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Siyuan Liu
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Publications
- 2015
- [j20]Siyuan Liu, Shuhui Wang, Ce Liu, Ramayya Krishnan:
Understanding taxi drivers' routing choices from spatial and social traces. Frontiers Comput. Sci. 9(2): 200-209 (2015) - [j13]Siyuan Liu, Yisong Yue, Ramayya Krishnan:
Non-Myopic Adaptive Route Planning in Uncertain Congestion Environments. IEEE Trans. Knowl. Data Eng. 27(9): 2438-2451 (2015) - [c61]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan:
Predicting Bundles of Spatial Locations from Learning Revealed Preference Data. AAMAS 2015: 1121-1129 - [c57]Yingjie Zhang, Beibei Li, Ramayya Krishnan, Siyuan Liu:
Learning from the Offline Trace: A Case Study of the Taxi Industry. ICIS 2015 - 2014
- [j5]Siyuan Liu, Lionel M. Ni, Ramayya Krishnan:
Fraud Detection From Taxis' Driving Behaviors. IEEE Trans. Veh. Technol. 63(1): 464-472 (2014) - [c51]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan:
A quantitative analysis of decision process in social groups using human trajectories. AAMAS 2014: 1425-1426 - [c43]Siyuan Liu, Shuhui Wang, Ramayya Krishnan:
Persistent Community Detection in Dynamic Social Networks. PAKDD (1) 2014: 78-89 - [c40]Siyuan Liu, Shuhui Wang, Feida Zhu, Jinbo Zhang, Ramayya Krishnan:
HYDRA: large-scale social identity linkage via heterogeneous behavior modeling. SIGMOD Conference 2014: 51-62 - 2013
- [j3]Siyuan Liu, Jiansu Pu, Qiong Luo, Huamin Qu, Lionel M. Ni, Ramayya Krishnan:
VAIT: A Visual Analytics System for Metropolitan Transportation. IEEE Trans. Intell. Transp. Syst. 14(4): 1586-1596 (2013) - [c36]Siyuan Liu, Shuhui Wang, Kasthuri Jayarajah, Archan Misra, Ramayya Krishnan:
TODMIS: mining communities from trajectories. CIKM 2013: 2109-2118 - [c33]Siyuan Liu, Yisong Yue, Ramayya Krishnan:
Adaptive collective routing using gaussian process dynamic congestion models. KDD 2013: 704-712 - [c30]Siyuan Liu, Miguel Araujo, Emma Brunskill, Rosaldo J. F. Rossetti, João Barros, Ramayya Krishnan:
Understanding Sequential Decisions via Inverse Reinforcement Learning. MDM (1) 2013: 177-186 - [c29]Siyuan Liu, Ramayya Krishnan, Emma Brunskill, Lionel M. Ni:
Modeling Social Information Learning among Taxi Drivers. PAKDD (2) 2013: 73-84 - 2012
- [c21]Siyuan Liu, Ce Liu, Qiong Luo, Lionel M. Ni, Ramayya Krishnan:
Calibrating Large Scale Vehicle Trajectory Data. MDM 2012: 222-231
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