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Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization.

C. Wang, Y. Gao, X. Kong, J. Liu, and C. Zheng. IEEE J. Biomed. Health Informatics, 26 (1): 458-467 (2022)

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Dexing Liu University of Stuttgart

Jan Liu University of Stuttgart

Xing Yang University of Stuttgart

M.Sc. Zhuoran Liu University of Stuttgart

Dr. Xinxin Jing University of Stuttgart

Other publications of authors with the same name

Study on cooperative attack strategy to time-sensitive target based proactive information delivery.S. Chen, and J. Liu. ICMLC, page 972-976. IEEE, (2012)A compressed sensing based two-stage method for detecting epistatic interactions.S. Li, J. Shang, Q. Chen, Y. Sun, and J. Liu. IJDMB, 14 (4): 354-372 (2016)Sparse singular value decomposition-based feature extraction for identifying differentially expressed genes.J. Liu, X. Kong, C. Zheng, J. Shang, and W. Zhang. BIBM, page 1822-1827. IEEE, (2016)Characteristic gene selection via L2, 1-norm Sparse Principal Component Analysis.Y. Lu, Y. Gao, J. Liu, C. Wen, Y. Wang, and J. Yu. BIBM, page 1828-1833. IEEE, (2016)A p-norm singular value decomposition method for robust tumor clustering.X. Kong, J. Liu, C. Zheng, M. Hou, and Y. Lu. BIBM, page 600-605. IEEE, (2016)A Class-Information-Based Sparse Component Analysis Method to Identify Differentially Expressed Genes on RNA-Seq Data.J. Liu, Y. Xu, Y. Gao, C. Zheng, D. Wang, and Q. Zhu. IEEE/ACM Trans. Comput. Biology Bioinform., 13 (2): 392-398 (2016)NPCMF: Nearest Profile-based Collaborative Matrix Factorization method for predicting miRNA-disease associations.Y. Gao, Z. Cui, J. Liu, J. Wang, and C. Zheng. BMC Bioinformatics, 20 (1): 353:1-353:10 (2019)A joint-L2, 1-norm-constraint-based semi-supervised feature extraction for RNA-Seq data analysis.J. Liu, D. Wang, Y. Gao, C. Zheng, J. Shang, F. Liu, and Y. Xu. Neurocomputing, (2017)Differentially expressed genes selection via Laplacian regularized low-rank representation method.Y. Wang, J. Liu, Y. Gao, C. Zheng, and J. Shang. Computational Biology and Chemistry, (2016)Robust Nonnegative Matrix Factorization via Joint Graph Laplacian and Discriminative Information for Identifying Differentially Expressed Genes.L. Dai, C. Feng, J. Liu, C. Zheng, J. Yu, and M. Hou. Complexity, (2017)

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Disambiguation of "Liu, Jin-Xing"

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Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization.

Please choose a person to relate this publication to

Dexing Liu University of Stuttgart

Jan Liu University of Stuttgart

Xing Yang University of Stuttgart

M.Sc. Zhuoran Liu University of Stuttgart

Dr. Xinxin Jing University of Stuttgart

Other publications of authors with the same name

Disambiguation

PUMA

Disambiguation of "Liu, Jin-Xing"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization.

Please choose a person to relate this publication to

Dexing Liu University of Stuttgart

Jan Liu University of Stuttgart

Xing Yang University of Stuttgart

M.Sc. Zhuoran Liu University of Stuttgart

Dr. Xinxin Jing University of Stuttgart

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
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APA
Chicago
DIN 1505
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Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization.