Yanjie Fu

Assistant Professor

Computer Science Department

Areas of Interest

Data mining and big data analytics, with application to urban computing, mobile analytics, recommender systems, online markets

Selected Publications

Journals

Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen. Fused Latent Models for Assessing Product Return Propensity in Online Commerce. Decision Support Systems (DSS), 91:77-88, 2016.

Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou. Modeling of Geographical Dependencies for Real Estate Ranking. ACM Transactions on Knowledge Discovery from Data (TKDD), 11(1):1-27, 2016.

Yanjie Fu, Hui Xiong, Xinjiang Lu, Jing Yang, Can Chen. Service Usage Classification with Encrypted Internet Traffic in Mobile Messaging Apps. IEEE Transactions on Mobile Computing (TMC), 15(11):2851-2864, 2016.

Bin Liu, Hui Xiong, Spiros Papadimitriou, Yanjie Fu, and Zijun Yao. A General Geographical Probabilistic Factor Model for Point of Interest Recommendation, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015, 27(5):1167-1179.

Conference Proceedings:

Hengshu Zhu, Hui Xiong, Fangshuang Tang, Qi Liu, Yong Ge, Enhong Chen, Yanjie Fu. Days on Markets: Measuring the Liquidity of Real Estate Markets. The 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’16), San Francisco, CA, USA, 2016.

Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Hui Xiong. Service Usage Analysis in Mobile Messaging Apps: A Multi-Label Multi-View Perspective. In Proceedings of the 16th IEEE Conference on Data Mining (ICDM’16), pp. 877-882, Barcelona, Spain, 2016.

Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu. Real Estate Ranking via Mixed Land-use Latent Models. In the Proceeding of the 21th SIGKDD conference on Knowledge Discovery and Data Mining (KDD’15), pp. 229 - 308, Sydney, Australia, 2015.

Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou. Exploiting Geographic Dependencies for Real Estate Appraisal. In the Proceeding of the 20th SIGKDD con- ference on Knowledge Discovery and Data Mining (KDD’14), pp. 1047 - 1056, New York, USA, 2014.

Yanjie Fu, Yong Ge, Yu Zheng, Zijun Yao, Yanchi Liu, Hui Xiong. Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors. In Proceedings of the 14th IEEE Conference on Data Mining (ICDM’14), pp. 120-129, Shenzhen, China, 2014.

Yanjie Fu, Bin Liu, Yong Ge, Zijun Yao, Hui Xiong. User Preference Learning with Multiple Information Fusion for Restaurant Recommendation. In Proceedings of 2014 SIAM International Conference on Data Mining (SDM’14), pp. 470-478, Philadelphia, USA, 2014.

Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong*. Learning Geographical Preferences for Point- of-Interest Recommendation. In Proceedings of the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’13), pp. 1043-1051, Chicago, USA, 2013.

Recent Grants:

University of Missouri Research Board Grant

Personal Website: