Chun-Hou Zheng

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 11

Top Topics

Gene Expression

Dimensionality Reduction

Top Venues

Briefings Bioinform.

Publications

Lin Yuan, Jiawang Zhao, Zhen Shen, Qinhu Zhang, Yushui Geng, Chun-Hou Zheng, De-Shuang Huang
iCircDA-NEAE: Accelerated attribute network embedding and dynamic convolutional autoencoder for circRNA-disease associations prediction. PLoS Comput. Biol. 19 (8) (2023)
Yi-Ming Wang, Xiang-Zhen Kong, Boxin Guan, Chun-Hou Zheng, Ying-Lian Gao
Identify Complex Higher-Order Associations Between Alzheimer's Disease Genes and Imaging Markers Through Improved Adaptive Sparse Multi-view Canonical Correlation Analysis. ICIC (3) (2023)
YaTe Liu, Chun-Hou Zheng, Jun Zhang, Bing Wang, Peng Chen
Collaborative Encoder for Accurate Inversion of Real Face Image. ICIC (2) (2023)
He-Ming Chu, Jin-Xing Liu, Ke Zhang, Chun-Hou Zheng, Juan Wang, Xiang-Zhen Kong
A binary biclustering algorithm based on the adjacency difference matrix for gene expression data analysis. BMC Bioinform. 23 (1) (2022)
Cunmei Ji, Zhi-Hao Liu, Li-Juan Qiao, Yu-Tian Wang, Chun-Hou Zheng
A Unified Graph Attention Network Based Framework for Inferring circRNA-Disease Associations. ICIC (3) (2022)
Xi Tang, Tao Zhang, Na Cheng, Huadong Wang, Chun-Hou Zheng, Junfeng Xia, Tiejun Zhang
Erratum: usDSM: a novel method for deleterious synonymous mutation prediction using undersampling scheme. Briefings Bioinform. 22 (6) (2021)
Xi Tang, Tao Zhang, Na Cheng, Huadong Wang, Chun-Hou Zheng, Junfeng Xia, Tiejun Zhang
usDSM: a novel method for deleterious synonymous mutation prediction using undersampling scheme. Briefings Bioinform. 22 (5) (2021)
Zhen-Wei Zhang, Zhen Gao, Chun-Hou Zheng, Yu-Tian Wang, Su-Min Qi
MELPMDA: A New Method Based on Matrix Enhancement and Label Propagation for Predicting miRNA-Disease Association. ICIC (3) (2021)
Yan Cui, Huacheng Gao, Rui Zhang, Yuanyuan Lu, Yuan Xue, Chun-Hou Zheng
A Novel Clustering-Framework of Gene Expression Data Based on the Combination Between Deep Learning and Self-organizing Map. ICIC (2) (2020)
Zhi Yang, Feng-Lin Du, Yi Xia, Chun-Hou Zheng, Jun Zhang
Automatic License Plate Recognition Based on Faster R-CNN Algorithm. ICIC (3) (2018)
Chun-Hou Zheng, Yi-Fu Hou, Jun Zhang
Improved sparse representation with low-rank representation for robust face recognition. Neurocomputing 198 (2016)
Zhi-Shui Zhang, Li-Li Cao, Jun Zhang, Peng Chen, Chun-Hou Zheng
Prediction of Molecular Substructure Using Mass Spectral Data Based on Deep Learning. ICIC (2) (2015)
Hong-Qiang Wang, Chun-Hou Zheng, Xing-Ming Zhao
NMFMA: a joint non-negative matrix factorization meta-analysis of transcriptomics data. Bioinform. 31 (4) (2015)
Bin Gan, Chun-Hou Zheng, Hong-Qiang Wang
A survey of pattern classification-based methods for predicting survival time of lung cancer patients. BIBM (2014)
Zhu-Hong You, Lin Zhu, Chun-Hou Zheng, Hongjie Yu, Suping Deng, Zhen Ji
Prediction of protein-protein interactions from amino acid sequences using a novel multi-scale continuous and discontinuous feature set. BMC Bioinform. 15 (S-15) (2014)
Chun-Hou Zheng, Lin Yuan, Wen Sha, Zhan-Li Sun
Gene differential coexpression analysis based on biweight correlation and maximum clique. BMC Bioinform. 15 (S-15) (2014)
Wen-Juan Pei, Yu-Lan Zhang, Yan Zhang, Chun-Hou Zheng
Pedestrian Detection Based on HOG and LBP. ICIC (1) (2014)
Lin Yuan, Wen Sha, Zhan-Li Sun, Chun-Hou Zheng
Biweight Midcorrelation-Based Gene Differential Coexpression Analysis and Its Application to Type II Diabetes. ICIC (3) (2013)
Chun-Hou Zheng, Wen Sha, Zhan-Li Sun, Jun Zhang
Inferring Transcriptional Modules from Microarray and ChIP-Chip Data Using Penalized Matrix Decomposition. ICIC (2) (2013)
Yan Cui, Chun-Hou Zheng, Jian Yang, Wen Sha
Sparse maximum margin discriminant analysis for feature extraction and gene selection on gene expression data. Comput. Biol. Medicine 43 (7) (2013)
Yan Cui, Chun-Hou Zheng, Jian Yang
