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史文彬檢視原始碼討論檢視歷史

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史文彬
北京理工大學

史文彬,女, 北京理工大學教授。

人物簡歷

2018.07 至今:任職於 北京理工大學 信息與電子學院

2016.07-2018.07:任職於 清華大學 博士後

2014.09-2015.09:就讀於 美國哈佛大學 醫學院 聯合培養博士

2011.09-2016.07:就讀於 北京交通大學 統計學專業 博士

研究方向

信號分析與處理,腦科學,智慧醫療,人工智能及應用

學術成果

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

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,頂級期刊).

科研項目

1、基於交叉頻率耦合的大腦跨區域因果信息傳遞研究,國家自然科學基金委青年項目,24萬元,2021年1月-2023年12月,主持

2、基於腦電信號分析的睡眠健康評估與預警,浙江省醫學電子與數字健康重點實驗室開放課題重點項目,40萬元,2022年5月-2024年4月,主持

3、複雜系統的跨頻帶信息轉移特徵研究及其應用,博士後科學基金面上一等資助,8萬元,2017年1月-2018年7月,主持

4、基於交叉頻率耦合的強化因果全息譜研究,國家自然科學基金委面上項目,56萬元,2022年1月-2025年12月,主要參與

5、非平穩序列間的偏交叉相關性與偏信息轉移及其應用,國家自然科學基金委面上項目,49萬元,2017年1月-2020年12月,主要參與

主講課程

本科生專業選修課:《信息論與編碼》

研究生專業選修課:《現代信號分析與處理》

學術兼職

中國人工智能學會情感智能/智慧醫療專委會委員,Cyborg and Bionic System 期刊青年編委,IEEE member,生命電子學會高級會員,多個領域內頂級期刊審稿人。[1]

參考資料