Aijing Lin

1.7k total citations · 1 hit paper
57 papers, 1.3k citations indexed

About

Aijing Lin is a scholar working on Economics and Econometrics, Statistical and Nonlinear Physics and Signal Processing. According to data from OpenAlex, Aijing Lin has authored 57 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Economics and Econometrics, 28 papers in Statistical and Nonlinear Physics and 15 papers in Signal Processing. Recurrent topics in Aijing Lin's work include Complex Systems and Time Series Analysis (38 papers), Chaos control and synchronization (27 papers) and Neural dynamics and brain function (14 papers). Aijing Lin is often cited by papers focused on Complex Systems and Time Series Analysis (38 papers), Chaos control and synchronization (27 papers) and Neural dynamics and brain function (14 papers). Aijing Lin collaborates with scholars based in China, United States and Bulgaria. Aijing Lin's co-authors include Pengjian Shang, Xiaojun Zhao, Plamen Ch. Ivanov, Ningning Zhang, Ronny P. Bartsch, Kang K. L. Liu, Wenbin Shi, Gang Chen, Xinlei Ge and Jing Wang and has published in prestigious journals such as Expert Systems with Applications, Information Sciences and Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences.

In The Last Decade

Aijing Lin

52 papers receiving 1.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient

2022 155 citations Aijing Lin et al. Information Sciences profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Aijing Lin China	17	623	323	248	217	174	57	1.3k
E. A. Gopalakrishnan India	16	175 0.3×	147 0.5×	67 0.3×	435 2.0×	116 0.7×	45	1.3k
Wenbin Shi China	20	332 0.5×	235 0.7×	322 1.3×	31 0.1×	57 0.3×	82	1.1k
Joseph D. Petruccelli United States	20	339 0.5×	16 0.0×	137 0.6×	154 0.7×	311 1.8×	52	1.4k
Weidong Dang China	20	204 0.3×	178 0.6×	807 3.3×	37 0.2×	4 0.0×	47	1.6k
J. Zhang Hong Kong	10	377 0.6×	324 1.0×	106 0.4×	15 0.1×	5 0.0×	25	965
Benjamin Schäfer Germany	19	115 0.2×	193 0.6×	38 0.2×	26 0.1×	15 0.1×	62	1.1k
J.C. Principe United States	10	67 0.1×	84 0.3×	174 0.7×	36 0.2×	9 0.1×	26	990
John Berkowitz United States	3	30 0.0×	39 0.1×	78 0.3×	105 0.5×	18 0.1×	3	1.4k
William Lefebvre France	5	43 0.1×	29 0.1×	59 0.2×	62 0.3×	17 0.1×	13	830

Countries citing papers authored by Aijing Lin

Since Specialization

Citations

This map shows the geographic impact of Aijing Lin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aijing Lin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aijing Lin more than expected).

Fields of papers citing papers by Aijing Lin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aijing Lin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aijing Lin. The network helps show where Aijing Lin may publish in the future.

Co-authorship network of co-authors of Aijing Lin

This figure shows the co-authorship network connecting the top 25 collaborators of Aijing Lin. A scholar is included among the top collaborators of Aijing Lin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Aijing Lin. Aijing Lin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Hu, Wenxiu, et al.. (2025). A novel forecasting method for time series based on vector visibility graphs. Physica A Statistical Mechanics and its Applications. 677. 130839–130839. 1 indexed citations

Lin, Aijing, et al.. (2025). Forecasting financial time series using a hybrid model with ICEEMDAN and multidimensional KNN-BP. Nonlinear Dynamics. 113(15). 19635–19655.

Lin, Aijing, et al.. (2024). Modified hierarchical time-delayed distribution entropy: an effective method for signal complexity measurement. Nonlinear Dynamics. 113(2). 1191–1207. 1 indexed citations

Lin, Aijing, et al.. (2024). Multiscale modified diversity entropy as a measure of time series synchrony. Communications in Nonlinear Science and Numerical Simulation. 142. 108555–108555.

