Chun-Hou Zheng

发表

Combine multiple mass spectral similarity measures for compound identification

Jun Zhang, Bing Wang, Peng Chen, 2016, Int. J. Data Min. Bioinform..

Inferring Transcriptional Modules from Microarray and ChIP-Chip Data Using Penalized Matrix Decomposition

Jun Zhang, Zhan-Li Sun, Chun-Hou Zheng, 2013, ICIC.

Locally Linear Discriminant Embedding for Tumor Classification

Lei Zhang, Hong-Qiang Wang, Chun-Hou Zheng, 2008, ICIC.

Multi-objective Optimization Method for Identifying Mutated Driver Pathways in Cancer

Yan Zhang, Junfeng Xia, Wu Yang, 2015, ICIC.

Identification of Colorectal Cancer Candidate Genes Based on Subnetwork Extraction Algorithm

Junfeng Xia, Yanjun Wang, Chun-Hou Zheng, 2015, ICIC.

Robust Graph Regularized Extreme Learning Machine Auto Encoder and Its Application to Single-Cell Samples Classification

Chun-Hou Zheng, Jin-Xing Liu, Liang-Rui Ren, 2020, ICIC.

Pedestrian detection based on gradient and texture feature integration

Yanwen Chong, Chun-Hou Zheng, Wen-Juan Pei, 2017, Neurocomputing.

Integrated real-time vision-based preceding vehicle detection in urban roads

William H. K. Lam, Yanwen Chong, Qingquan Li, 2013, Neurocomputing.

A Mixed-Norm Laplacian Regularized Low-Rank Representation Method for Tumor Samples Clustering

Juan Wang, Chun-Hou Zheng, Jin-Xing Liu, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Locally linear discriminant embedding: An efficient method for face recognition

De-Shuang Huang, Chun-Hou Zheng, Bo Li, 2008, Pattern Recognit..

Sparse Graph Regularization Non-Negative Matrix Factorization Based on Huber Loss Model for Cancer Data Analysis

Chun-Hou Zheng, Chuan-Yuan Wang, Jin-Xing Liu, 2019, Front. Genet..

Optimization enhanced genetic algorithm-support vector regression for the prediction of compound retention indices in gas chromatography

Bing Wang, Yi Xia, Chun-Hou Zheng, 2017, Neurocomputing.

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..

Automatic License Plate Recognition Based on Faster R-CNN Algorithm

Jun Zhang, Yi Xia, Chun-Hou Zheng, 2018, ICIC.

Integrative graph regularized matrix factorization for drug-pathway associations analysis

Juan Wang, Rong Zhu, Chun-Hou Zheng, 2019, Comput. Biol. Chem..

Single-Cell RNA Sequencing Data Clustering by Low-Rank Subspace Ensemble Framework

Chun-Hou Zheng, Ying-Lian Gao, Jin-Xing Liu, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Sparse maximum margin discriminant analysis for feature extraction and gene selection on gene expression data

Jian Yang, Yan Cui, Chun-Hou Zheng, 2013, Comput. Biol. Medicine.

An Improved Particle Swarm Optimization with Dynamic Scale-Free Network for Detecting Multi-omics Features

Chun-Hou Zheng, Jin-Xing Liu, Huiyu Li, 2018, ISBRA.

Identification of mutated driver pathways in cancer using a multi-objective optimization model

Junfeng Xia, Yanwen Chong, Wu Yang, 2016, Comput. Biol. Medicine.

Float Cascade Method for Pedestrian Detection

Yanwen Chong, Qingquan Li, Chun-Hou Zheng, 2012, ICIC.

Tumor Classification Using Eigengene-Based Classifier Committee Learning Algorithm

Jun Zhang, Qingwei Gao, Zhan-Li Sun, 2012, IEEE Signal Processing Letters.

Gene selection using independent variable group analysis for tumor classification

Yanwen Chong, Hong-Qiang Wang, Chun-Hou Zheng, 2011, Neural Computing and Applications.

Gene Expression Data Classification Using Consensus Independent Component Analysis

Xing-Ming Zhao, De-Shuang Huang, Xiangzhen Kong, 2008, Genom. Proteom. Bioinform..

Graph regularized robust non-negative matrix factorization for clustering and selecting differentially expressed genes

Juan Wang, Chun-Hou Zheng, Jin-Xing Liu, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Biology-constrained gene expression discretization for cancer classification

Hong-Qiang Wang, Chun-Hou Zheng, Gao-Jian Jing, 2014, Neurocomputing.

Particle Filter Based on Multiple Cues Fusion for Pedestrian Tracking

Rong Chen, Yanwen Chong, Qingquan Li, 2012, ICIC.

Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data

Yong Xu, Chun-Hou Zheng, Jin-Xing Liu, 2019, IEEE Transactions on Neural Networks and Learning Systems.

ndmaSNF: cancer subtype discovery based on integrative framework assisted by network diffusion model

Chao Yang, Chun-Hou Zheng, Shu-Guang Ge, 2017, Oncotarget.

CNLLRR: A Novel Low-Rank Representation Method for Single-cell RNA-seq Data Analysis

Hongmin Cai, Chun-Hou Zheng, Ying-Lian Gao, 2019, bioRxiv.

Chun-Hou Zheng, Li-Na Xun, Qing Yan, 2017, ICIC.

Differentially expressed genes selection via Truncated Nuclear Norm Regularization

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

Pedestrian Detection Based on HOG and LBP

Yan Zhang, Chun-Hou Zheng, Wen-Juan Pei, 2014, ICIC.

Bark Classification Based on Textural Features Using Artificial Neural Networks

Zhi-Kai Huang, Ji-Xiang Du, Chun-Hou Zheng, 2006, ISNN.

Differential coexpression analysis in gene modules level and its application to type 2 diabetes

Jun Zhang, Junfeng Xia, Lin Yuan, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

epiACO - a method for identifying epistasis based on ant Colony optimization algorithm

Chun-Hou Zheng, Jin-Xing Liu, Junliang Shang, 2017, BioData Mining.

Predicting hot spots in protein interfaces based on protrusion index, pseudo hydrophobicity and electron-ion interaction pseudopotential features

Junfeng Xia, Chun-Hou Zheng, Zhenyu Yue, 2016, Oncotarget.

MISEP Method for Postnonlinear Blind Source Separation

George W. Irwin, Kang Li, De-Shuang Huang, 2007, Neural Computation.

Cancer genes discovery based on integtating transcriptomic data and the impact of gene length

Junfeng Xia, Chun-Hou Zheng, Di Zhang, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A Class-Information-Based Sparse Component Analysis Method to Identify Differentially Expressed Genes on RNA-Seq Data

Qi Zhu, Yong Xu, Chun-Hou Zheng, 2016, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

A joint-L2, 1-norm-constraint-based semi-supervised feature extraction for RNA-Seq data analysis

Feng Liu, Chun-Hou Zheng, Jin-Xing Liu, 2017, Neurocomputing.

An Integration Framework for Liver Cancer Subtype Classification and Survival Prediction Based on Multi-omics Data

Fa Zhang, Jie Liu, Chun-Hou Zheng, 2020, ICIC.

Tumor Classification Based on Non-Negative Matrix Factorization Using Gene Expression Data

Lei Zhang, Chun-Hou Zheng, To-Yee Ng, 2011, IEEE Transactions on NanoBioscience.

Prediction of protein-protein interactions from amino acid sequences using a novel multi-scale continuous and discontinuous feature set

Zhen Ji, Zhu-Hong You, Chun-Hou Zheng, 2014, BMC Bioinformatics.

A discriminated similarity matrix construction based on sparse subspace clustering algorithm for hyperspectral imagery

Yi Xia, Chun-Hou Zheng, Qing Yan, 2018, Cognitive Systems Research.

Sparse singular value decomposition-based feature extraction for identifying differentially expressed genes

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

Sparse Maximum Margin Discriminant Analysis for Gene Selection

Jian Yang, Yan Cui, Chun-Hou Zheng, 2011, ICIC.

Cancer Subtype Discovery Based on Integrative Model of Multigenomic Data

Junfeng Xia, Chun-Hou Zheng, Wen Sha, 2017, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Tumor Classification Using Non-negative Matrix Factorization

Ping Zhang, Chun-Hou Zheng, Bo Li, 2008, ICIC.

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).

Dimensionality Reduction for Microarray Data Using Local Mean Based Discriminant Analysis

Jian Yang, Yan Cui, Chun-Hou Zheng, 2013, ICIC.

