Mi-Xiao Hou

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 13

Top Topics

Negative Matrix Factorization

Factorization Methods

Differentially Expressed

Top Venues

Publications

Mi-Xiao Hou, Jinxing Li, Guangming Lu
A supervised non-negative matrix factorization model for speech emotion recognition. Speech Commun. 124 (2020)
Chun-Mei Feng, Yong Xu, Mi-Xiao Hou, Ling-Yun Dai, Junliang Shang
PCA via joint graph Laplacian and sparse constraint: Identification of differentially expressed genes and sample clustering on gene expression data. BMC Bioinform. (22) (2019)
Ying-Lian Gao, Mi-Xiao Hou, Jin-Xing Liu, Xiang-Zhen Kong
An Integrated Graph Regularized Non-Negative Matrix Factorization Model for Gene Co-Expression Network Analysis. IEEE Access 7 (2019)
Yong-Jing Hao, Mi-Xiao Hou, Rong Zhu, Jin-Xing Liu
An Integrated Robust Graph Regularized Non-negative Matrix Factorization for Multi-dimensional Genomic Data Analysis. IDMB (2019)
Mi-Xiao Hou, Ying-Lian Gao, Jin-Xing Liu, Ling-Yun Dai, Xiang-Zhen Kong, Junliang Shang
Network analysis based on low-rank method for mining information on integrated data of multi-cancers. Comput. Biol. Chem. 78 (2019)
Yong-Jing Hao, Ying-Lian Gao, Mi-Xiao Hou, Ling-Yun Dai, Jin-Xing Liu
Hypergraph Regularized Discriminative Nonnegative Matrix Factorization on Sample Classification and Co-Differentially Expressed Gene Selection. Complex. 2019 (2019)
Ling-Yun Dai, Jin-Xing Liu, Rong Zhu, Xiang-Zhen Kong, Mi-Xiao Hou, Shasha Yuan
Sparse Orthogonal Nonnegative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Tumor Samples. BIBM (2018)
Mi-Xiao Hou, Jin-Xing Liu, Junliang Shang, Ying-Lian Gao, Xiang-Zhen Kong, Ling-Yun Dai
Performance Analysis of Non-negative Matrix Factorization Methods on TCGA Data. ICIC (2) (2018)
Shasha Wu, Mi-Xiao Hou, Jin-Xing Liu, Juan Wang, Shasha Yuan
Identifying Characteristic Genes and Clustering via an Lp-Norm Robust Feature Selection Method for Integrated Data. ICIC (2) (2018)
Ling-Yun Dai, Chun-Mei Feng, Jin-Xing Liu, Chun-Hou Zheng, Jiguo Yu, Mi-Xiao Hou
Robust Nonnegative Matrix Factorization via Joint Graph Laplacian and Discriminative Information for Identifying Differentially Expressed Genes. Complex. 2017 (2017)
Xiangzhen Kong, Jin-Xing Liu, Chun-Hou Zheng, Mi-Xiao Hou, Yao Lu
A p-norm singular value decomposition method for robust tumor clustering. BIBM (2016)
Ling-Yun Dai, Chun-Mei Feng, Jin-Xing Liu, Chun-Hou Zheng, Mi-Xiao Hou, Jiguo Yu
Robust graph regularized discriminative nonnegative matrix factorization for characteristic gene selection. BIBM (2016)
Mi-Xiao Hou, Ying-Lian Gao, Jin-Xing Liu, Junliang Shang, Chun-Hou Zheng
Comparison of Non-negative Matrix Factorization Methods for Clustering Genomic Data. ICIC (2) (2016)