林艾静

基本信息

教育背景

2008.09–2012.07   博士   北京交通大学

2006.09–2008.09   硕士   北京交通大学

工作经历

• 2021.12-至今 北京交通大学 教授（博士生导师）
• 2016.12–2021.12   北京交通大学       副教授(博士生导师)
• 2012.07–2016.12   北京交通大学       讲师
• 2014.09–2015.09   波士顿大学         访问学者
• 2012.07–2014.07   北京交通大学        博士后
• 2011.01–2011.08   哈佛大学，波士顿大学   访问学者

研究方向

• 数据分析与挖掘
• 金融统计分析

招生专业

• 统计学硕士
• 统计学博士

科研项目

教学工作

本科生：《概率论与数理统计》，《统计延拓课》，《时间序列分析法》，《Matlab基础与应用》

研究生：《统计模型与应用》，《统计预测》，《统计方法与计算》，《时间序列分析及应用》

指导大创项目

指导本科生毕业设计
 

论文/期刊

[53] Danlei Gu, Aijing Lin*, Guancen Lin, Detection of Attention Deficit Hyperactivity Disorder in children using CEEMDAN-based cross frequency symbolic convergent cross mapping, Expert Systems with Applications 226 (2023) 120105.

[52] Yujia Mi, Aijing Lin*, Kernel based multiscale partial Renyi transfer entropy and its applications. Communications in Nonlinear Science and Numerical Simulation 119 (2023) 107084.

[51] Xinlei Ge, Aijing Lin*, Symbolic convergent cross mapping based on permutation mutual information, Chaos, Solitons and Fractals 167 (2023) 112992.

[50] Danlei Gu, Aijing Lin*, Guancen Lin, Sleep and cardiac signal processing using improved multivariate partial compensated transfer entropy based on non-uniform embedding, Chaos, Solitons and Fractals 159 (2022) 112061.

[49] Xinlei Ge, Aijing Lin*, Kernel change point detection based on convergent cross mapping, Communications in Nonlinear Science and Numerical Simulation 109 (2022) 106318.

[48] Guancen Lin, Aijing Lin*, Danlei Gu, Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient, Information Sciences 608 (2022) 517-531.

[47] Guancen Lin, Aijing Lin*, Modified multiscale sample entropy and cross-sample entropy based on horizontal visibility graph, Chaos, Solitons and Fractals 165 (2022)112802.

[46] Yuan Chen, Aijing Lin*, Order pattern recurrence for the analysis of complex systems, Physica A 607 (2022) 128204.

[45] Yujia Mi, Aijing Lin*, Danlei Gu, Xiyun Zhang, Xiaolin Huang, Bubble transfer spectral entropy and its application in epilepsy EEG analysis, Communications in Nonlinear Science and Numerical Simulation 110 (2022) 106294.

[44] Haihang Wang , He Xu , Yihan Meng, Xinlei Ge, Aijing Lin and Xiao-Zhi Gao, Deep Learning-Based 3D Pose Reconstruction of an Underwater Soft Robotic Hand and Its Biomimetic Evaluation, IEEE Robotics and Automation Letters 7 (2022) 11070.

[43] Jianing Cao, Aijing Lin*, and Guancen Lin, Time series classifification based on detrended partial cross-correlation, Europhysics Letters 134 (2021) 50006.

[42] Yuan Chen, Aijing Lin(*). Weighted link entropy and multiscale weighted link entropy for complex time series, Nonlinear Dynamics 105 (2021) 541-554.

[41] Danlei Gu, Aijing Lin(*), Time-delay multiscale multifractal detrended partial cross-correlation analysis of high-frequency stock series, Fractals 6 (2021) 2150141.

[40] Danlei Gu, Yujia Mi, Aijing Lin(*), Application of time-delay multiscale symbolic phase compensated transfer entropy in analyzing cyclic alternating pattern (CAP) in sleep-related pathological data, Communications in Nonlinear Science and Numerical Simulation 99 (2021) 105835.

[39] Xinlei Ge, Aijing Lin(*), Dynamic causality analysis using overlapped sliding windows based on the extended convergent cross-mapping, Nonlinear Dynamics 104 (2021) 1753-1765.

[38] Xinlei Ge, Aijing Lin(*), Multiscale multifractal detrended partial cross-correlation analysis of Chinese and American stock markets, Chaos, Solitons & Fractals 145 (2021) 110731.

