謝希科,中國科學技術大學生物醫學工程特任研究員、博士生導師,計算機學會資料庫專委會委員,教育戰略學會大數據專委會委員。
人物經歷,研究方向,主要論著,
人物經歷
2016年以海外人才引進方式回國工作。已在數據管理領域的國際重要學術期刊及會議發表論文約50篇,其中計算機學會推薦 A類論文20餘篇。曾為多個大數據管理領域頂級期刊與會議擔任審稿工作(包括TODS、VLDBJ、TKDE、SIGMOD、VLDB、ICDE等),曾擔任過20多個重要國際會議(包括PVLDB、SIGIR、CIKM、DASFAA)在內的程式委員會主席、演示主席、分組討論會主席、和程式委員會委員等。
研究方向
主持國家自然科學基金、省部級自然科學基金、中央高校基本基金項目, 合作主持歐盟Erasmus計畫博士聯培項目等。
主要論著
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 推薦A類)
2.RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework. Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Hengchang Liu. AAAI 2020 (CCF 推薦A類)
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 推薦A類)
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 推薦A類)
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 推薦A類)
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 推薦A類)
7.Reverse Keyword-Based Location Search. Xike Xie, Xin Lin, Jianliang Xu, Christian S. Jensen. ICDE 2017: 375-386 (CCF 推薦A類)
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 推薦A類)
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 推薦A類)
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 推薦A類)
11.Enabling Scalable Geographic Service Sharing with Weighted Imprecise Voronoi Cells. Xike Xie, Peiquan Jin, Man Lung Yiu, Jiang Du, Mingxuan Yuan, Christian S. Jensen. IEEE Transactions on Knowledge and Data Engineering (TKDE), 28(2):439-453 (2016) (CCF 推薦A類)
12.Distance-aware Join for Indoor Moving Objects. Xike Xie, Hua Lu, Torben Pedersen. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(2): 428-442 (2015) (CCF 推薦A類)
13.Scalable Evaluation of Trajectory Queries over Imprecise Location Data. Xike Xie, Man Lung Yiu, Reynold Cheng, Hua Lu. IEEE Transactions on Knowledge and Data Engineering (TKDE), 26(8): 2029-2044 (2014) (CCF 推薦A類)
14.Efficient Distance-Aware Query Evaluation on Indoor Moving Objects. Xike Xie, Hua Lu, Torben Pedersen. ICDE 2013: 434-445 (CCF 推薦A類)
15.UV-Diagram: A Voronoi Diagram for Uncertain Spatial Databases. Xike Xie, Reynold Cheng, Man Lung Yiu, Liwen Sun, Jinchuan Chen. Very Large Data Base Journal (VLDBJ), 22(3): 319-344 (2013) (CCF 推薦A類)
