ℓ2,1-Norm regularized discriminative feature selection for unsupervised learning Y Yang, HT Shen, Z Ma, Z Huang, X Zhou IJCAI international joint conference on artificial intelligence, 2011 | 875 | 2011 |
Computing with spatial trajectories Y Zheng, X Zhou Springer Science & Business Media, 2011 | 724 | 2011 |
Infrared patch-image model for small target detection in a single image C Gao, D Meng, Y Yang, Y Wang, X Zhou, AG Hauptmann IEEE transactions on image processing 22 (12), 4996-5009, 2013 | 604 | 2013 |
Discovery of convoys in trajectory databases H Jeung, ML Yiu, X Zhou, CS Jensen, HT Shen arXiv preprint arXiv:1002.0963, 2010 | 536 | 2010 |
Unsupervised feature selection using nonnegative spectral analysis Z Li, Y Yang, J Liu, X Zhou, H Lu Proceedings of the AAAI conference on artificial intelligence 26 (1), 1026-1032, 2012 | 528 | 2012 |
Spark: top-k keyword query in relational databases Y Luo, X Lin, W Wang, X Zhou Proceedings of the 2007 ACM SIGMOD international conference on Management of …, 2007 | 448 | 2007 |
Discovering popular routes from trajectories Z Chen, HT Shen, X Zhou 2011 IEEE 27th International Conference on Data Engineering, 900-911, 2011 | 435 | 2011 |
Online discovery of gathering patterns over trajectories K Zheng, Y Zheng, NJ Yuan, S Shang, X Zhou IEEE Transactions on Knowledge and Data Engineering 26 (8), 1974-1988, 2013 | 411 | 2013 |
A hybrid prediction model for moving objects H Jeung, Q Liu, HT Shen, X Zhou 2008 IEEE 24th international conference on data engineering, 70-79, 2008 | 384 | 2008 |
Graph Contextualized Self-Attention Network for Session-based Recommendation. C Xu, P Zhao, Y Liu, VS Sheng, J Xu, F Zhuang, J Fang, X Zhou IJCAI 19, 3940-3946, 2019 | 330 | 2019 |
Clustering-guided sparse structural learning for unsupervised feature selection Z Li, J Liu, Y Yang, X Zhou, H Lu IEEE Transactions on Knowledge and Data Engineering 26 (9), 2138-2150, 2013 | 322 | 2013 |
Searching trajectories by locations: an efficiency study Z Chen, HT Shen, X Zhou, Y Zheng, X Xie Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010 | 290 | 2010 |
Where to go next: A spatio-temporal gated network for next poi recommendation P Zhao, A Luo, Y Liu, J Xu, Z Li, F Zhuang, VS Sheng, X Zhou IEEE Transactions on Knowledge and Data Engineering 34 (5), 2512-2524, 2020 | 266 | 2020 |
Reducing uncertainty of low-sampling-rate trajectories K Zheng, Y Zheng, X Xie, X Zhou 2012 IEEE 28th international conference on data engineering, 1144-1155, 2012 | 261 | 2012 |
Adapting to user interest drift for poi recommendation H Yin, X Zhou, B Cui, H Wang, K Zheng, QVH Nguyen IEEE Transactions on Knowledge and Data Engineering 28 (10), 2566-2581, 2016 | 259 | 2016 |
Multi-source skyline query processing in road networks K Deng, X Zhou, HT Shen 2007 IEEE 23rd international conference on data engineering, 796-805, 2006 | 259 | 2006 |
Spatial-aware hierarchical collaborative deep learning for POI recommendation H Yin, W Wang, H Wang, L Chen, X Zhou IEEE Transactions on Knowledge and Data Engineering 29 (11), 2537-2551, 2017 | 252 | 2017 |
Compound Rank- Projections for Bilinear Analysis X Chang, F Nie, S Wang, Y Yang, X Zhou, C Zhang IEEE transactions on neural networks and learning systems 27 (7), 1502-1513, 2015 | 210 | 2015 |
Semisupervised feature selection via spline regression for video semantic recognition Y Han, Y Yang, Y Yan, Z Ma, N Sebe, X Zhou IEEE Transactions on Neural Networks and Learning Systems 26 (2), 252-264, 2014 | 192 | 2014 |
Genetic algorithm based QoS-aware service compositions in cloud computing Z Ye, X Zhou, A Bouguettaya Database Systems for Advanced Applications: 16th International Conference …, 2011 | 190 | 2011 |