吕妍

发布者:吕妍发布时间:2020-10-29浏览次数:473

个人简介:

吕妍,东南大学副教授。2016年获香港城市大学(City University of Hong Kong)博士学位,2016年至2017年任香港浸会大学(Hong Kong Baptist University)博士后研究员,2017年至2020年任新加坡国立大学(National University of Singapore)博士后研究员。自2020年10月起在东南大学计算机科学与工程学院任职副教授。在相关领域的国际优秀会议与期刊上(包括TVCG, TVT, TKDE, Information Sciences, Transportation Part C等)发表论文10余篇,并担任多个国际著名期刊的审稿人。

研究方向:

  • 大数据分析及可视化,时空数据挖掘

  • 智慧城市计算,智能交通

  • 基于位置的社交网络,推荐系统

发表文章:

期刊论文:

Yan Lyu, Fan Gao, I-Shuen Wu and Brian Y. Lim. “Imma Sort by two or more attributes with Interpretable Monotonic Multi-Attribute Sorting.” IEEE Transactions on Visualization and Computer Graphics. Accepted. JCR 一区,CCF A 类,影响因子: 3.780

Yan Lyu, Xu Liu, Hanyi Chen, Arpan Mangal, Kai Liu, Chao Chen and Brian Y. Lim. “OD Morphing: Balancing Simplicity with Faithfulness for OD Bundling.” IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) 26.1(2020):811-821. JCR 一区,CCF A 类,影响因子: 3.780

Yan Lyu, Victor C. S. Lee, Joseph K. Y. Ng, Kai Liu and Chao Chen. “Flexi-Sharing: A Flexible and Personalized Taxi-Sharing System.” IEEE Transactions on Vehicular Technology (IEEE TVT) 68.10 (2019): 9399-9413. JCR 一区,CCF B 类,影响因子: 5.339

Yan Lyu, Chi-Yin Chow, Ran Wang, and Victor C. S. Lee. “iMCRec: A Multi-Criteria Framework for Personalized Point-of-Interest Recommendations.” Information Sciences 483 (2019): 294-312. JCR 一区,CCF B 类,影响因子: 5.524

Yan Lyu, Chi-Yin Chow, Victor C. S. Lee, Joseph K. Y. Ng, Yanhua Li and Jia Zeng. “CB-Planner: A Bus Line Planning Framework for Customized Bus Systems.” Transportation Research Part C: Emerging Technologies 101 (2019): 233-253. JCR 一区,影响因子: 5.775

Yan Lyu, Victor C. S. Lee, Chi-Yin Chow, Joseph K. Y. Ng, Yanhua Li and Jia Zeng. “R-Sharing: Rendezvous for Personalized Taxi Sharing.” IEEE Access 6 (2018): 5023-5036.  JCR 区,影响因子: 4.098

Ran Wang, Chi-Yin Chow, Yan Lyu, Victor C. S. Lee, Sam Kwong, Yanhua Li, and Jia Zeng. “TaxiRec: Recommending Road Clusters to Taxi Drivers Using Ranking-based Extreme Learning Machines.” IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) 30.3 (2017): 585-598.  JCR 一区,CCF A 类,影响因子: 3.857

Ran Wang, Chi-Yin Chow, Yan Lyu, Victor C. S. Lee, Sarana Nutanong, Yanhua Li and Mingxuan Yuan. “Exploring Cell Tower Data Dumps for Supervised Learning-based Point-of-Interest Prediction.” GeoInformatica, 20.2 (2016): 327- 349. JCR 二区,CCF B 类,影响因子: 1.317

Peng Wang, Shujie Li, Yan Lv and Zonghai Chen. “Grey Qualitative Modeling and Control Method for Subjective Uncertain Systems.” International Journal of Automation and Computing 12.1 (2015): 70-76. JCR 二区

  

会议论文:

Yan Lyu, Chi-Yin Chow, Victor C. S. Lee, Yanhua Li and Jia Zeng. “T2CBS: Mining Taxi Trajectories for Customized Bus Systems.” Proceedings of IEEE INFOCOM Workshop on Smart Cities and Urban Computing, 2016.

Yan Lyu, Chi-Yin Chow, Ran Wang and Victor C. S. Lee. “Using Multi-Criteria Decision Making for Personalized Point-of-Interest Recommendations.” Proceedings of ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems(ACM SIGSPATIAL), 2014.Poster

Ran Wang, Chi-Yin Chow, Yan Lyu, Victor C. S. Lee, Sam Kwong, Yanhua Li, and Jia Zeng. “TaxiRec: Recommending Road Clusters to Taxi Drivers using Ranking-based Extreme Leaning Machines.” Proceedings of ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL), 2015. Poster

Ran Wang, Chi-Yin Chow, Sarana Nutanong, Yan Lyu and Victor C. S. Lee. “Exploring Cell Tower Data Dumps for Supervised Learning-based Point-of-Interest Prediction.” Proceedings of ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems(ACM SIGSPATIAL), 2014.Poster