Chang Wei Tan

1.6k total citations · 1 hit paper
51 papers, 797 citations indexed

About

Chang Wei Tan is a scholar working on Signal Processing, Electrical and Electronic Engineering and Artificial Intelligence. According to data from OpenAlex, Chang Wei Tan has authored 51 papers receiving a total of 797 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Signal Processing, 9 papers in Electrical and Electronic Engineering and 7 papers in Artificial Intelligence. Recurrent topics in Chang Wei Tan's work include Time Series Analysis and Forecasting (16 papers), Music and Audio Processing (8 papers) and Anomaly Detection Techniques and Applications (6 papers). Chang Wei Tan is often cited by papers focused on Time Series Analysis and Forecasting (16 papers), Music and Audio Processing (8 papers) and Anomaly Detection Techniques and Applications (6 papers). Chang Wei Tan collaborates with scholars based in Australia, China and United States. Chang Wei Tan's co-authors include Geoffrey I. Webb, Christoph Bergmeir, Mahsa Salehi, Navid Mohammadi Foumani, François Petitjean, Enhong Chen, Germain Forestier, Hui Xiong, Lynn Miller and Qi Liu and has published in prestigious journals such as Journal of the American Chemical Society, Scientific Reports and International Journal of Heat and Mass Transfer.

In The Last Decade

Chang Wei Tan

46 papers receiving 771 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.

Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey

2024 80 citations Navid Mohammadi Foumani, Lynn Miller et al. ACM Computing Surveys profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Chang Wei Tan Australia	15	252	250	95	95	70	51	797
Xifeng Guo China	13	862 3.4×	159 0.6×	230 2.4×	59 0.6×	36 0.5×	36	1.7k
Jing Cheng China	16	74 0.3×	47 0.2×	44 0.5×	135 1.4×	134 1.9×	120	1.1k
Jianpei Zhang China	19	548 2.2×	59 0.2×	137 1.4×	114 1.2×	13 0.2×	124	1.2k
Christophe García France	20	304 1.2×	234 0.9×	107 1.1×	75 0.8×	22 0.3×	83	1.9k
Wen-Sheng Chen China	19	196 0.8×	131 0.5×	73 0.8×	73 0.8×	102 1.5×	88	1.2k
Xinjing Wang China	19	476 1.9×	67 0.3×	112 1.2×	34 0.4×	46 0.7×	92	1.5k
Anuj Sharma India	13	227 0.9×	40 0.2×	63 0.7×	60 0.6×	21 0.3×	53	979
N. Davey United Kingdom	15	267 1.1×	121 0.5×	89 0.9×	64 0.7×	6 0.1×	54	779
Jeff Heaton United States	9	290 1.2×	93 0.4×	84 0.9×	53 0.6×	25 0.4×	16	849
Jilin Li China	31	1.1k 4.2×	577 2.3×	55 0.6×	174 1.8×	35 0.5×	71	3.4k

Countries citing papers authored by Chang Wei Tan

Since Specialization

Citations

This map shows the geographic impact of Chang Wei Tan'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 Chang Wei Tan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Chang Wei Tan more than expected).

Fields of papers citing papers by Chang Wei Tan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Chang Wei Tan. 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 Chang Wei Tan. The network helps show where Chang Wei Tan may publish in the future.

Co-authorship network of co-authors of Chang Wei Tan

This figure shows the co-authorship network connecting the top 25 collaborators of Chang Wei Tan. A scholar is included among the top collaborators of Chang Wei Tan 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 Chang Wei Tan. Chang Wei Tan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Xiang, Yu, et al.. (2025). A clustering fractional-order grey model in short-term electrical load forecasting. Scientific Reports. 15(1). 6207–6207. 2 indexed citations

Tan, Chang Wei, et al.. (2025). Proximity forest 2.0: a new effective and scalable similarity-based classifier for time series. Data Mining and Knowledge Discovery. 39(2).

Tan, Chang Wei, Jiahao Meng, Baimei He, et al.. (2025). Effects of therapeutic interventions on long COVID: a meta-analysis of randomized controlled trials. EClinicalMedicine. 87. 103412–103412.

