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Zheng Y, Capra L, Wolfson O, Yang H. Urban computing: concepts, methodologies, and applications. ACM Transactions on Intelligent Systems and Technology, 2014, 5(3): 222–235
Ji S G, Zheng Y, Li T R. Urban sensing based on human mobility. In: Proceedings of the 18th ACM International Conference on Ubiquitous Computing (UbiComp 2016). 2016, 1040–1051
Zheng Y. Trajectory data mining: an overview. ACM Transactions on Intelligent Systems and Technology, 2015, 6(3)
Bao J, Li R Y, Yi X W, Zheng Y. Managing massive trajectories on the cloud. In: Proceedings of the 24th ACM International Conference on Advances in Geographical Information Systems (ACM SIGSPATIAL 2016). 2016
Zheng Y. Methodologies for cross-domain data fusion: an overview. IEEE Transactions on Big Data, 2015, 1(1)
Zhang J B, Zheng Y, Qi D K. Deep spatio-temporal residual networks for citywide crowd flows prediction. In: Proceedings of the 31st AAAI Conference on Artificial Intelligence. 2016
Liu D Y, Weng D, Li Y H, Bao J, Zheng Y, Qu H M, Wu Y C. SmartAdP: visual analytics of large-scale taxi trajectories for selecting billboard locations. IEEE Transactions on Visualization & Computer Graphics, 2017, 23(1): 1–10
Zheng Y, Liu F, Hsieh H P. U-Air: when urban air quality inference meets big data. In: Proceedings of the 19th SIGKDD Conference on Knowledge Discovery and Data Mining. 2013, 1436–1444
Zheng Y, Yi X W, Li M, Li R Y, Shan Z Q, Chang E, Li T R. Forecasting fine-grained air quality based on big data. In: Proceeding of the 21st SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2015). 2015, 2267–2276
The work was supported by the National Natural Science Foundation of China (Grant Nos. 61672399 and U1401258), the China National Basic Research Program (973 Program) (2015CB352400).
Yu Zheng is a research manager in Urban Computing Group at Microsoft Research, China. He currently serves as the Editor-in- Chief of ACM Transactions on Intelligent Systems and Technology, and as the founding secretary of SIGKDD China Chapter. In 2013, he was named one of the Top Innovators under 35 by MIT Technology Review (TR35) for his research on urban computing. Zheng is an ACM Distinguished Scientist and CCF Distinguished Member. Besides, he is also a Chair Professor at Shanghai Jiao Tong University, China and an Adjunct Professor at Hong Kong University of Science and Technology, China.
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Zheng, Y. Urban computing: enabling urban intelligence with big data. Front. Comput. Sci. 11, 1–3 (2017). https://doi.org/10.1007/s11704-016-6907-2