DriverFinder: A Gene Length-Based Network Method to Identify Cancer Driver Genes

Junfeng Xia, Chun-Hou Zheng, Haitao Li, 2017, Complex..

A Random Walk Based Cluster Ensemble Approach for Data Integration and Cancer Subtyping

Chao Yang, Chun-Hou Zheng, Yu-Tian Wang, 2019, Genes.

Correntropy-Based Hypergraph Regularized NMF for Clustering and Feature Selection on Multi-Cancer Integrated Data

Yong Xu, Chun-Hou Zheng, Jin-Xing Liu, 2020, IEEE Transactions on Cybernetics.

Block-Constraint Robust Principal Component Analysis and its Application to Integrated Analysis of TCGA Data

Jiguo Yu, Yong Xu, Chun-Hou Zheng, 2016, IEEE Transactions on NanoBioscience.

Feature selection in independent component subspace for microarray data classification

Li Shang, De-Shuang Huang, Chun-Hou Zheng, 2006, Neurocomputing.

Improved sparse representation with low-rank representation for robust face recognition

Jun Zhang, Chun-Hou Zheng, Yi-Fu Hou, 2016, Neurocomputing.

Improved Inductive Matrix Completion Method for Predicting MicroRNA-Disease Associations

Xin Ding, Jing Wang, Chun-Hou Zheng, 2019, ICIC.

Using batch algorithm for kernel blind source separation

Li Shang, De-Shuang Huang, Zhan-Li Sun, 2005, Neurocomputing.

Independent component analysis-based penalized discriminant method for tumor classification using gene expression data

De-Shuang Huang, Chun-Hou Zheng, De-shuang Huang, 2006, Bioinform..

Prediction of cytochrome P450 inhibition using ensemble of extreme learning machine

Huan Wu, Junfeng Xia, Chun-Hou Zheng, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

Integrative Hypergraph Regularization Principal Component Analysis for Sample Clustering and Co-Expression Genes Network Analysis on Multi-Omics Data

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2020, IEEE Journal of Biomedical and Health Informatics.

Eigenface-Based Sparse Representation for Face Recognition

Yanwen Chong, Chun-Hou Zheng, Wen-Juan Pei, 2013, ICIC.

Extracting local information for identifying differentially expressed pathways

Zengfu Wang, Hong-Qiang Wang, Chun-Hou Zheng, 2012, 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery.

A Two-Stage Sparse Selection Method for Extracting Characteristic Genes

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2015, ICIC.

Deep spatial attention hashing network for image retrieval

Yi Xia, Jun Zhang, Peng Chen, 2019, J. Vis. Commun. Image Represent..

Image Feature Extraction Based on an Extended Non-negative Sparse Coding Neural Network Model

Li Shang, De-Shuang Huang, Zhan-Li Sun, 2005, ISNN.

A Link and Weight-Based Ensemble Clustering for Patient Stratification

Jing Wang, Chun-Hou Zheng, Chao Yang, 2019, ICIC.

Post-nonlinear Blind Source Separation Using Neural Networks with Sandwiched Structure

Li Shang, De-Shuang Huang, Zhan-Li Sun, 2005, ISNN.

Introducing Heuristic Information Into Ant Colony Optimization Algorithm for Identifying Epistasis

Xiujuan Lei, Xuan Wang, Chun-Hou Zheng, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network

Li Shang, De-Shuang Huang, Ji-Xiang Du, 2006, Neurocomputing.

Approximate sparse spectral clustering based on local information maintenance for hyperspectral image classification

Chun-Hou Zheng, Li-Na Xun, Qing Yan, 2018, PloS one.

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).

MutualCascade Method for Pedestrian Detection

Yanwen Chong, Qingquan Li, Chun-Hou Zheng, 2012, ICIC.

Mutual Information Based Approach for Nonnegative Independent Component Analysis

Chun-Hou Zheng, Li-Hua Zhang, Hua-Jian Wang, 2007, ICIC.

L21-iPaD: An efficient method for drug-pathway association pairs inference

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

Differentially expressed genes selection via Laplacian regularized low-rank representation method

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2016, Comput. Biol. Chem..

An NMF-L2,1-Norm Constraint Method for Characteristic Gene Selection

Jiguo Yu, Chun-Hou Zheng, Jin-Xing Liu, 2016, PloS one.

Gene differential coexpression analysis based on biweight correlation and maximum clique

Lin Yuan, Zhan-Li Sun, Chun-Hou Zheng, 2014, BMC Bioinformatics.

Computational identification of deleterious synonymous variants in human genomes using a feature-based approach

Junfeng Xia, Chun-Hou Zheng, Yao Yao, 2019, BMC Medical Genomics.

Identifying drug-pathway association pairs based on L2,1-integrative penalized matrix decomposition

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2017, BMC Systems Biology.

A Dynamic Scale-Free Network Particle Swarm Optimization for Extracting Features on Multi-Omics Data

Chun-Hou Zheng, Jin-Xing Liu, Junliang Shang, 2019, J. Comput. Biol..

Simulated Annealing Based Algorithm for Mutated Driver Pathways Detecting

Chao Yan, Chun-Hou Zheng, Wen Sha, 2014, ICIC.

Multiple Classification of Plant Leaves Based on Gabor Transform and LBP Operator

Xiaofeng Wang, Chun-Hou Zheng, Feng-Yan Lin, 2008, ICIC.

Extracting plants core genes responding to abiotic stresses by penalized matrix decomposition

Yong Xu, Chun-Hou Zheng, Jin-Xing Liu, 2012, Comput. Biol. Medicine.

Gene Extraction Based on Sparse Singular Value Decomposition

Xiangzhen Kong, Chun-Hou Zheng, Jin-Xing Liu, 2016, ICIC.

Sparse Representation for Tumor Classification Based on Feature Extraction Using Latent Low-Rank Representation

Jun Zhang, Chun-Hou Zheng, Bin Gan, 2014, BioMed research international.

RCMF: a robust collaborative matrix factorization method to predict miRNA-disease associations

Juan Wang, Chun-Hou Zheng, Jin-Xing Liu, 2019, BMC Bioinformatics.

Noise removal using a novel non-negative sparse coding shrinkage technique

Li Shang, De-Shuang Huang, Zhan-Li Sun, 2006, Neurocomputing.

Discovering the transcriptional modules using microarray data by penalized matrix decomposition

Jun Zhang, Hong-Qiang Wang, Chun-Hou Zheng, 2011, Comput. Biol. Medicine.

Low-rank representation regularized by L2,1-norm for identifying differentially expressed genes

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Tumor Clustering Based on Penalized Matrix Decomposition

Chun-Hou Zheng, Juan Wang, To-Yee Ng, 2010, 2010 4th International Conference on Bioinformatics and Biomedical Engineering.

Srrr-cluster: Using Sparse Reduced-Rank Regression to Optimize iCluster

Junfeng Xia, Chun-Hou Zheng, Shu-Guang Ge, 2016, ICIC.

Nonnegative independent component analysis based on minimizing mutual information technique

Michael R. Lyu, De-Shuang Huang, Tat-Ming Lok, 2006, Neurocomputing.

Tumor Clustering Using Independent Component Analysis and Adaptive Affinity Propagation

Yan Zhang, Fen Ye, Junfeng Xia, 2014, ICIC.

Optimal selection of time lags for TDSEP based on genetic algorithm

Li Shang, De-Shuang Huang, Zhan-Li Sun, 2006, Neurocomputing.

Nonlinear Blind Source Separation Using Hybrid Neural Networks

Michael R. Lyu, Tat-Ming Lok, Zhi-Kai Huang, 2006, ISNN.

A Simple Review of Sparse Principal Components Analysis

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

Gene expression data classification based on non-negative matrix factorization

Lei Zhang, Ping Zhang, Chun-Hou Zheng, 2009, 2009 International Joint Conference on Neural Networks.

MutualCascade method for pedestrian detection

Yanwen Chong, Qingquan Li, Chun-Hou Zheng, 2014, Neurocomputing.

Molecular Pattern Discovery Based on Penalized Matrix Decomposition

Simon C. K. Shiu, Lei Zhang, De-Shuang Huang, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Recognition of Plant Leaves Using Support Vector Machine

Xiaofeng Wang, Chun-Hou Zheng, Feng-Yan Lin, 2008, ICIC.

