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1

MGDB: a comprehensive database of genes involved in melanoma

Zhang, Di, Zhu, Rongrong, Zhang, Hanqian, Zheng, Chun-Hou, Xia, Junfeng

Journal:

Year:

2015

Language:

english

File:

PDF, 1.11 MB

english, 2015

2

Locally linear discriminant embedding: An efficient method for face recognition

Bo Li, Chun-Hou Zheng, De-Shuang Huang

Journal:

Pattern Recognition

Year:

2008

Language:

english

File:

PDF, 471 KB

english, 2008

3

[IEEE 2014 Fifth International Conference on Intelligent Control and Information Processing (ICICIP) - Dalian, China (2014.8.18-2014.8.20)] Fifth International Conference on Intelligent Control and Information Processing - Improved sparse representation based on robust principal component analysis for face recognition

Hou, Yi-Fu, Pei, Wen-Juan, Zhang, Yan, Zheng, Chun-Hou

Year:

2014

Language:

english

File:

PDF, 387 KB

english, 2014

4

Improved Sparse Representation with Low-Rank Representation for Robust Face Recognition

Zheng, Chun-Hou, Hou, Yi-Fu, Zhang, Jun

Journal:

Year:

2016

Language:

english

File:

PDF, 1.09 MB

english, 2016

5

[IEEE 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Kansas City, MO (2017.11.13-2017.11.16)] 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Robust graph regularized sparse orthogonal nonnegative matrix factorization for identifying differentially expressed genes

Dai, Ling-Yun, Liu, Jin-Xing, Zheng, Chun-Hou, Shang, JunLiang, Feng, Chun-Mei, Wang, Ya-Xuan

Year:

2017

Language:

english

File:

PDF, 751 KB

english, 2017

6

Face Recognition with Multi-Resolution Spectral Feature Images

Sun, Zhan-Li, Lam, Kin-Man, Dong, Zhao-Yang, Wang, Han, Gao, Qing-Wei, Zheng, Chun-Hou, Gómez, Sergio

Journal:

Year:

2013

Language:

english

File:

PDF, 864 KB

english, 2013

7

Low-Rank and Eigenface Based Sparse Representation for Face Recognition

Hou, Yi-Fu, Sun, Zhan-Li, Chong, Yan-Wen, Zheng, Chun-Hou, Kestler, Hans A.

Journal:

Year:

2014

Language:

english

File:

PDF, 1.99 MB

english, 2014

8

Comparison and integration of computational methods for deleterious synonymous mutation prediction

Cheng, Na, Li, Menglu, Zhao, Le, Zhang, Bo, Yang, Yuhua, Zheng, Chun-Hou, Xia, Junfeng

Journal:

Briefings in Bioinformatics

Year:

2019

File:

PDF, 2.17 MB

2019

9

Potential Pathogenic Genes Prioritization Based on Protein Domain Interaction Network Analysis

Wang, Wenyan, Zhou, Yuming, Cheng, Mu-tian, Wang, Yan, Zheng, Chun-hou, Xiong, Yan, Chen, Peng, Ji, Zhiwei, Wang, Bing

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2020

File:

PDF, 4.50 MB

2020

10

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

Yu, Na, Wu, Ming-Juan, Liu, Jin-Xing, Zheng, Chun-Hou, Xu, Yong

Journal:

IEEE Transactions on Cybernetics

Year:

2020

File:

PDF, 2.15 MB

2020

11

Indoxyl Sulfate, a Tubular Toxin, Contributes to the Development of Chronic Kidney Disease

Cheng, Tong-Hong, Ma, Ming-Chieh, Liao, Min-Tser, Zheng, Cai-Mei, Lu, Kuo-Cheng, Liao, Chun-Hou, Hou, Yi-Chou, Liu, Wen-Chih, Lu, Chien-Lin

Journal:

Year:

2020

File:

PDF, 1.45 MB

2020

12

Gene expression data classification using locally linear discriminant embedding

Bo Li, Chun-Hou Zheng, De-Shuang Huang, Lei Zhang, Kyungsook Han

Journal:

Computers in Biology and Medicine

Year:

2010

Language:

english

File:

PDF, 632 KB

english, 2010

13

Gene selection using independent variable group analysis for tumor classification

Chun-Hou Zheng, Yan-Wen Chong, Hong-Qiang Wang

Journal:

Neural Computing and Applications

Year:

2011

Language:

english

File:

PDF, 335 KB

english, 2011

14

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

Li Shang, De-Shuang Huang, Chun-Hou Zheng, Zhan-Li Sun

Journal:

