2021年数据科学研究中心期刊论文一览表
论文名称	第一作者	通讯作者	发表年月	刊物/会议名称	收录类型
A two-way transformed factor model for matrix-variate time series	Gao Zhaoxing	Tsay Ruey	2021	Econometrics and Statistics	SCI
Combining Power of Different Methods to Detect Associations in Large Data Sets	He Li and Hangxiao Zhang	Hangjin Jiang	2021	Briefings in Bioinformatics
The Two-step Clustering Approach for Metastable States Learning	Hangjin Jiang	Xiaodan Fan	2021	International Journal of Molecular Sciences
Increased urbanization reduced the effectiveness of school closures on seasonal influenza epidemics in China	Hao Lei and Hangjin Jiang	Yuelong Shu	2021	Infectious Diseases of Poverty
Deep6mA: a deep learning framework explores similar patterns in DNA N6-methyladenine sites across different species	Zhutan Li and Hangjin Jiang	liangyun Zhang and Cong Pian	2021	PLoS Computational Biology
Kernel conjugate gradient methods with random projections	Junhong LIN	Junhong LIN	2021	Applied and Computational Harmonic Analysis	SCI,EI
A downscaling approach to compare COVID-19 count data from databases aggregated at different spatial scales	Andre Python	Andre Python	2021	JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
Predicting non-state terrorism worldwide	Andre Python	Andre Python	2021.7	Science Advances	SSCI,SCI,EI
Answering Skyline Queries Over Incomplete Data With Crowdsourcing	Xiaoye Miao	Yunjun Gao	2021.4	IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING	SCI
Generative Semi-supervised Learning for Multivariate Time Series Imputation	Xiaoye Miao	Jianwei Yin	2021	AAAI	CPCI-S
Efficient and Effective Data Imputation with Influence Functions	Xiaoye Miao	Jianwei Yin	2021.11	PROCEEDINGS OF THE VLDB ENDOWMENT	SCI
A Downscaling Approach to Compare COVID-19 Count Data from Databases Aggregated at Different Spatial Scales	Andre Python	Andre Python	2021.9	JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY	SCI
Towards Query Pricing on Incomplete Data (Extended Abstract)	Xiaoye Miao	Yunjun Gao	2021	ICDE: 2009 IEEE 25TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING, VOLS 1-3	CPCI-S,EI
Detect differentially methylated regions using non-homogeneous hidden Markov model for bisulfite	Yingyu Chen	Hangjin Jiang and Xiaodan Fan	2021.5	METHODS	SCI