Regularized Non-Negative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Samples: A Survey

Jiguo Yu, Yong Xu, Chun-Hou Zheng, 2018, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Class Probability Propagation of Supervised Information Based on Sparse Subspace Clustering for Hyperspectral Images

Yanwen Chong, Yi Xia, Chun-Hou Zheng, 2017, Remote. Sens..

Correction: Low-Rank and Eigenface Based Sparse Representation for Face Recognition

Zhan-Li Sun, Chun-Hou Zheng, Yi-Fu Hou, 2014, PLoS ONE.

A Hybrid Convolutional and Recurrent Deep Neural Network for Breast Cancer Pathological Image Classification

Fei Ren, Rui Yan, Fa Zhang, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

NPCMF: Nearest Profile-based Collaborative Matrix Factorization method for predicting miRNA-disease associations

Chun-Hou Zheng, Juan Wang, Jin-Xing Liu, 2019, BMC Bioinformatics.

Semi-supervised Feature Extraction for RNA-Seq Data Analysis

Yong Xu, Chun-Hou Zheng, Jin-Xing Liu, 2015, ICIC.

LNDriver: identifying driver genes by integrating mutation and expression data based on gene-gene interaction network

Junfeng Xia, Chun-Hou Zheng, Di Zhang, 2016, BMC Bioinformatics.

Robust PCA based method for discovering differentially expressed genes

Yong Xu, Chun-Hou Zheng, Wen Sha, 2013, BMC Bioinformatics.

Identifying drug-pathway association pairs based on L1L2,1-integrative penalized matrix decomposition

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2017, Oncotarget.

Biweight Midcorrelation-Based Gene Differential Coexpression Analysis and Its Application to Type II Diabetes

Lin Yuan, Zhan-Li Sun, Chun-Hou Zheng, 2013, ICIC.

MGDB: a comprehensive database of genes involved in melanoma

Junfeng Xia, Chun-Hou Zheng, Rongrong Zhu, 2015, Database J. Biol. Databases Curation.

Imbalance Data Processing Strategy for Protein Interaction Sites Prediction

Bing Wang, Chun-Hou Zheng, Yan Xiong, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

A Pathway-Based Classification Method That Can Improve Microarray-Based Colorectal Cancer Diagnosis

Hong-Qiang Wang, Chun-Hou Zheng, Xin-Ping Xie, 2011, ICIC.

Prioritizing Cancer Genes Based on an Improved Random Walk Method

Fang-Xiang Wu, Chun-Hou Zheng, Yansen Su, 2020, Frontiers in Genetics.

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

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

Molecular Cancer Class Discovery Using Non-negative Matrix Factorization with Sparseness Constraint

Li Shang, Xiangzhen Kong, Yuqiang Wu, 2007, ICIC.

Block-Constraint Laplacian-Regularized Low-Rank Representation and Its Application for Cancer Sample Clustering Based on Integrated TCGA Data

Chun-Hou Zheng, Juan Wang, Jin-Xing Liu, 2020, Complex..

Retention Index System Transformation Method Incorporated Optimal Molecular Descriptors through Particle Swarm Optimization

Jun Zhang, Qingwei Gao, Chun-Hou Zheng, 2012, ICIC.

ECG Signal In-Band Noise De-Noising Base on EMD

Hui Xiong, Limei Song, Chun-Hou Zheng, 2019, J. Circuits Syst. Comput..

Constrained Maximum Variance Mapping for Tumor Classification

Juan Wang, Chun-Hou Zheng, Bo Li, 2009, ICIC.

acsFSDPC: A Density-Based Automatic Clustering Algorithm with an Adaptive Cuckoo Search

Chang Liu, Xuhui Zhu, Yan Lindsay Sun, 2018, ICIC.

Tumor classification based on independent component analysis

Yan Chen, Yixue Li, Yunping Zhu, 2006, Int. J. Pattern Recognit. Artif. Intell..

Inferring the Transcriptional Modules Using Penalized Matrix Decomposition

Simon C. K. Shiu, Lei Zhang, Shu-Lin Wang, 2010, ICIC.

Gene expression data classification using locally linear discriminant embedding

Lei Zhang, Kyungsook Han, De-Shuang Huang, 2010, Comput. Biol. Medicine.

