financial time series”, Nonlinear Dynamics, vol. 94, no. 1, pp. 597-613, Oct. 2018. (IF: 5.022,顶级期刊).
Chen Lin, Chien-Hung Yeh, Cheng-Yen Wang, Wenbin Shi, et al. “Robust Fetal Heart Beat Detection via R-Peak Intervals Distribution”, IEEE Transactions on Biomedical Engineering, vol. 66, no. 12, pp. 3310-3319, Dec. 2019. (IF: 4.538,顶级期刊).
Jing Wang, Pengjian Shang, Wenbin Shi, Xingran Cui*, “Dissimilarity measure based on ordinal pattern for physiological signals”, Communication in Nonlinear Science and Numerical Simulation, vol. 37, pp. 115-124, Aug. 2016. (IF: 4.260,顶级期刊).
学术兼职及其他
项目:
1、基于交叉频率耦合的大脑跨区域因果信息传递研究,国家自然科学基金委青年项目,24万元,2021年1月-2023年12月,主持
2、基于脑电信号分析的睡眠健康评估与预警,浙江省医学电子与数字健康重点实验室开放课题重点项目,40万元,2022年5月-2024年4月,主持
3、复杂系统的跨频带信息转移特征研究及其应用,博士后科学基金面上一等资助,8万元,2017年1月-2018年7月,主持
4、基于交叉频率耦合的强化因果全息谱研究,国家自然科学基金委面上项目,56万元,2022年1月-2025年12月,主要参与
5、非平稳序列间的偏交叉相关性与偏信息转移及其应用,国家自然科学基金委面上项目,49万元,2017年1月-2020年12月,主要参与
主讲课程:
本科生专业选修课:《信息论与编码》
研究生专业选修课:《现代信号分析与处理》
学术兼职:
中国人工智能学会情感智能/智慧医疗专委会委员,Cyborg and Bionic System 期刊青年编委,IEEE member,生命电子学会高级会员,多个领域内顶级期刊审稿人。