谢希科

时间:2020-08-28浏览:950

E-Mail:xkxie@ustc.edu.cn

个人主页:http://staff.ustc.edu.cn/~xkxie/ 

 

 

主要研究方向:海量数据分析处理、数据驱动的机器学习、数据质量管理、群智感知、区块链技术等。 


谢希科,男,山西大同人,特任研究员,博士生导师。计算机学会数据库专委会委员,教育战略学会大数据专委会委员。本硕毕业于西安交通大学,博士毕业于香港大学,曾任丹麦奥尔堡大学助理教授,2016年以海外人才引进方式回国工作。已在数据管理领域的国际重要学术期刊及会议发表论文约50篇,其中计算机学会推荐 A类论文20余篇。曾为多个大数据管理领域顶级期刊与会议担任审稿工作(包括TODS、VLDBJ、TKDE、SIGMOD、VLDB、ICDE等),曾担任过20多个重要国际会议(包括PVLDB、SIGIR、CIKM、DASFAA)在内的程序委员会主席、演示主席、分组讨论会主席、和程序委员会委员等。主持国家自然科学基金、省部级自然科学基金、中央高校基本基金项目, 合作主持欧盟Erasmus计划博士联培项目等。


十篇代表性论著

  1. A Data-driven Sequential Localization Framework for Big Telco Data. Fangzhou Zhu, Mingxuan Yuan, Xike Xie, Ting Wang, Shenglin Zhao, Weixiong Rao, Jia Zeng. IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted (2020) (CCF 推荐A类)

  2. RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework. Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Hengchang Liu. AAAI 2020 (CCF 推荐A类)

  3. OLAP over Probabilistic Data Cubes II: on Parallelization and Aggregating Extension. Xike Xie, Kai Zou, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Wei Yang. IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted (2019) (CCF 推荐A类)

  4. A Survey of Spatial Crowdsourcing. Srinivasa Raghavendra Bhuvan Gummidi, Xike Xie*, Torben Bach Pedersen. ACM Transactions on Database Systems (TODS), 44(2), Article 8, 46 pages (2019) (CCF 推荐A类)

  5. A Utility-optimized Framework for Personalized Private Histogram Estimation. Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, and Shaowei Wang. IEEE Transactions on Knowledge and Data Engineering (TKDE), 31(4):655-669 (2019) (CCF 推荐A类)

  6. Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information. Yang Wang, Yiwei Xiao, Xike Xie, Ruoyu Chen, Hengchang Liu. IJCAI 2018: 3571-3578 (CCF 推荐A类)

  7. Reverse Keyword-Based Location Search. Xike Xie, Xin Lin, Jianliang Xu, Christian S. Jensen. ICDE 2017: 375-386 (CCF 推荐A类)

  8. Elite: an Elastic Infrastructure for Big Spatiotemporal Trajectories. Xike Xie, Benjin Mei, Jinchuan Chen, Xiaoyong Du, Christian S. Jensen. Very Large Data Base Journal (VLDBJ), 25(4): 473-493 (2016) (CCF 推荐A类)

  9. OLAP over Probabilistic Data Cubes I: Aggregating, Materializing, and Querying. Xike Xie, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Jinchuan Chen. ICDE 2016: 799-810 (CCF 推荐A类)

  10. Learning-Aided Cleansing for Indoor RFID data. Asif Iqbal Baba, Manfred Jaeger, Hua Lu, Torben Bach Pedersen, Wei-Shinn Ku, Xike Xie. SIGMOD 2016: 925-936 (CCF 推荐A类)