姓名：尚彬彬

职务/职称：讲师

研究领域：经济金融数据统计分析、金融时间序列分析、复杂数据统计特征提取与数据挖掘

邮箱：202115605@qq.com

简要经历

2020/09-2025/06: 北京交通大学，统计学，博士

2016/09-2020/06: 北京交通大学，信息与计算科学，学士

主要项目

1. 自然科学横向项目：非线性距离相关和熵理论研究及其在高速铁路扣件病害特征识别的应用(参与)

2. 自然科学横向项目：基于数据挖掘理论的轨道病害特征动态识别方法研究(参与)

3. 自然科学横向项目：基于多元统计分析的重载铁路接触网状态识别算法开发(参与)

4. 中央高校基本科研业务费：基于复杂网络和熵的时间序列复杂性研究(主持)

5. 中央高校基本科研业务费：基于熵理论及其改进方法的复杂时间序列研究(主持)

奖励

1. 2024 博士研究生国家奖学金

2. 2025年北京交通大学优秀博士学位论文

3. 2025年北京交通大学优秀毕业生

论文

[1] Binbin Shang, Pengjian Shang. A novel and effective method for quantifying the performance of time series volatility. IEEE Transactions on Industrial Informatics, 2024, 20(5): 7966-7976.

[2] Binbin Shang, Pengjian Shang. A novel and effective method for quantifying complexity of nonlinear time series. Communications in Nonlinear Science and Numerical Simulation, 2024, 130: 107773.

[3] Binbin Shang, Pengjian Shang. Generalized Shannon-Fisher index: an effective method to quantify the instability of multivariate time series. Communications in Nonlinear Science and Numerical Simulation, 2023, 117: 106904.

[4] Binbin Shang, Pengjian Shang. Effective instability quantification for multivariate complex time series using reverse Shannon-Fisher index. Chaos, Solitons & Fractals, 2022, 160: 112295.

[5] Binbin Shang, Pengjian Shang. Temporal vector visibility graph: a tool for complexity analysis of multivariate time series. Fluctuation and Noise Letters, 2022, 21(05): 2250044.

[6] Binbin Shang, Pengjian Shang. Multivariate synchronization curve: a measure of synchronization in different multivariate signals. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2021, 31(12): 123121.

[7] Binbin Shang, Pengjian Shang. Directed vector visibility graph from multivariate time series: a new method to measure time series irreversibility. Nonlinear Dynamics, 2021, 104: 1737-1751.

[8] Binbin Shang, Pengjian Shang. Complexity analysis of multiscale multivariate time series based on entropy plane via vector visibility graph. Nonlinear Dynamics, 2020, 102: 1881-1895.

[9] Binbin Shang, Pengjian Shang. Binary indices of time series complexity measures and entropy plane. Physica A: Statistical Mechanics and its Applications, 2020, 558: 125003.