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Dr Zheng Baihua (郑白桦)
Dr Zheng Baihua (郑白桦)
Professor, School of Computing and Information Systems, Singapore Management University
Verified email at smu.edu.sg - Homepage
Title
Cited by
Cited by
Year
A survey on modern deep neural network for traffic prediction: Trends, methods and challenges
DA Tedjopurnomo, Z Bao, B Zheng, FM Choudhury, AK Qin
IEEE Transactions on Knowledge and Data Engineering 34 (4), 1544-1561, 2020
5662020
IR-Tree: An Efficient Index for Geographic Document Search.
Z LI, KCK LEE, B ZHENG, WC LEE, DL LEE, X WANG
IEEE Transactions on Knowledge and Data Engineering 23 (4), 585, 2011
4012011
Data management in location-dependent information services
DL Lee, WC Lee, J Xu, B Zheng
IEEE Pervasive computing 3 (3), 65-72, 2002
2972002
Approaching the skyline in Z order
KCK Lee, B Zheng, H Li, WC Lee
Proceedings of the 33rd international conference on Very large data bases …, 2007
2862007
Cache invalidation and replacement strategies for location-dependent data in mobile environments
B Zheng, J Xu, DL Lee
IEEE Transactions on Computers 51 (10), 1141-1153, 2002
2582002
Semantic caching in location-dependent query processing
B Zheng, DL Lee
International Symposium on Spatial and Temporal Databases, 97-113, 2001
2122001
Modeling trajectories with recurrent neural networks
H Wu, Z Chen, W Sun, B Zheng, W Wang
International Joint Conference on Artificial Intelligence (IJCAI'17), 2017
2082017
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision
H Zhang, H Wu, W Sun, B Zheng
International Joint Conference on Artificial Intelligence (IJCAI 2018), 2018
1992018
PRESS: A novel framework of trajectory compression in road networks
R Song, W Sun, B Zheng, Y Zheng
Proceedings of the VLDB Endowment 7 (9), 661-672, 2014
1922014
Grid-partition index: a hybrid method for nearest-neighbor queries in wireless location-based services
B Zheng, J Xu, WC Lee, DL Lee
The VLDB Journal 15, 21-39, 2006
1672006
Spatial queries in wireless broadcast systems
B Zheng, WC Lee, DL Lee
Wireless Networks 10 (6), 723-736, 2004
1472004
ROAD: A new spatial object search framework for road networks
KCK Lee, WC Lee, B Zheng, Y Tian
IEEE transactions on knowledge and data engineering 24 (3), 547-560, 2012
1442012
Z-SKY: an efficient skyline query processing framework based on Z-order
KCK Lee, WC Lee, B Zheng, H Li, Y Tian
The VLDB Journal 19 (3), 333-362, 2010
1222010
Energy efficient index for querying location-dependent data in mobile broadcast environments
J Xu, B Zheng, WC Lee, DL Lee
Proceedings 19th International Conference on Data Engineering (Cat. No …, 2003
1152003
Understanding the effects of taxi ride-sharing—A case study of Singapore
Y Wang, B Zheng, EP Lim
Computers, Environment and Urban Systems 69, 124-132, 2018
1122018
DSI: A fully distributed spatial index for location-based wireless broadcast services
WC Lee, B Zheng
25th IEEE International Conference on Distributed Computing Systems (ICDCS …, 2005
1092005
Trajectory similarity learning with auxiliary supervision and optimal matching
H ZHANG, X ZHANG, Q JIANG, B ZHENG, Z SUN, W SUN
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
1032020
Continuous obstructed nearest neighbor queries in spatial databases
Y Gao, B Zheng
Proceedings of the 2009 ACM SIGMOD International Conference on Management of …, 2009
1012009
Self-guided learning to denoise for robust recommendation
Y Gao, Y Du, Y Hu, L Chen, X Zhu, Z Fang, B Zheng
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
992022
Should we use the sample? Analyzing datasets sampled from Twitter’s stream API
Y Wang, J Callan, B Zheng
ACM Transactions on the Web (TWEB) 9 (3), 1-23, 2015
992015
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