People
Dr. Song Jun (宋俊博士)
Research Assistant Professor
Member of the Smart Society Lab
Transport and Environment
Education
2017-2021, Ph.D., Department of Civil and Environmental Engineering, Imperial College London, UK
2010-2016, M.Sc. and B.Sc., Southwest Jiaotong University, China
Teaching
- Geographical Information Systems
Awards
- China Youth Entrepreneurship Award (2017)
- Cloud-Guizhou Young Scientist Award (2018)
- AI Challenger Award (2018)
Professional and Community Services
- 2022-2027 Beijing-Tianjin-Hebei Big Data Association, Environment Protection Committee
- 2022-2025 Yangtze River Delta Carbon Neutrality Strategic Development Committee
Academic Services
- Associate Editor in IEEE Transactions on Emerging Topics in Computational Intelligence;
- Invited reviewer in Nature Communications, Nature Climate Change, IEEE Internet of Things Journal, IEEE Transactions on Intelligent Transportation Systems, Journal of Modern Transportation, Science of the Total Environment;
- Invited author of London Journals Press, IEEE
Research Interests
- Transport and Environment
- Mobile Air Pollution Sensing & Modelling
- Artificial Intelligence and Block-chain
- Carbon neutrality
Selected Publications
2022
Song, J., Stettler, M. E.* (2022). J. A Novel Multi-pollutant Space–time Learning Network for Air Pollution Inference. Science of the Total Environment. 811, 152254; (影响因子 10.753) DOI: 10.1016/j.scitotenv.2021.152254
Song, J.*, Fan H.W., Gao M., Xu Y.B., Ran M.H., Liu X.R., Guo Y.K.* (2022). Toward High-Performance Map-Recovery of Air Pollution Using Machine Learning. ACS EST Engineering;（新刊，Environment Science & Technology 姊妹刊）DOI: 10.1021/acsestengg.2c00248
Chai, J., Song, J.*, Fan H.W., Xu Y.B., Zhang, L., Guo B.*, Xu Y.W. (2022), "ST-Bikes: Predicting Travel-Behaviors of Sharing-Bikes Exploiting Urban Big Data," IEEE Transactions on Intelligent Transportation Systems, 2022; (影响因子 9.551) DOI: 10.1109/TITS.2022.3197778
Chai, J., Song, J.*, Zhang, L., Guo B.*, Xu Y.W. (2022), "Optimization of Land Use Regression Modelling of PM2.5 Spatial Variations in Different Seasons across China", Journal of Sensors, 3659254, 9 ; (影响因子2.336) DOI: 10.1155/2022/3659254
Chai, J., Song, J.*, Xu Y.W., Zhang, L., Guo B.* (2022), "Enhancing the Applicability of Satellite Remote Sensing for Estimation Using Machine Learning Models in China", Journal of Sensors, 7148682, 8 ; (影响因子2.336) DOI: 10.1155/2022/7148682
Wu, X.*; Qi, Y.; Song, J.; Yao, J.; Wang, Y.; Liu, Y.; Han, Y.; Qian, Q. (2022), “CA-STD: Scene Text Detection in Arbitrary Shape Based on Conditional Attention”, Information, 13, 565. DOI: 10.3390/info13120565
2021
Song, J., Han, K.*, Stettler, M. (2021). Deep-MAPS: Machine Learning based Mobile Air Pollution Sensing. IEEE Internet of Things Journal. 8, 7649–7660; (影响因子 10.238) DOI: 10.1109/JIOT.2020.3041047