Prof. LIU Junming (劉峻銘)
Research Output
- 2017
Efective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams
Liu, J., Fu, Y., Ming, J., Ren, Y., Sun, L. & Xiong, H., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 335-344 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 43Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion
Liu, J., Sun, L., Li, Q., Ming, J., Liu, Y. & Xiong, H., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 957-966 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 62- 2016
Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective
Fu, Y., Liu, J., Li, X., Lu, X., Ming, J., Guan, C. & Xiong, H., Dec 2016, Proceedings - 16th IEEE International Conference on Data Mining. Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Zhou, Z. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers, Inc., p. 877-882 6 p. 7837919. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization
Liu, J., Sun, L., Chen, W. & Xiong, H., 13 Aug 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 1005-1014 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 180Exploiting human mobility patterns for gas station site selection
Niu, H., Liu, J., Fu, Y., Liu, Y. & Lang, B., Apr 2016, Database Systems for Advanced Applications: Proceedings, Part I. Navathe, S. B., Wu, W., Shekhar, S., Du, X., Wang, X. S. & Xiong, H. (eds.). Springer International Publishing Switzerland, p. 242-257 16 p. (Lecture Notes in Computer Science; vol. 9642).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 17- 2015
Station Site Optimization in Bike Sharing Systems
Liu, J., Li, Q., Qu, M., Chen, W., Yang, J., Xiong, H., Zhong, H., & 1 others , Nov 2015, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Zhou, Z., Aggarwal, C., Xiong, H., Tuzhilin, A. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers, Inc., p. 883-888 6 p. 7373406. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 93Multi-source Information Fusion for Personalized Restaurant Recommendation
Sun, J., Liu, J., Xiong, Y., Guan, C., Zhu, Y. & Xiong, H., 9 Aug 2015, SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 983-986 4 p. (SIGIR - Proceedings of the ... International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 17- 2014
A cost-effective recommender system for taxi drivers
Qu, M., Zhu, H., Liu, J., Liu, G. & Xiong, H., Aug 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 45-54 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 162