Comparison and integration of computational methods for deleterious synonymous mutation prediction

Junfeng Xia, Le Zhao, Chun-Hou Zheng, 2020, Briefings Bioinform..

Dual-network sparse graph regularized matrix factorization for predicting miRNA-disease associations.

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2019, Molecular omics.

Leaf Clustering Based on Sparse Subspace Clustering

Chun-Hou Zheng, Li-Na Xun, Qing Yan, 2016, ICIC.

Prediction of Molecular Substructure Using Mass Spectral Data Based on Deep Learning

Jun Zhang, Peng Chen, Chun-Hou Zheng, 2015, ICIC.

Discovering Driver Mutation Profiles in Cancer with a Local Centrality Score

Hong-Bo Wang, Jing Wang, Chun-Hou Zheng, 2019, ICIC.

HGMDA: HyperGraph for Predicting MiRNA-Disease Association

Zhen Gao, Chun-Hou Zheng, Qing-Wen Wu, 2019, ICIC.

RPCA-Based Tumor Classification Using Gene Expression Data

Yong Xu, Chun-Hou Zheng, Jin-Xing Liu, 2015, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Discovery of Ovarian Cancer Candidate Genes Using Protein Interaction Information

Junfeng Xia, Chun-Hou Zheng, Rongrong Zhu, 2015, ICIC.

Mining protein Regulatory Relationships Using Neural Network Methods for Early Prediction of SARS

Hailong Zhu, Hong-Qiang Wang, Chun-Hou Zheng, 2009, J. Circuits Syst. Comput..

A survey of pattern classification-based methods for predicting survival time of lung cancer patients

Hong-Qiang Wang, Chun-Hou Zheng, Bin Gan, 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Robust graph regularized sparse orthogonal nonnegative matrix factorization for identifying differentially expressed genes

Chun-Hou Zheng, Jin-Xing Liu, Junliang Shang, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Metasample-Based Sparse Representation for Tumor Classification

Simon C. K. Shiu, Lei Zhang, De-Shuang Huang, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

CDC-MRF for Hyperspectral Data Classification

Jingjing Zhang, Yuanyuan Li, Chun-Hou Zheng, 2018, ICIC.

Characteristic Gene Selection Based on Robust Graph Regularized Non-Negative Matrix Factorization

Yong Xu, Chun-Hou Zheng, Jin-Xing Liu, 2016, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

jNMFMA: a joint non-negative matrix factorization meta-analysis of transcriptomics data

Xing-Ming Zhao, Hong-Qiang Wang, Chun-Hou Zheng, 2015, Bioinform..

CINOEDV: a co-information based method for detecting and visualizing n-order epistatic interactions

Junfeng Xia, Junying Zhang, Chun-Hou Zheng, 2016, BMC Bioinformatics.

NCPLP: A Novel Approach for Predicting Microbe-Associated Diseases With Network Consistency Projection and Label Propagation

Chun-Hou Zheng, Ying-Lian Gao, Xiang-Zhen Kong, 2020, IEEE Transactions on Cybernetics.

Penalized Independent Component Discriminant Method for Tumor Classification

Li Shang, Yan Chen, Zhi-Kai Huang, 2006, ICIC.

Classification of Hyperspectral Data Using a Multi-Channel Convolutional Neural Network

Chen Chen, Chun-Hou Zheng, Li-Na Xun, 2018, ICIC.

A Novel Clustering-Framework of Gene Expression Data Based on the Combination Between Deep Learning and Self-organizing Map

Yuan Xue, Chun-Hou Zheng, Yan Cui, 2020, ICIC.

Identifying Characteristic Genes Based on Robust Principal Component Analysis

Yong Xu, Chun-Hou Zheng, Jin-Xing Liu, 2012, ICIC.

Correntropy induced loss based sparse robust graph regularized extreme learning machine for cancer classification

Chun-Hou Zheng, Liang-Rui Ren, Ying-Lian Gao, 2020, BMC Bioinform..

Peng Chen, Chun-Hou Zheng, Yan-Zhe Di, 2018, ICIC.

Protein fold recognition based on sparse representation based classification

Bin Liu, Ke Yan, Xiaozhao Fang, 2017, Artif. Intell. Medicine.

Improving Tumor Clustering Based on Gene Selection

Xiangzhen Kong, Yuqiang Wu, Chun-Hou Zheng, 2008, ICIC.

