Chuanren Liu

Chuanren Liu

Areas of Expertise

  • Computational Finance
  • Data Mining
  • Health Informatics
  • Knowledge Management
  • Recommender Systems
  • Sequential Pattern Analysis
  • Social Mining
  • Spatio-temporal Data Analysis
  • Text Mining

Selected Works

Articles

Zhong, Hao, Liu, Chuanren, Zhong, Junwei, and Xiong, Hui, Which Startup to Invest in: A Personalized Portfolio Strategy. Annals of Operations Research (Forthcoming)

Sun, Leilei, Guo, Chonghui, Liu, Chuanren, and Xiong, Hui, Fast Affinity Propagation Clustering based on Incomplete Similarity Matrix. Knowledge and Information Systems (Forthcoming)

Liu, Chuanren, Xiong, Hui, Papadimitriou, Spiros, Ge, Yong, and Xiao, Keli, A Proactive Workflow Model for Healthcare Operation and Management. IEEE Transactions on Knowledge and Data Engineering (Mar 2017):

Liu, Yanchi, Liu, Chuanren, Yuan, Jing, Duan, Lian, Fu, Yanjie, Xiong, Hui, Xu, Songhua, and Wu, Junjie, Intelligent Bus Routing with Heterogeneous Human Mobility Patterns. Knowledge and Information Systems 50 (Feb 2017):

Guo, Yanhong, Zhou, Wenjun, Luo, Chunyu, Liu, Chuanren, and Xiong, Hui, Instance-Based Credit Risk Assessment for Investment Decisions in P2P Lending. European Journal of Operational Research 249 (Mar 2016): 417-426.

Liu, Chuanren, Zhang, Kai, Xiong, Hui, Jiang, Guofei, and Yang, Qiang, Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization. IEEE Transactions on Knowledge and Data Engineering 28 (Jan 2016): 211-223.

Presented Research

Liu, Chuanren, Catch Me If You Can: Detecting Pickpocket Suspe…, ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: San Francisco, CA, (Aug 2016):

Proceedings

Liu, Yanchi, Liu, Chuanren, Lu, Xinjiang, Xiong, Hui, Teng, Mingfei, and Zhu, Hengshu, Point-of-Interest Demand Modeling with Human Mobility Patterns, ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Aug 2017. ACM (Aug 2017):

Zhang, Kai, Liu, Chuanren, Zhang, Jie, Xiong, Hui, Xing, Eric, and Ye, Jieping, Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling, ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Aug 2017. ACM (Aug 2017):

Zhong, Hao, Liu, Chuanren, Lu, Xinjiang, and Xiong, Hui, TO BE OR NOT TO BE FRIENDS: Exploiting Social Ties for Venture Investments, The 16th IEEE International Conference on Data Mining Sep 2016. IEEE (Dec 2016):

Yang, Jingyuan, Liu, Chuanren, Teng, Mingfei, Xiong, Hui, and Liao, March, Buyer Targeting Optimization: A Unified Customer Segmentation Perspective, IEEE International Conference on Big Data Oct 2016. IEEE (Dec 2016):

Lu, Xinjiang, Yu, Zhiwen, Sun, Leilei, Liu, Chuanren, Xiong, Hui, and Guan, Chu, Characterizing the Life Cycle of Point of Interests Using Human Mobility Patterns, The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Jul 2016. ACM (Sep 2016):

Du, Bowen, Liu, Chuanren, Zhou, Wenjun, Hou, Zhenshan, and Xiong, Hui, Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records, The 22th ACM SIGKDD Inter- national Conference on Knowledge Discovery and Data Mining May 2016. ACM (Aug 2016):

Sun, Leilei, Liu, Chuanren, Guo, Chonghui, Xiong, Hui, and Xie, Yanming, Data-driven Automatic Treatment Regimen Development and Recommendation, The 22th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining May 2016. ACM (Aug 2016):

Liu, Yanchi, Liu, Chuanren, Liu, Bin, Qu, Meng, and Xiong, Hui, Unified Point-of-Interest Recommendation with Temporal Interval Assessment, The 22th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining May 2016. ACM (Aug 2016):

Yang, Jingyuan, Liu, Chuanren, Teng, Mingfei, and Xiong, Hui, Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations, The 15th IEEE International Conference on Data Mining Nov 2015. IEEE (Nov 2015):

Liu, Qi, Zeng, Xianyu, Liu, Chuanren, Zhu, Hengshu, Chen, Enhong, and Xiong, Hui, Mining Indecisiveness in Customer Behaviors, The 15th IEEE International Conference on Data Mining Nov 2015. IEEE (Nov 2015):

Liu, Chuanren, Wang, Fei, Hu, Jianying, and Xiong, Hui, Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework, The 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Aug 2015. ACM (Aug 2015):

Education

PhD Information Technology - Rutgers University United States 2015