Junbo Zhang(张钧波)
Junbo Zhang(张钧波)
JD Digits
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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
6732017
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
2752016
Composite rough sets for dynamic data mining
J Zhang, T Li, H Chen
Information Sciences, 2014
1542014
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
1542012
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
1332018
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
1332018
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
1322015
A parallel method for computing rough set approximations
J Zhang, T Li, D Ruan, Z Gao, C Zhao
Information Sciences, 2012
1292012
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
1242012
GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction.
Y Liang, S Ke, J Zhang, X Yi, Y Zheng
IJCAI, 3428-3434, 2018
1202018
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
1062018
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
852018
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
772014
A comparison of parallel large-scale knowledge acquisition using rough set theory on different MapReduce runtime systems
Y Zhang, Junbo and Wong, Jian-Syuan and Li, Tianrui and Pan
International Journal of Approximate Reasoning 55 (3), 896-907, 2014
772014
Incremental learning optimization on knowledge discovery in dynamic business intelligent systems
D Liu, T Li, D Ruan, J Zhang
Journal of Global Optimization 51 (2), 325-344, 2011
752011
Incremental updating approximations in probabilistic rough sets under the variation of attributes
D Liu, T Li, J Zhang
Knowledge-Based Systems 73, 81-96, 2015
742015
A rough set-based incremental approach for learning knowledge in dynamic incomplete information systems
D Liu, T Li, J Zhang
International Journal of Approximate Reasoning 55 (8), 1764-1786, 2014
702014
Parallel rough set based knowledge acquisition using MapReduce from big data
J Zhang, T Li, Y Pan
Proceedings of the 1st International Workshop on Big Data, Streams and …, 2012
542012
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
522019
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
472019
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