[37] Guancen Lin, Aijing Lin(*), Jianing Cao, Multidimensional KNN algorithm based on EEMD and complexity measures in financial time series forecasting, Expert Systems with Applications 168 (2021) 114443.

[36] Xiaoming Liu, Aijing Lin(*), Shuqi Li, Classification of international stock markets through MDS based on Hurst-surface distance, Physica A 566 (2021) 125585.

[35] Shuqi Li, Aijing Lin(*), Exploring the Relationship among Predictability, Prediction Accuracy and Data Frequency of Financial Time Series, Entropy  22 (2020) 1381.

[34] Aijing Lin, Kang K.L. Liu, Ronny P. Bartsch, Plamen C. Ivanov, Dynamic network interactions among distinct brain rhythms as a hallmark of physiologic state and function, Communications Biology 3 (2020) 197. 

[33] Shuqi Li, Xiaoming Liu, Aijing Lin(*), Fractional frequency hybrid model based on EEMD for financial time series forecasting, Communications in Nonlinear Science and Numerical Simulation 89 (2020) 105281. (SCI)

[32] Ningning Zhang, Aijing Lin(*), Pengbo Yang, Detrended moving average partial cross-correlation analysis on financial time series, Physica A 542 (2020) 122960. (SCI)

[31] Ningning Zhang, Yupeng Sun, Yongbo Zhang, Pengbo Yang, Aijing Lin, Pengjian Shang, Distinguishing Stock Indices and Detecting Economic Crises Based on Weighted Symbolic Permutation Entropy, Fluctuation and Noise Letters 18 (2019) 1950026. (SCI)

[30]. Ningning Zhang, Aijing Lin(*), Hui Ma, Pengjian Shang, Pengbo Yang, Weighted multivariate composite multiscale sample entropy analysis for the complexity of nonlinear times series, Physica A 508 (2018) 595–607. (SCI)

[29]. Ningning Zhang, Aijing Lin(*), Pengjian Shang, Multiscale Symbolic Phase Transfer Entropy in Financial Time Series Classification, Fluctuation and Noise Letters 16 (2017) 1750019.  (SCI). 

[28]. Ningning Zhang, Aijing Lin(*), Pengjian Shang, Symbolic phase transfer entropy method and its application, Communications in Nonlinear Science and Numerical Simulation 51 (2017) 78–88. (SCI).

[27]. Ningning Zhang, Aijing Lin(*), Pengjian Shang, Multidimensional k-nearest neighbor model based on EEMD for financial time series forecasting, Physica A 477 (2017) 161-173. (SCI). 

[26]. Plamen C. Ivanov, Kang K.L. Liu, Aijing Lin,  Ronny P. Bartsch, Network Physiology: From Neural Plasticity to Organ Network Interactions, In book: Emergent Complexity from Nonlinearity, in Physics, Engineering and the Life Sciences, March 2017, pp.145-165. 

[25]. Mengjia Xu,  Pengjian Shang, Aijing Lin, Multiscale recurrence quantification analysis of order recurrence plots, Physica A 469 (2017) 381-389. (SCI) 

[24]. Xiaojun Zhao, Pengjian Shang, Aijing Lin, Transfer mutual information: A new method for measuring information transfer to the interactions of time series, Physica A 467 (2017) 517-526. (SCI)

[23]. Pengbo Yang, Pengjian Shang, Aijing Lin, Financial time series analysis based on effective phase transfer entropy, Physica A 468 (2017) 398-408. (SCI) 

[22]. Aijing Lin, Kang K.L. Liu, Ronny P. Bartsch, Plamen C. Ivanov, Delay-correlation landscape reveals characteristic time delays of brain rhythms and heart interactions,Philosophical Transactions of The Royal Society A 374 (2016) 20150182. (SCI-英国皇家学会) 

[21]. Xiaojun Zhao, Pengjian Shang, Aijing Lin(*), Universal and non-universal properties of recurrence intervals of rare events, Physica A 448 (2016) 132-143. (SCI)

[20]. Aijing Lin(*), Pengjian Shang,Multifractality of stock markets based on cumulative distribution function and multiscale multifractal analysis, Physica A 447 (2016) 527-534. (SCI)

