主持承擔國家自然科學基金重點項目“面向領域大數(shù)據(jù)的知識圖譜構建”、國家重點研發(fā)計劃課題、行業(yè)專項、中科院“十三五”信息化“科學大數(shù)據(jù)工程”等10多項項目。申請專利38項，已授權12項；獲國標標準2項；出版專著1本；在ACM TIST、IEEE IS、ICDM、SDM等國際著名期刊和會議發(fā)表論文100多篇，擔任IEEE、ACM等多種學術期刊的評審和KDD、ICDM、SDM等著名會議的程序委員會委員。獲2016年北京市科學技術二等獎。
1、Pengfei Wang, Guannan Liu, Yanjie Fu, Haoyi Xiong, Yuanchun Zhou, Jianhui Li. Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. ACM Transactions on Intelligent Systems and Technology,2018, 9(3): 29:1-29:26.
2、Wenjuan Cui,Pengfei Wang, Yi Du,Xin Chen,Danhuai Guo,Jianhui Li,Yuanchun Zhou*,An algorithm for event detection based on social media data. Neurocomputing, 2017, 254: 53-58
3、Yuanchun Zhou, Yang Zhang, Yong Ge, Zhenghua Xue, Yanjie Fu, Danhuai Guo, Jing Shao, Tiangang Zhu, Xuezhi Wang, Jianhui Li*. An Efficient Data Processing Framework for Mining the Massive Trajectory of Moving Objects. Computer, Environment and Urban Systems, 2017, 61:129-140
4、Yuanchun Zhou, Mingjie Tang, Weike Pan,Jinyan Li, Weihang Wang, Jing Shao, Liang Wu, Jianhui Li, Qiang Yang and Baoping Yan. Bird Flu Outbreak Predictionvia Satellite Tracking. IEEE Intelligent Systems, 2014,29(4):10-17(
5、趙江華,穆舒婷,王學志,林青慧,張兮,周園春*. 科學數(shù)據(jù)眾包處理研究[J]. 計算機研究與發(fā)展, 2017, 54(2): 284-294.
6、Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, Yuanchun Zhou*.Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure. PAKDD 2018: 525-537
7、Liang Wu, Liang Du, Bo Liu, Guandong Xu,Yong Ge,Yanjie Fu, Jianhui LI, Yuanchun ZHOU*, Hui Xiong. Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval. ICDM 2014: 610-619,