Jian Fang

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 17

Top Topics

Canonical Correlation Analysis

Functional Connectivity

Extreme Learning Machine

Top Venues

IEEE Trans. Cybern.

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Shao-Bo Lin, Jian Fang, Xiangyu Chang
Learning With Selected Features. IEEE Trans. Cybern. 52 (4) (2022)
Aiying Zhang, Jian Fang, Wenxing Hu, Vince D. Calhoun, Yu-Ping Wang
A Latent Gaussian Copula Model for Mixed Data Analysis in Brain Imaging Genetics. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (4) (2021)
Jian Fang, Shaobo Lin, Zongben Xu
Learning Through Deterministic Assignment of Hidden Parameters. IEEE Trans. Cybern. 50 (5) (2020)
Min Wang, Ting-Zhu Huang, Jian Fang, Vince D. Calhoun, Yu-Ping Wang
Integration of Imaging (epi)Genomics Data for the Study of Schizophrenia Using Group Sparse Joint Nonnegative Matrix Factorization. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (5) (2020)
Aiying Zhang, Jian Fang, Faming Liang, Vince D. Calhoun, Yu-Ping Wang
Aberrant Brain Connectivity in Schizophrenia Detected via a Fast Gaussian Graphical Model. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Jian Fang, Chao Xu, Pascal Zille, Dongdong Lin, Hong-Wen Deng, Vince D. Calhoun, Yu-Ping Wang
Fast and Accurate Detection of Complex Imaging Genetics Associations Based on Greedy Projected Distance Correlation. IEEE Trans. Medical Imaging 37 (4) (2018)
Jian Fang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Detection of differentially developed functional connectivity patterns in adolescents based on tensor discriminative analysis. ISBI (2018)
Chao Xu, Jian Fang, Hui Shen, Yu-Ping Wang, Hong-Wen Deng
EPS-LASSO: test for high-dimensional regression under extreme phenotype sampling of continuous traits. Bioinform. 34 (12) (2018)
Jian Fang, Ji-Gang Zhang, Hong-Wen Deng, Yu-Ping Wang
Joint Detection of Associations Between DNA Methylation and Gene Expression From Multiple Cancers. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Aiying Zhang, Jian Fang, Vince D. Calhoun, Yu-Ping Wang
High dimensional latent Gaussian copula model for mixed data in imaging genetics. ISBI (2018)
Jian Fang, Shaobo Lin, Zongben Xu
Learning through deterministic assignment of hidden parameters. CoRR (2018)
Min Wang, Ting-Zhu Huang, Vince D. Calhoun, Jian Fang, Yu-Ping Wang
Integration of multiple genomic imaging data for the study of schizophrenia using joint nonnegative matrix factorization. ICASSP (2017)
Jian Fang, Dongdong Lin, S. Charles Schulz, Zongben Xu, Vince D. Calhoun, Yu-Ping Wang
Joint sparse canonical correlation analysis for detecting differential imaging genetics modules. Bioinform. 32 (22) (2016)
Jian Fang, Shaobo Lin, Zongben Xu
Learning and approximation capabilities of orthogonal super greedy algorithm. Knowl. Based Syst. 95 (2016)
Chen Qiao, Wenfeng Jing, Jian Fang, Yu-Ping Wang
The general critical analysis for continuous-time UPPAM recurrent neural networks. Neurocomputing 175 (2016)
Shaobo Lin, Xia Liu, Jian Fang, Zongben Xu
Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II). IEEE Trans. Neural Networks Learn. Syst. 26 (1) (2015)
Xia Liu, Shaobo Lin, Jian Fang, Zongben Xu
Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part I). IEEE Trans. Neural Networks Learn. Syst. 26 (1) (2015)
Shaobo Lin, Xia Liu, Jian Fang, Zongben Xu
Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II). CoRR (2014)
Jian Fang, Shaobo Lin, Zongben Xu
Learning and approximation capability of orthogonal super greedy algorithm. CoRR (2014)
Shaobo Lin, Jinshan Zeng, Jian Fang, Zongben Xu
Coefficient Regularization Learning with Gaussian Kernel. Neural Comput. 26 (10) (2014)
Jian Fang, Zongben Xu, Bingchen Zhang, Wen Hong, Yirong Wu
Fast Compressed Sensing SAR Imaging Based on Approximated Observation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (1) (2014)
Jian Fang, Zongben Xu, Bingchen Zhang, Wen Hong, Yirong Wu
Compressed Sensing SAR Imaging with Multilook Processing. CoRR (2013)
Shaobo Lin, Jinshan Zeng, Jian Fang, Zongben Xu
coefficient regularization learning with Gaussian kernel. CoRR (2013)
Jian Fang, Zongben Xu, Bingchen Zhang, Wen Hong, Yirong Wu
Fast Compressed Sensing SAR Imaging based on Approximated Observation CoRR (2013)
Shaobo Lin, Chen Xu, Jinshan Zeng, Jian Fang
regularization learning depend on q? A negative example. CoRR (2013)
Jian Fang, Zongben Xu, Chenglong Jiang, Bingchen Zhang, Wen Hong
SAR range ambiguity suppression via sparse regularization. IGARSS (2012)
Jinshan Zeng, Jian Fang, Zongben Xu
Sparse SAR imaging based on L 1/2 regularization. Sci. China Inf. Sci. 55 (8) (2012)
Jian Fang, Jinshan Zeng, Zongben Xu, Yao Zhao
Efficient DPCA SAR imaging with fast iterative spectrum reconstruction method. Sci. China Inf. Sci. 55 (8) (2012)