Selected Publications

2023

Ma, C., Song, J.^*, Xu, Y. et al, "Vehicle-Based Machine Vision Approaches in Intelligent Connected System," IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2023.3276325.

Ma, C., Song, J. ^*, Xu, Y. et al. Reducing environment exposure to COVID-19 by IoT sensing and computing with deep learning. Neural Computing & Applications 35, 25097–25106 (2023).  DOI: 10.1007/s00521-023-08712-9

Zhang, X., Zhou, C., Zhang, Y., Song, J., et al. Where to place methane monitoring sites in China to better assist carbon management. npj Climate Atmosphere Sciences 6, 32 (2023). DOI: 10.1038/s41612-023-00359-6

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; 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; 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; DOI: 10.1109/TITS.2022.3197778

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; DOI: 10.1109/JIOT.2020.3041047