Follow
Junbo Zhang(张钧波)
Junbo Zhang(张钧波)
JD Intelligent Cities Research | JD Technology
Verified email at jd.com - Homepage
Title
Cited by
Cited by
Year
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
J Zhang, Y Zheng, D Qi
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017
14632017
DNN-based prediction model for spatio-temporal data
J Zhang, Y Zheng, D Qi, R Li, X Yi
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances …, 2016
5572016
Geoman: Multi-level attention networks for geo-sensory time series prediction.
Y Liang, S Ke, J Zhang, X Yi, Y Zheng
IJCAI 2018, 3428-3434, 2018
3572018
Predicting citywide crowd flows using deep spatio-temporal residual networks
J Zhang, Y Zheng, D Qi, R Li, X Yi, T Li
Artificial Intelligence 259, 147-166, 2018
3092018
Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning
Z Pan, Y Liang, W Wang, Y Yu, Y Zheng, J Zhang
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
2682019
When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks
D Wang, J Zhang, W Cao, J Li, Y Zheng
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence …, 2018
2532018
Deep distributed fusion network for air quality prediction
X Yi, J Zhang, Z Wang, T Li, Y Zheng
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
2262018
Flow prediction in spatio-temporal networks based on multitask deep learning
J Zhang, Y Zheng, J Sun, D Qi
IEEE Transactions on Knowledge and Data Engineering 32 (3), 468-478, 2019
1892019
Composite rough sets for dynamic data mining
J Zhang, T Li, H Chen
Information Sciences, 2014
1832014
A fuzzy rough set approach for incremental feature selection on hybrid information systems
A Zeng, T Li, D Liu, J Zhang, H Chen
Fuzzy Sets and Systems 258, 39-60, 2015
1782015
Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems
J Zhang, T Li, D Ruan, D Liu
International Journal of Approximate Reasoning 53 (4), 620-635, 2012
1702012
Neighborhood rough sets for dynamic data mining
J Zhang, T Li, D Ruan, D Liu
International Journal of Intelligent Systems 27 (4), 317-342, 2012
1452012
A parallel method for computing rough set approximations
J Zhang, T Li, D Ruan, Z Gao, C Zhao
Information Sciences, 2012
1392012
Urban flow prediction from spatiotemporal data using machine learning: A survey
P Xie, T Li, J Liu, S Du, X Yang, J Zhang
Information Fusion 59, 1-12, 2020
1202020
DeepCrime: attentive hierarchical recurrent networks for crime prediction
C Huang, J Zhang, Y Zheng, NV Chawla
Proceedings of the 27th ACM International Conference on Information and …, 2018
1102018
ST-MVL: Filling Missing Values in Geo-sensory Time Series Data
X Yi, Y Zheng, J Zhang, T Li
1042016
Federated Forest
Y Liu, Y Liu, Z Liu, J Zhang, C Meng, Y Zheng
IEEE Transactions on Big Data, 2020
1022020
Predicting citywide crowd flows in irregular regions using multi-view graph convolutional networks
J Sun, J Zhang, Q Li, X Yi, Y Liang, Y Zheng
IEEE Transactions on Knowledge and Data Engineering, 2020
972020
A comparison of parallel large-scale knowledge acquisition using rough set theory on different MapReduce runtime systems
J Zhang, JS Wong, T Li, Y Pan
International Journal of Approximate Reasoning 55 (3), 896-907, 2014
952014
A parallel matrix-based method for computing approximations in incomplete information systems
J Zhang, JS Wong, Y Pan, T Li
IEEE Transactions on Knowledge and Data Engineering 27 (2), 326-339, 2014
942014
The system can't perform the operation now. Try again later.
Articles 1–20