Xiaolei Ma
Impact in
- Transportation top 0.02%
- Transportation Planning and Optimization
- Human Mobility and Location-Based Analysis
- Urban Transport and Accessibility
- Building and Construction top 0.02%
- Traffic Prediction and Management Techniques
Papers in
-
- Transportation Planning and Optimization 66
- Human Mobility and Location-Based Analysis 33
- Urban Transport and Accessibility 28
-
- Traffic Prediction and Management Techniques 48
- Urban and Freight Transport Logistics 14
- Co-authors
- Yunpeng Wang (10 shared papers)Yinhai Wang (32 shared papers)Haiyang Yu (7 shared papers)Zhimin Tao (1 shared paper)Zhuang Dai (6 shared papers)Yong Wang (2 shared papers)Chuan Ding (11 shared papers)Zhengbing He (1 shared paper)
- Journals
- Transportation Research Part C Emerging Technologies (12 papers)IEEE Transactions on Intelligent Transportation Systems (10 papers)Transportation Research Part D Transport and Environment (7 papers)Transportation Research Part E Logistics and Transportation Review (6 papers)Expert Systems with Applications (4 papers)
- Partner nations
- ChinaUnited StatesSweden
In The Last Decade
Xiaolei Ma
174 papers receiving 8.7k citations
Xiaolei Ma's Hit Papers
Peers
Comparison fields: 5 of 166
- Transportation 4.9k
- Building and Construction 5.1k
- Automotive Engineering 1.7k
- Control and Systems Engineering 2.4k
- Safety, Risk, Reliability and Quality 536
Countries citing papers authored by Xiaolei Ma
This map shows the geographic impact of Xiaolei 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 Xiaolei Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaolei Ma more than expected).
Fields of papers citing papers by Xiaolei Ma
This network shows the impact of papers produced by Xiaolei 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 Xiaolei Ma. The network helps show where Xiaolei Ma may publish in the future.
Co-authors
The 25 scholars most cited alongside Xiaolei 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 189 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Long short-term memory neural network for traffic speed prediction using remote microwave sensor data Hit paper breakdown → | 2015 | 1722 |
| 2 | Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction Hit paper breakdown → | 2017 | 1155 |
| 3 | Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks Hit paper breakdown → | 2017 | 517 |
| 4 | Large-Scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory Hit paper breakdown → | 2015 | 410 |
| 5 | 2016 | 291 | |
| 6 | A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership Hit paper breakdown → | 2018 | 268 |
| 7 | 2017 | 203 | |
| 8 | Learning Dynamic and Hierarchical Traffic Spatiotemporal Features With Transformer Hit paper breakdown → | 2021 | 192 |
| 9 | 2017 | 178 | |
| 10 | 2018 | 166 | |
| 11 | 2017 | 164 | |
| 12 | 2016 | 149 | |
| 13 | 2019 | 122 | |
| 14 | 2020 | 116 | |
| 15 | 2020 | 108 | |
| 16 | 2021 | 106 | |
| 17 | 2021 | 102 | |
| 18 | 2020 | 102 | |
| 19 | 2020 | 100 | |
| 20 | 2017 | 99 |
About Xiaolei Ma
Xiaolei Ma is a scholar working on Transportation, Building and Construction, Automotive Engineering, Control and Systems Engineering and Computer Networks and Communications, having authored 189 papers that have together received 8.9k indexed citations. Recurring topics across this work include Transportation Planning and Optimization (66 papers), Traffic Prediction and Management Techniques (48 papers), Human Mobility and Location-Based Analysis (33 papers), Transportation and Mobility Innovations (30 papers), Urban Transport and Accessibility (28 papers), Traffic control and management (23 papers), Electric Vehicles and Infrastructure (18 papers) and Urban and Freight Transport Logistics (14 papers). The work is most often cited by research in Transportation (4.9k citations), Building and Construction (5.1k citations), Automotive Engineering (1.7k citations), Control and Systems Engineering (2.4k citations) and Safety, Risk, Reliability and Quality (536 citations). Xiaolei Ma has collaborated with scholars based in China, United States and Sweden. Frequent co-authors include Yunpeng Wang, Yinhai Wang, Haiyang Yu, Zhimin Tao, Zhuang Dai, Yong Wang, Chuan Ding, Zhengbing He, Jihui Ma and Zhi-Hai Wu. Their work appears in journals such as Transportation Research Part C Emerging Technologies, IEEE Transactions on Intelligent Transportation Systems, Transportation Research Part D Transport and Environment, Transportation Research Part E Logistics and Transportation Review and Expert Systems with Applications.
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.