Mi-Xiao Hou

发表

Hypergraph Regularized Discriminative Nonnegative Matrix Factorization on Sample Classification and Co-Differentially Expressed Gene Selection

Jin-Xing Liu, Ying-Lian Gao, Yong-Jing Hao, 2019, Complex..

Robust Nonnegative Matrix Factorization via Joint Graph Laplacian and Discriminative Information for Identifying Differentially Expressed Genes

Jiguo Yu, Chun-Hou Zheng, Jin-Xing Liu, 2017, Complex..

Robust graph regularized discriminative nonnegative matrix factorization for characteristic gene selection

Jiguo Yu, Chun-Hou Zheng, Jin-Xing Liu, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

LJELSR: A Strengthened Version of JELSR for Feature Selection and Clustering

Jin-Xing Liu, Mi-Xiao Hou, Chun-Mei Feng, 2019, International journal of molecular sciences.

A p-norm singular value decomposition method for robust tumor clustering

Yao Lu, Xiangzhen Kong, Chun-Hou Zheng, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Identifying Characteristic Genes and Clustering via an Lp-Norm Robust Feature Selection Method for Integrated Data

Juan Wang, Shasha Yuan, Jin-Xing Liu, 2018, ICIC.

Performance Analysis of Non-negative Matrix Factorization Methods on TCGA Data

Jin-Xing Liu, Ying-Lian Gao, Xiang-Zhen Kong, 2018, ICIC.

Sparse Orthogonal Nonnegative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Tumor Samples

Rong Zhu, Shasha Yuan, Jin-Xing Liu, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

An Integrated Graph Regularized Non-Negative Matrix Factorization Model for Gene Co-Expression Network Analysis

Jin-Xing Liu, Ying-Lian Gao, Xiang-Zhen Kong, 2019, IEEE Access.

Comparison of Non-negative Matrix Factorization Methods for Clustering Genomic Data

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2016, ICIC.

A new method for mining information of co-expression network based on multi-cancers integrated data

Jin-Xing Liu, Ying-Lian Gao, Junliang Shang, 2019, BMC Medical Genomics.

Network analysis based on low-rank method for mining information on integrated data of multi-cancers

Jin-Xing Liu, Ying-Lian Gao, Xiang-Zhen Kong, 2019, Comput. Biol. Chem..

A New Model of Identifying Differentially Expressed Genes via Weighted Network Analysis Based on Dimensionality Reduction Method

Jin-Xing Liu, Ying-Lian Gao, Jin-Xing Liu, 2019 .