Graph regularized L2,1-nonnegative matrix factorization for miRNA-disease association prediction

Zhen Gao, Chun-Hou Zheng, Yu-Tian Wang, 2020, BMC Bioinformatics.

System Prediction of Drug-Drug Interactions Through the Integration of Drug Phenotypic, Therapeutic, Structural, and Genomic Similarities

Xingxing Yu, Xiaoyu Li, Chun-Hou Zheng, 2016, ICIC.

A new pedestrian detection method based on combined HOG and LSS features

Weiming Shen, Tao Wang, Shaoming Pan, 2015, Neurocomputing.

Accurate Prediction of Protein Hot Spots Residues Based on Gentle AdaBoost Algorithm

Jun Zhang, Bing Wang, Zhen Sun, 2016, ICIC.

Tumor Clustering Using Nonnegative Matrix Factorization With Gene Selection

Lei Zhang, De-Shuang Huang, Xiangzhen Kong, 2009, IEEE Transactions on Information Technology in Biomedicine.

Gene Expression Data Classification Using Independent Variable Group Analysis

Lei Zhang, Min Xu, Chun-Hou Zheng, 2008, ISNN.

GAERF: predicting lncRNA-disease associations by graph auto-encoder and random forest

Chun-Hou Zheng, Jun-Feng Xia, Jian-Cheng Ni, 2021, Briefings Bioinform..

An Ensemble Framework for Improving the Prediction of Deleterious Synonymous Mutation

Jie Gui, Junfeng Xia, Chun-Hou Zheng, 2021, IEEE Transactions on Circuits and Systems for Video Technology.

Clustering of cancer data based on Stiefel manifold for multiple views

Chun-Hou Zheng, Jianping Zhao, Jing Tian, 2021, BMC Bioinform..

Recognition and counting of wheat mites in wheat fields by a three-step deep learning method

Chun-Hou Zheng, Chengjun Xie, Sijie Yao, 2021, Neurocomputing.

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

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2021, IEEE Journal of Biomedical and Health Informatics.

MiRNA-disease association prediction via hypergraph learning based on high-dimensionality features

Chun-Hou Zheng, Jian-Cheng Ni, Yu-Tian Wang, 2021, BMC Medical Informatics and Decision Making.

Double matrix completion for circRNA-disease association prediction

Chun-Hou Zheng, Jun-Feng Xia, Pi-Jing Wei, 2021, BMC Bioinform..

Simulated Annealing Based Algorithm for Identifying Mutated Driver Pathways in Cancer

Hong-Qiang Wang, Chun-Hou Zheng, C. Zheng, 2014, BioMed research international.

Characteristic Gene Selection via Weighting Principal Components by Singular Values

Jing-Yu Yang, Yi Wang, Chun-Hou Zheng, 2012, PloS one.

A large scale test dataset to determine optimal retention index threshold based on three mass spectral similarity measures.

Chun-Hou Zheng, Imhoi Koo, Jun Zhang, 2012, Journal of chromatography. A.

Identification of ovarian cancer subtype-specific network modules and candidate drivers through an integrative genomics approach

Junfeng Xia, Chun-Hou Zheng, Di Zhang, 2015, Oncotarget.

Low-Rank and Eigenface Based Sparse Representation for Face Recognition

Zhan-Li Sun, Chun-Hou Zheng, Yi-Fu Hou, 2014, PloS one.

Dimensionality reduction for microarray data using local mean based discriminant analysis

Jian Yang, Chun-Hou Zheng, C. Zheng, 2012, Biotechnology Letters.

Cancer Subtype Discovery Based on Integrative Model of Multigenomic Data.

Junfeng Xia, Chun-Hou Zheng, Wen Sha, 2016, IEEE/ACM transactions on computational biology and bioinformatics.

PCA Based on Graph Laplacian Regularization and P-Norm for Gene Selection and Clustering

Chun-Hou Zheng, Jin-Xing Liu, Ying-Lian Gao, 2017, IEEE Transactions on NanoBioscience.

An Improved Opposition-Based Learning Particle Swarm Optimization for the Detection of SNP-SNP Interactions

Chun-Hou Zheng, Jin-Xing Liu, Yan Sun, 2015, BioMed research international.