Dimensionality Reduction for Microarray Data Using Local Mean Based Discriminant Analysis. ICIC (2) (2013)
Hong-Qiang Wang, Zengfu Wang, Chun-Hou Zheng
Extracting local information for identifying differentially expressed pathways. FSKD (2012)
Zhan-Li Sun, Chun-Hou Zheng, Qingwei Gao, Jun Zhang, Dexiang Zhang
Tumor Classification Using Eigengene-Based Classifier Committee Learning Algorithm. IEEE Signal Process. Lett. 19 (8) (2012)
Chun-Hou Zheng, Lei Zhang, To-Yee Ng, Simon Chi-Keung Shiu, De-Shuang Huang
Metasample-Based Sparse Representation for Tumor Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (5) (2011)
Chun-Hou Zheng, Lei Zhang, Vincent To-Yee Ng, Simon Chi-Keung Shiu, De-Shuang Huang
Molecular Pattern Discovery Based on Penalized Matrix Decomposition. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (6) (2011)
Hong-Qiang Wang, Xin-Ping Xie, Chun-Hou Zheng
A Pathway-Based Classification Method That Can Improve Microarray-Based Colorectal Cancer Diagnosis. ICIC (3) (2011)
Bo Li, Chun-Hou Zheng, De-Shuang Huang, Lei Zhang, Kyungsook Han
Gene expression data classification using locally linear discriminant embedding. Comput. Biol. Medicine 40 (10) (2010)
Chun-Hou Zheng, Ping Zhang, Lei Zhang, Xinxin Liu, Ju Han
Gene expression data classification based on non-negative matrix factorization. IJCNN (2009)
Chun-Hou Zheng, De-Shuang Huang, Lei Zhang, Xiangzhen Kong
Tumor Clustering Using Nonnegative Matrix Factorization With Gene Selection. IEEE Trans. Inf. Technol. Biomed. 13 (4) (2009)
Feng-Yan Lin, Chun-Hou Zheng, Xiaofeng Wang, Qing-Kui Man
Multiple Classification of Plant Leaves Based on Gabor Transform and LBP Operator. ICIC (3) (2008)
Bo Li, Chun-Hou Zheng, De-Shuang Huang
Locally linear discriminant embedding: An efficient method for face recognition. Pattern Recognit. 41 (12) (2008)
Qing-Kui Man, Chun-Hou Zheng, Xiaofeng Wang, Feng-Yan Lin
Recognition of Plant Leaves Using Support Vector Machine. ICIC (3) (2008)
Chun-Hou Zheng, De-Shuang Huang, Xiangzhen Kong, Xing-Ming Zhao
Gene Expression Data Classification Using Consensus Independent Component Analysis. Genom. Proteom. Bioinform. 6 (2) (2008)
Hua-Jian Wang, Chun-Hou Zheng, Li-Hua Zhang
Mutual Information Based Approach for Nonnegative Independent Component Analysis. ICIC (2) (2007)
Chun-Hou Zheng, De-Shuang Huang, Kang Li, George W. Irwin, Zhan-Li Sun
MISEP Method for Postnonlinear Blind Source Separation. Neural Comput. 19 (9) (2007)
Chun-Hou Zheng, Zhi-Kai Huang, Michael R. Lyu, Tat-Ming Lok
Nonlinear Blind Source Separation Using Hybrid Neural Networks. ISNN (1) (2006)
Chun-Hou Zheng, Li Shang, Yan Chen, Zhi-Kai Huang
Penalized Independent Component Discriminant Method for Tumor Classification. ICIC (3) (2006)
Zhan-Li Sun, De-Shuang Huang, Chun-Hou Zheng, Li Shang
Optimal selection of time lags for TDSEP based on genetic algorithm. Neurocomputing 69 (7-9) (2006)
De-Shuang Huang, Chun-Hou Zheng
Independent component analysis-based penalized discriminant method for tumor classification using gene expression data. Bioinform. 22 (15) (2006)
Chun-Hou Zheng, De-Shuang Huang, Li Shang
Feature selection in independent component subspace for microarray data classification. Neurocomputing 69 (16-18) (2006)
Chun-Hou Zheng, Yan Chen, Xiu-Xia Li, Yi-Xue Li, Yunping Zhu
Tumor classification based on independent component analysis. Int. J. Pattern Recognit. Artif. Intell. 20 (2) (2006)
Zhi-Kai Huang, Chun-Hou Zheng, Ji-Xiang Du, Yuanyuan Wan
Bark Classification Based on Textural Features Using Artificial Neural Networks. ISNN (2) (2006)
Chun-Hou Zheng, De-Shuang Huang, Zhan-Li Sun, Michael R. Lyu, Tat-Ming Lok
Nonnegative independent component analysis based on minimizing mutual information technique. Neurocomputing 69 (7-9) (2006)
Li Shang, De-Shuang Huang, Ji-Xiang Du, Chun-Hou Zheng
Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network. Neurocomputing 69 (13-15) (2006)
Zhan-Li Sun, De-Shuang Huang, Chun-Hou Zheng, Li Shang
Using batch algorithm for kernel blind source separation. Neurocomputing 69 (1-3) (2005)