Visualizing Single-Cell RNA-seq Data with Semisupervised Principal Component Analysis

gan Liu, Zhenqiu
Cyhoeddwyd yn Int J Mol Sci (2020)

Clustering Single-Cell RNA-Seq Data with Regularized Gaussian Graphical Model

gan Liu, Zhenqiu
Cyhoeddwyd yn Genes (Basel) (2021)

Multilocus LD Measure and Tagging SNP Selection with Generalized Mutual Information

gan Liu, Zhenqiu, Lin, Shili
Cyhoeddwyd 2005

Efficient Regularized Regression with L (0) Penalty for Variable Selection and Network Construction

gan Liu, Zhenqiu, Li, Gang
Cyhoeddwyd yn Comput Math Methods Med (2016)

Gene Expression Data Classification With Kernel Principal Component Analysis

gan Liu, Zhenqiu, Chen, Dechang, Bensmail, Halima
Cyhoeddwyd 2005

Constructing Tumor Progression Pathways and Biomarker Discovery with Fuzzy Kernel Kmeans and DNA Methylation Data

gan Liu, Zhenqiu, Guo, Zhongmin, Tan, Ming
Cyhoeddwyd 2008

Regularized F-Measure Maximization for Feature Selection and Classification

gan Liu, Zhenqiu, Tan, Ming, Jiang, Feng
Cyhoeddwyd 2009

Efficient Feature Selection and Multiclass Classification with Integrated Instance and Model Based Learning

gan Liu, Zhenqiu, Bensmail, Halima, Tan, Ming
Cyhoeddwyd 2012

Network construction and structure detection with metagenomic count data

gan Liu, Zhenqiu, Lin, Shili, Piantadosi, Steven
Cyhoeddwyd yn BioData Min (2015)

Zero-Inflated Beta Regression for Differential Abundance Analysis with Metagenomics Data

gan Peng, Xiaoling, Li, Gang, Liu, Zhenqiu
Cyhoeddwyd yn J Comput Biol (2016)

Sparse Support Vector Machines with L(0) Approximation for Ultra-high Dimensional Omics Data

gan Liu, Zhenqiu, Elashoff, David, Piantadosi, Steven
Cyhoeddwyd yn Artif Intell Med (2019)

Survival associated pathway identification with group <it>L_p</it>penalized global AUC maximization

gan Liu Zhenqiu, Magder Laurence S, Hyslop Terry, Mao Li
Cyhoeddwyd 2010-08-01

Selecting Genes by Test Statistics

gan Chen, Dechang, Liu, Zhenqiu, Ma, Xiaobin, Hua, Dong
Cyhoeddwyd 2005

Computational Data Mining in Cancer Bioinformatics and Cancer Epidemiology

gan Liu, Zhenqiu, Chen, Dechang, Chen, Xuewen, Jia, Haomiao
Cyhoeddwyd 2009

Survival associated pathway identification with group L(p )penalized global AUC maximization

gan Liu, Zhenqiu, Magder, Laurence S, Hyslop, Terry, Mao, Li
Cyhoeddwyd 2010

Sparse generalized linear model with L(0) approximation for feature selection and prediction with big omics data

gan Liu, Zhenqiu, Sun, Fengzhu, McGovern, Dermot P.
Cyhoeddwyd yn BioData Min (2017)

Class Prediction and Feature Selection with Linear Optimization for Metagenomic Count Data

gan Liu, Zhenqiu, Chen, Dechang, Sheng, Li, Liu, Amy Y.
Cyhoeddwyd 2013

Correction: Class Prediction and Feature Selection with Linear Optimization for Metagenomic Count Data

gan Liu, Zhenqiu, Chen, Dechang, Sheng, Li, Liu, Amy Y.
Cyhoeddwyd 2014

Network tuned multiple rank aggregation and applications to gene ranking

gan Wang, Wenhui, Zhou, Xianghong Jasmine, Liu, Zhenqiu, Sun, Fengzhu
Cyhoeddwyd yn BMC Bioinformatics (2015)

Small nucleolar RNA signatures of lung tumor-initiating cells

gan Mannoor, Kaiissar, Shen, Jun, Liao, Jipei, Liu, Zhenqiu, Jiang, Feng
Cyhoeddwyd 2014