[19]. Mengjia Xu, Pengjian Shang, Aijing Lin, Cross-correlation analysis of stock markets using EMD and EEMD, Physica A 442 (2016) 82-90. (SCI)

[18]. Aijing Lin(*), Hui Ma, Pengjian Shang, The scaling properties of stock markets based on modified multiscale multifractal detrended fluctuation analysis, Physica A 436 (2015) 525-537. (SCI)

[17]. Kang K.L. Liu, Ronny P. Bartsch, Aijing Lin, Rosario N. Mantegna, Plamen C. Ivanov, Plasticity of brain wave network interactions and evolution across physiologic states, Frontiers Neural Circuits 9 (2015) 62. (SCI)

[16]. Wenbin Shi, Pengjian Shang, Aijing Lin, The coupling analysis of stock market indices based on cross-permutation entropy, Nonlinear Dynamics 79 (2015) 2439-2447. (SCI)

[15]. Aijing Lin(*), Pengjian Shang, Huachun Zhou, Cross-correlations and structures of stock markets based on multiscale MF-DXA and PCA,Nonlinear Dynamics 78 (2014) 485-494. (SCI)

[14]. Aijing Lin(*), Pengjian Shang, Bo Zhong, Hidden cross-correlation patterns in stock markets based on permutation cross-sample entropy and PCA, Physica A 416 (2014) 259-272. (SCI)

[13]. Aijing Lin(*), Pengjian Shang, Huachun Zhou, Effects of exponential trends on correlations of stock markets, Mathematical Problems in Engineering 2014 (2014) 340845. (SCI)

[12]. Xiaojun Zhao, Pengjian Shang, Aijing Lin, Distribution of eigenvalues of detrended cross-correlation matrix, European Physics Letters 107 (2014) 40008. (SCI)

[11]. Wenbin Shi, Pengjian Shang, Jing Wang, Aijing Lin, Multiscale multifractal detrende cross-correlation analysis of financial time series, Physica A 403 (2014) 35-44. (SCI)

[10]. Jing Wang, Pengjian Shang, Aijing Lin, Yuechen Chen, Segmented inner composition alignment to detect coupling of different subsystems, Nonlinear Dynamics 76 (2014) 1821-1828. (SCI)

[9]. Aijing Lin(*), Pengjian Shang, Xiaojun Zhao, The cross-correlations of stock markets based on DCCA and time-delay DCCA, Nonliear Dynamics 67 (2012) 425-435. (SCI)

[8]. Aijing Lin(*), Pengjian Shang, Guochen Feng, Bo Zhong, Application of EMD combined with KNN approach in financial time series forecasting, Fluctuation Noise Letters 11 (2012) 1250018. (SCI)

[7]. Aijing Lin(*), Pengjian Shang and Hui Ma, The orthogonal V-system detrended fluctuation analysis, Fluctuation and Noise Letters 10 (2011) 189-206. (SCI)

[6]. Aijing Lin(*), Pengjian Shang, Minimizing periodic trends by applying Laplace transform, Fractals 19 (2011) 203-211. (SCI)

[5]. Xiaojun Zhao, Pengjian Shang, Aijing Lin, Multifractal Fourier detrended cross correlation analysis of traffic signals, Physica A 390 (2011) 3670-3678. (SCI)

[4]. Keqiang Dong, Pengjian Shang, Aijing Lin, Chaotic SVD method for minimizing the effect of seasonal trends in detrended cross-correlation analysis, Dynamics of Continuous,  Discrete, Impulsive Systems 18 (2011) 261-277. (SCI)

[3]. Aijing Lin(*)，Pengjian Shang, B-Spline detrended fluctuation analysis for minimizing the effect of trends, Dynamics of Continuous, Discrete, Impulsive Systems 17 (2010) 387-396. (SCI)

[2]. Hui Ma, Aijing Lin, Ruixia Song, Haiming Lu, Surface model analysis based on quadratic v-system in triangular domain, Journal of Software 21 (2010) 94-110. (EI)

[1]. Pengjian Shang, Aijing Lin, Liang Liu, Chaotic SVD method for minimizing the effect of exponential trends in detrended fluctuation analysis, Physica A 388 (2009) 720-726. (SCI)

专著/译著

专利

一种公交路链速度确定方法及装置

软件著作权

获奖与荣誉

社会兼职