Changxi Ma
Impact in
- Transportation top 0.1%
- Transportation Planning and Optimization
- Urban Transport and Accessibility
- Human Mobility and Location-Based Analysis
- Building and Construction top 0.2%
- Traffic Prediction and Management Techniques
Papers in
- Transportation 101
- Transportation Planning and Optimization 83
- Urban Transport and Accessibility 32
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- Traffic Prediction and Management Techniques 59
- Co-authors
- Xuecai Xu (21 shared papers)Jibiao Zhou (12 shared papers)Ruichun He (35 shared papers)Wei Hao (8 shared papers)Miao Yu (5 shared papers)Ronghui Liu (5 shared papers)Weitiao Wu (5 shared papers)Wenzhou Jin (4 shared papers)
- Journals
- Physica A Statistical Mechanics and its Applications (19 papers)Journal of Advanced Transportation (14 papers)IEEE Access (12 papers)Sustainability (7 papers)Journal of Traffic and Transportation Engineering (English Edition) (7 papers)
- Partner nations
- ChinaUnited KingdomAustralia
In The Last Decade
Changxi Ma
192 papers receiving 3.9k citations
Changxi Ma's Hit Papers
Peers
Comparison fields: 5 of 146
- Transportation 1.8k
- Building and Construction 1.5k
- Safety, Risk, Reliability and Quality 930
- Automotive Engineering 917
- Control and Systems Engineering 1.2k
Countries citing papers authored by Changxi Ma
This map shows the geographic impact of Changxi Ma'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 Changxi Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Changxi Ma more than expected).
Fields of papers citing papers by Changxi Ma
This network shows the impact of papers produced by Changxi Ma. 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 Changxi Ma. The network helps show where Changxi Ma may publish in the future.
Co-authors
The 25 scholars most cited alongside Changxi Ma, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 210 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Short-Term Traffic Flow Prediction for Urban Road Sections Based on Time Series Analysis and LSTM_BILSTM Method Hit paper breakdown → | 2021 | 272 |
| 2 | A hybrid deep learning model with 1DCNN-LSTM-Attention networks for short-term traffic flow prediction Hit paper breakdown → | 2021 | 181 |
| 3 | 2019 | 150 | |
| 4 | 2018 | 121 | |
| 5 | 2019 | 114 | |
| 6 | 2018 | 109 | |
| 7 | 2018 | 106 | |
| 8 | 2018 | 104 | |
| 9 | 2020 | 104 | |
| 10 | 2019 | 102 | |
| 11 | 2022 | 102 | |
| 12 | 2020 | 94 | |
| 13 | 2020 | 89 | |
| 14 | 2019 | 86 | |
| 15 | 2018 | 81 | |
| 16 | 2015 | 71 | |
| 17 | 2022 | 71 | |
| 18 | 2020 | 67 | |
| 19 | 2020 | 65 | |
| 20 | 2020 | 58 |
About Changxi Ma
Changxi Ma is a scholar working on Transportation, Building and Construction, Control and Systems Engineering, Automotive Engineering and Safety, Risk, Reliability and Quality, having authored 210 papers that have together received 4.0k indexed citations. Recurring topics across this work include Transportation Planning and Optimization (83 papers), Traffic Prediction and Management Techniques (59 papers), Traffic control and management (56 papers), Traffic and Road Safety (33 papers), Urban Transport and Accessibility (32 papers), Transportation and Mobility Innovations (28 papers), Risk and Safety Analysis (22 papers) and Occupational Health and Safety Research (19 papers). The work is most often cited by research in Transportation (1.8k citations), Building and Construction (1.5k citations), Safety, Risk, Reliability and Quality (930 citations), Automotive Engineering (917 citations) and Control and Systems Engineering (1.2k citations). Changxi Ma has collaborated with scholars based in China, United Kingdom and Australia. Frequent co-authors include Xuecai Xu, Jibiao Zhou, Ruichun He, Wei Hao, Miao Yu, Ronghui Liu, Weitiao Wu, Wenzhou Jin, Changjiang Zheng and Wang Xiang. Their work appears in journals such as Physica A Statistical Mechanics and its Applications, Journal of Advanced Transportation, IEEE Access, Sustainability and Journal of Traffic and Transportation Engineering (English Edition).
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.