Chuan-Yuan Wang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Differentially Expressed Genes

Markov Random Field

Tumor Classification

Cluster Analysis

Top Venues

IEEE J. Biomed. Health Informatics

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Chuan-Yuan Wang, Zhi-Ping Liu
Network Activity Evaluation Reveals Significant Gene Regulatory Architectures During SARS-CoV-2 Viral Infection From Dynamic scRNA-seq Data. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Jiaxin Yang, Chuan-Yuan Wang, Duanchen Sun, Zhi-Ping Liu
Multi-objective Optimization-Based Approach for Detection of Breast Cancer Biomarkers. ICIC (3) (2023)
Chuan-Yuan Wang, Shiyu Xu, Duanchen Sun, Zhi-Ping Liu
ActivePPI: quantifying protein-protein interaction network activity with Markov random fields. Bioinform. 39 (9) (2023)
Chuan-Yuan Wang, Ying-Lian Gao, Xiang-Zhen Kong, Jin-Xing Liu, Chun-Hou Zheng
Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Chuan-Yuan Wang, Shiyu Xu, Zhi-Ping Liu
Evaluating Gene Regulatory Network Activity From Dynamic Expression Data by Regularized Constraint Programming. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Chuan-Yuan Wang, Ying-Lian Gao, Jin-Xing Liu, Xiang-Zhen Kong, Chun-Hou Zheng
Single-Cell RNA Sequencing Data Clustering by Low-Rank Subspace Ensemble Framework. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (2) (2022)
Chuan-Yuan Wang, Na Yu, Ming-Juan Wu, Ying-Lian Gao, Jin-Xing Liu, Juan Wang
Dual Hyper-Graph Regularized Supervised NMF for Selecting Differentially Expressed Genes and Tumor Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Chuan-Yuan Wang, Ying-Lian Gao, Jin-Xing Liu, Ling-Yun Dai, Junliang Shang
Sparse robust graph-regularized non-negative matrix factorization based on correntropy. J. Bioinform. Comput. Biol. 19 (1) (2021)
Chuan-Yuan Wang, Ying-Lian Gao, Cui-Na Jiao, Jin-Xing Liu, Chunhou Zheng, Xiang-Zhen Kong
Locally Manifold Non-negative Matrix Factorization Based on Centroid for scRNA-seq Data Analysis. BIBM (2020)
Ya-Li Zhu, Ming-Juan Wu, Chuan-Yuan Wang, Yue Hu, Jin-Xing Liu
Adaptive Total Variation Constraint Hypergraph Regularized NMF and Its Application on Single-Cell RNA-Seq Data. BIC-TA (2020)