Bagnall, Anthony, Matthew Middlehurst, Germain Forestier, et al.. (2024). A Hands-on Introduction to Time Series Classification and Regression. ePrints Soton (University of Southampton). 6410–6411. 2 indexed citations

Foumani, Navid Mohammadi, Lynn Miller, Chang Wei Tan, et al.. (2024). Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey. ACM Computing Surveys. 56(9). 1–45. 80 indexed citations breakdown →

Tan, Chang Wei, et al.. (2023). Ultra-fast meta-parameter optimization for time series similarity measures with application to nearest neighbour classification. Knowledge and Information Systems. 65(5). 2123–2157. 1 indexed citations

Foumani, Navid Mohammadi, Chang Wei Tan, Geoffrey I. Webb, & Mahsa Salehi. (2023). Improving position encoding of transformers for multivariate time series classification. Data Mining and Knowledge Discovery. 38(1). 22–48. 73 indexed citations

Tan, Chang Wei, et al.. (2023). Parameterizing the cost function of dynamic time warping with application to time series classification. Data Mining and Knowledge Discovery. 37(5). 2024–2045. 8 indexed citations

Cao, Zijian, Dong Zhao, Haitao Yuan, et al.. (2023). F3VeTrac: Enabling Fine-Grained, Fully-Road-Covered, and Fully-Individual- Penetrative Vehicle Trajectory Recovery. IEEE Transactions on Mobile Computing. 23(5). 4975–4991. 4 indexed citations

10.

Gonen, Ofer M., Piero Perucca, Amanda Gilligan, et al.. (2022). Automated Interictal Epileptiform Discharge Detection from Scalp EEG Using Scalable Time-series Classification Approaches. International Journal of Neural Systems. 33(1). 2350001–2350001. 10 indexed citations

11.

Zhou, Qin, Zhihan Fang, Yunhuai Liu, Chang Wei Tan, & Desheng Zhang. (2021). A Measurement Framework for Explicit and Implicit Urban Traffic Sensing. ACM Transactions on Sensor Networks. 17(4). 1–27. 3 indexed citations

12.

Tan, Chang Wei, Christoph Bergmeir, François Petitjean, & Geoffrey I. Webb. (2021). Time series extrinsic regression: Predicting numeric values from time series data.. PubMed. 35(3). 1032–1060. 62 indexed citations

13.

Tan, Chang Wei, Christoph Bergmeir, François Petitjean, & Geoffrey I. Webb. (2020). Monash University, UEA, UCR Time Series Regression Archive. arXiv (Cornell University). 4 indexed citations

14.

Tan, Chang Wei, et al.. (2018). Tamping Effectiveness Prediction Using Supervised Machine Learning Techniques. 1010–1023. 2 indexed citations

15.

Zhou, Qin, Zhihan Fang, Yunhuai Liu, et al.. (2018). EXIMIUS. 1–14. 29 indexed citations

16.

Li, Qiang, et al.. (2016). A Study of Magnetic Resonance Wireless Power Transfer System Based on Half Bridge Inverter. 317. 1–5. 2 indexed citations

17.

Tan, Chang Wei, Qi Liu, Enhong Chen, Hui Xiong, & Xiang Wu. (2014). Object-Oriented Travel Package Recommendation. ACM Transactions on Intelligent Systems and Technology. 5(3). 1–26. 23 indexed citations

18.

Tan, Chang Wei & Jun Cao. (2013). An Algorithm for License Plate Location Based on Color and Texture. 7 a. 356–359. 3 indexed citations

19.

Tan, Chang Wei & Jun Cao. (2013). Periodicity and Permanence of a Discrete Impulsive Lotka-Volterra Predator-Prey Model Concerning Integrated Pest Management. Discrete Dynamics in Nature and Society. 2013. 1–10.

20.

Tan, Chang Wei & Robert DiBiano. (1972). A Parametric Study of Falkner-Skan Problem with Mass Transfer. AIAA Journal. 10(7). 923–925. 20 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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