Xun Zhou
Xun Zhou
Professor of Computer Science, Harbin Institute of Technology, Shenzhen (HIT-SZ)
Verified email at - Homepage
Cited by
Cited by
Hetero-convlstm: A deep learning approach to traffic accident prediction on heterogeneous spatio-temporal data
Z Yuan, X Zhou, T Yang
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
Spatiotemporal data mining: A computational perspective
S Shekhar, Z Jiang, RY Ali, E Eftelioglu, X Tang, VMV Gunturi, X Zhou
ISPRS International Journal of Geo-Information 4 (4), 2306-2338, 2015
A machine learning approach for air quality prediction: Model regularization and optimization
D Zhu, C Cai, T Yang, X Zhou
Big data and cognitive computing 2 (1), 5, 2018
Encyclopedia of GIS, 2nd Edition
S Shekhar, H Xiong, X Zhou
Task scheduling in deadline-aware mobile edge computing systems
T Zhu, T Shi, J Li, Z Cai, X Zhou
IEEE Internet of Things Journal 6 (3), 4854-4866, 2018
The rich and the poor: A Markov decision process approach to optimizing taxi driver revenue efficiency
H Rong, X Zhou, C Yang, Z Shafiq, A Liu
Proceedings of the 25th ACM international on conference on information and …, 2016
Experiences with evacuation route planning algorithms
S Shekhar, KS Yang, VMV Gunturi, L Manikonda, D Oliver, X Zhou, ...
International Journal of Geographical Information Science 26 (12), 2253-2265, 2012
Predicting traffic accidents through heterogeneous urban data: A case study
Z Yuan, X Zhou, T Yang, J Tamerius, R Mantilla
Proceedings of the 6th International Workshop on Urban Computing (UrbComp …, 2017
Spatiotemporal change footprint pattern discovery: an inter‐disciplinary survey
X Zhou, S Shekhar, RY Ali
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (1), 1-23, 2014
Optimizing taxi driver profit efficiency: A spatial network-based markov decision process approach
X Zhou, H Rong, C Yang, Q Zhang, AV Khezerlou, H Zheng, Z Shafiq, ...
IEEE Transactions on Big Data 6 (1), 145-158, 2018
Focal-test-based spatial decision tree learning
Z Jiang, S Shekhar, X Zhou, J Knight, J Corcoran
IEEE Transactions on Knowledge and Data Engineering 27 (6), 1547-1559, 2014
Precipitation effects on motor vehicle crashes vary by space, time, and environmental conditions
JD Tamerius, X Zhou, R Mantilla, T Greenfield-Huitt
Weather, Climate, and Society 8 (4), 399-407, 2016
Predicting traffic congestion propagation patterns: A propagation graph approach
H Xiong, A Vahedian, X Zhou, Y Li, J Luo
Proceedings of the 11th ACM SIGSPATIAL International Workshop on …, 2018
A traffic flow approach to early detection of gathering events: Comprehensive results
AV Khezerlou, X Zhou, L Li, Z Shafiq, AX Liu, F Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 8 (6), 1-24, 2017
Spatial big data
MR Evans, D Oliver, X Zhou, S Shekhar
Big Data: Techniques and Technologies in Geoinformatics, 149, 2014
Ring-shaped hotspot detection: A summary of results
E Eftelioglu, S Shekhar, D Oliver, X Zhou, MR Evans, Y Xie, JM Kang, ...
2014 IEEE International Conference on Data Mining, 815-820, 2014
Enabling spatial big data via CyberGIS: Challenges and opportunities
MR Evans, D Oliver, KS Yang, X Zhou, RY Ali, S Shekhar
CyberGIS for geospatial discovery and innovation, 143-170, 2019
Forecasting Gathering Events through Continuous Destination Prediction on Big Trajectory Data
A Vahedian, X Zhou, L Tong, Y Li, J Luo
25th ACM SIGSPATIAL International Conference on Advances in Geographic …, 2017
Curb-gan: Conditional urban traffic estimation through spatio-temporal generative adversarial networks
Y Zhang, Y Li, X Zhou, X Kong, J Luo
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Covid-gan: Estimating human mobility responses to covid-19 pandemic through spatio-temporal conditional generative adversarial networks
H Bao, X Zhou, Y Zhang, Y Li, Y Xie
Proceedings of the 28th international conference on advances in geographic …, 2020
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