Lin, Aijing, et al.. (2024). Spectral Time-Varying Pattern Causality and Its Application. IEEE Journal of Biomedical and Health Informatics. 28(6). 3742–3749.

Lin, Aijing, et al.. (2023). Detection of Attention Deficit Hyperactivity Disorder in children using CEEMDAN-based cross frequency symbolic convergent cross mapping. Expert Systems with Applications. 226. 120105–120105. 14 indexed citations

Lin, Aijing, et al.. (2023). Measurement of information transfer based on phase increment transfer entropy. Chaos Solitons & Fractals. 174. 113864–113864. 5 indexed citations

Lin, Aijing, et al.. (2022). Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient. Information Sciences. 608. 517–531. 155 indexed citations breakdown →

Lin, Aijing, et al.. (2021). Time series classification based on detrended partial cross-correlation. Europhysics Letters (EPL). 134(5). 50006–50006. 1 indexed citations

10.

Lin, Aijing, Kang K. L. Liu, Ronny P. Bartsch, & Plamen Ch. Ivanov. (2020). Dynamic network interactions among distinct brain rhythms as a hallmark of physiologic state and function. Communications Biology. 3(1). 197–197. 61 indexed citations

11.

Lin, Aijing, Kang K. L. Liu, Ronny P. Bartsch, & Plamen Ch. Ivanov. (2020). Author Correction: Dynamic network interactions among distinct brain rhythms as a hallmark of physiologic state and function. Communications Biology. 3(1). 266–266. 6 indexed citations

12.

Zhang, Ningning, Aijing Lin, Hui Ma, Pengjian Shang, & Pengbo Yang. (2018). Weighted multivariate composite multiscale sample entropy analysis for the complexity of nonlinear times series. Physica A Statistical Mechanics and its Applications. 508. 595–607. 15 indexed citations

13.

Zhang, Ningning, Aijing Lin, & Pengjian Shang. (2017). Symbolic phase transfer entropy method and its application. Communications in Nonlinear Science and Numerical Simulation. 51. 78–88. 19 indexed citations

14.

Yang, Pengbo, Pengjian Shang, & Aijing Lin. (2016). Financial time series analysis based on effective phase transfer entropy. Physica A Statistical Mechanics and its Applications. 468. 398–408. 15 indexed citations

15.

Zhao, Xiaojun, Pengjian Shang, & Aijing Lin. (2016). Transfer mutual information: A new method for measuring information transfer to the interactions of time series. Physica A Statistical Mechanics and its Applications. 467. 517–526. 8 indexed citations

16.

Liu, Kang K. L., Ronny P. Bartsch, Aijing Lin, Rosario N. Mantegna, & Plamen Ch. Ivanov. (2015). Plasticity of brain wave network interactions and evolution across physiologic states. Frontiers in Neural Circuits. 9. 62–62. 96 indexed citations

17.

Shi, Wenbin, Pengjian Shang, Jing Wang, & Aijing Lin. (2014). Multiscale multifractal detrended cross-correlation analysis of financial time series. Physica A Statistical Mechanics and its Applications. 403. 35–44. 78 indexed citations

18.

Lin, Aijing, et al.. (2014). Cross-correlations and structures of stock markets based on multiscale MF-DXA and PCA. Nonlinear Dynamics. 78(1). 485–494. 33 indexed citations

19.

Zhao, Xiaojun, Pengjian Shang, & Aijing Lin. (2014). Distribution of eigenvalues of detrended cross-correlation matrix. Europhysics Letters (EPL). 107(4). 40008–40008. 12 indexed citations

20.

Zhao, Xiaojun, Pengjian Shang, Aijing Lin, & Gang Chen. (2011). Multifractal Fourier detrended cross-correlation analysis of traffic signals. Physica A Statistical Mechanics and its Applications. 390(21-22). 3670–3678. 91 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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