Guannan Liu
Guannan Liu
Associate Professor, Beihang University
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A cost-effective recommender system for taxi drivers
M Qu, H Zhu, J Liu, G Liu, H Xiong
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
Traffic speed prediction and congestion source exploration: A deep learning method
J Wang, Q Gu, J Wu, G Liu, Z Xiong
2016 IEEE 16th international conference on data mining (ICDM), 499-508, 2016
Embedding temporal network via neighborhood formation
Y Zuo, G Liu, H Lin, J Guo, X Hu, J Wu
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
Human mobility synchronization and trip purpose detection with mixture of hawkes processes
P Wang, Y Fu, G Liu, W Hu, C Aggarwal
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
Semantic search for public opinions on urban affairs: A probabilistic topic modeling-based approach
B Ma, N Zhang, G Liu, L Li, H Yuan
Information Processing & Management 52 (3), 430-445, 2016
Real estate ranking via mixed land-use latent models
Y Fu, G Liu, S Papadimitriou, H Xiong, Y Ge, H Zhu, C Zhu
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
Exploring the impact of dynamic mutual influence on social event participation
T Xu, H Zhong, H Zhu, H Xiong, E Chen, G Liu
Proceedings of the 2015 SIAM international conference on data mining, 262-270, 2015
Ensemble-spotting: Ranking urban vibrancy via poi embedding with multi-view spatial graphs
P Wang, J Zhang, G Liu, Y Fu, C Aggarwal
Proceedings of the 2018 SIAM International Conference on Data Mining, 351-359, 2018
Modeling buying motives for personalized product bundle recommendation
G Liu, Y Fu, G Chen, H Xiong, C Chen
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (3), 1-26, 2017
Wisdom of fusion: Prediction of 2016 Taiwan election with heterogeneous big data
Z Xie, G Liu, J Wu, L Wang, C Liu
2016 13th international conference on service systems and service management …, 2016
Discovering temporal retweeting patterns for social media marketing campaigns
G Liu, Y Fu, T Xu, H Xiong, G Chen
2014 IEEE international conference on data mining, 905-910, 2014
Fused latent models for assessing product return propensity in online commerce
Y Fu, G Liu, S Papadimitriou, H Xiong, X Li, G Chen
Decision Support Systems 91, 77-88, 2016
Spotting trip purposes from taxi trajectories: A general probabilistic model
P Wang, G Liu, Y Fu, Y Zhou, J Li
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (3), 1-26, 2017
Being rational or aggressive? A revisit to Dunbar׳ s number in online social networks
J Zhao, J Wu, G Liu, D Tao, K Xu, C Liu
Neurocomputing 142, 343-353, 2014
Representing urban forms: A collective learning model with heterogeneous human mobility data
Y Fu, G Liu, Y Ge, P Wang, H Zhu, C Li, H Xiong
IEEE transactions on knowledge and data engineering 31 (3), 535-548, 2018
Exploiting the dynamic mutual influence for predicting social event participation
T Xu, H Zhu, H Zhong, G Liu, H Xiong, E Chen
IEEE Transactions on Knowledge and Data Engineering 31 (6), 1122-1135, 2018
On modeling the crowding and psychological effects in network-virus prevalence with nonlinear epidemic model
H Yuan, G Liu, G Chen
Applied Mathematics and Computation 219 (5), 2387-2397, 2012
Big data would not lie: prediction of the 2016 Taiwan election via online heterogeneous information
Z Xie, G Liu, J Wu, Y Tan
EPJ Data Science 7, 1-16, 2018
An approach to finding the cost-effective immunization targets for information assurance
G Liu, J Zhang, G Chen
Decision support systems 67, 40-52, 2014
Whose posts to read: Finding social sensors for effective information acquisition
K Yuan, G Liu, J Wu
Information Processing & Management 56 (4), 1204-1219, 2019
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