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 北京理工大学 信息与电子学院

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

1. 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).

2. 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).

3. 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).

4. 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).

5. 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).

6. 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).

7. 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).

8. 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).

9. 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.

10. Wenbin Shi*, et al., “Measuring multiscale complexity in human sleep electroencephalography”, IEEE International Conference on Signal Information and Data Processing 2019, Dec. 2019.

11. 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.

12. 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）.

13. 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).

14. 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).

15. 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).

16. 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)

17. 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).

18. 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).

19. 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).

20. 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).

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。