Jiangchuan Zheng

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 1

Top Topics

Inverse Reinforcement Learning

Unsupervised Learning

Pattern Discovery

Top Venues

Publications

Siyuan Liu, Shaojie Tang, Jiangchuan Zheng, Lionel M. Ni
Unsupervised Learning for Human Mobility Behaviors. INFORMS J. Comput. 34 (3) (2022)
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise. AAAI (2014)
Jiangchuan Zheng, Lionel M. Ni
Modeling heterogeneous routing decisions in trajectories for driving experience learning. UbiComp (2014)
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes. MDM (1) (2014)
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
User characterization from geographic topic analysis in online social media. ASONAM (2014)
Ye Ding, Jiangchuan Zheng, Haoyu Tan, Wuman Luo, Lionel M. Ni
Inferring Road Type in Crowdsourced Map Services. DASFAA (2) (2014)
James McInerney, Jiangchuan Zheng, Alex Rogers, Nicholas R. Jennings
Modelling heterogeneous location habits in human populations for location prediction under data sparsity. UbiComp (2013)
Jiangchuan Zheng, Lionel M. Ni
An unsupervised learning approach to social circles detection in ego bluetooth proximity network. UbiComp (2013)
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
Effective routine behavior pattern discovery from sparse mobile phone data via collaborative filtering. PerCom (2013)
Jiangchuan Zheng, Lionel M. Ni
Time-Dependent Trajectory Regression on Road Networks via Multi-Task Learning. AAAI (2013)
Jiangchuan Zheng, Lionel M. Ni
An unsupervised framework for sensing individual and cluster behavior patterns from human mobile data. UbiComp (2012)