Year:

2006

Language:

english

File:

PDF, 309 KB

english, 2006

15

Using batch algorithm for kernel blind source separation

Zhan-Li Sun, De-Shuang Huang, Chun-Hou Zheng, Li Shang

Journal:

Year:

2005

Language:

english

File:

PDF, 235 KB

english, 2005

16

Nonnegative independent component analysis based on minimizing mutual information technique

Chun-Hou Zheng, De-Shuang Huang, Zhan-Li Sun, Michael R. Lyu, Tat-Ming Lok

Journal:

Year:

2006

Language:

english

File:

PDF, 447 KB

english, 2006

17

Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network

Li Shang, De-Shuang Huang, Ji-Xiang Du, Chun-Hou Zheng

Journal:

Year:

2006

Language:

english

File:

PDF, 344 KB

english, 2006

18

Optimal selection of time lags for TDSEP based on genetic algorithm

Zhan-Li Sun, De-Shuang Huang, Chun-Hou Zheng, Li Shang

Journal:

Year:

2006

Language:

english

File:

PDF, 202 KB

english, 2006

19

Feature selection in independent component subspace for microarray data classification

Chun-Hou Zheng, De-Shuang Huang, Li Shang

Journal:

Year:

2006

Language:

english

File:

PDF, 160 KB

english, 2006

20

Tumor Clustering Using Nonnegative Matrix Factorization With Gene Selection

Chun-Hou Zheng, De-Shuang Huang, Lei Zhang, Xiang-Zhen Kong

Journal:

IEEE Transactions on Information Technology in Biomedicine

Year:

2009

Language:

english

File:

PDF, 871 KB

english, 2009

21

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

Jun Zhang, Imhoi Koo, Bing Wang, Qing-Wei Gao, Chun-Hou Zheng, Xiang Zhang

Journal:

Journal of Chromatography A

Year:

2012

Language:

english

File:

PDF, 870 KB

english, 2012

22

Discovering the transcriptional modules using microarray data by penalized matrix decomposition

Jun Zhang, Chun-Hou Zheng, Jin-Xing Liu, Hong-Qiang Wang

Journal:

Computers in Biology and Medicine

Year:

2011

Language:

english

File:

PDF, 933 KB

english, 2011

23

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

Jin-Xing Liu, Chun-Hou Zheng, Yong Xu

Journal:

Computers in Biology and Medicine

Year:

2012

Language:

english

File:

PDF, 280 KB

english, 2012

24

Gene Expression Data Classification Using Consensus Independent Component Analysis

Chun-Hou Zheng, De-Shuang Huang, Xiang-Zhen Kong, Xing-Ming Zhao

Journal:

Genomics, Proteomics & Bioinformatics

Year:

2008

Language:

english

File:

PDF, 167 KB

english, 2008

25

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

Chun-Hou Zheng, To-Yee Ng, Lei Zhang, Chi-Keung Shiu, Hong-Qiang Wang

Journal:

IEEE Transactions on NanoBioscience

Year:

2011

Language:

english

File:

PDF, 2.24 MB

english, 2011

26

Robust PCA based method for discovering differentially expressed genes

Jin-Xing Liu, Yu-Tian Wang, Chun-Hou Zheng, Wen Sha, Jian-Xun Mi…

Journal:

BMC Bioinformatics

Year:

2013

Language:

english

File:

PDF, 397 KB

english, 2013

27

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

Cui, Yan, Zheng, Chun-Hou, Yang, Jian, Sha, Wen

Journal:

Computers in Biology and Medicine

Year:

2013

Language:

english

File:

PDF, 450 KB

english, 2013

28

Dimensionality reduction for microarray data using local mean based discriminant analysis

Yan Cui,Chun-Hou Zheng,Jian Yang

Journal:

Biotechnology Letters

Year:

2013

Language:

english

File:

PDF, 232 KB

english, 2013

29

Metasample-Based Sparse Representation for Tumor Classification

Chun-Hou Zheng,, Lei Zhang,, To-Yee Ng,, Chi Keung Shiu,, De-Shuang Huang,

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2011

Language:

english

File:

PDF, 1.12 MB

english, 2011

30

[IEEE 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Shanghai, China (2013.12.18-2013.12.21)] 2013 IEEE International Conference on Bioinformatics and Biomedicine - Differential coexpression analysis in gene modules level and its application to type 2 diabetes

Yuan, Lin, Sha, Wen, Zhang, Jun, Zheng, Chun-Hou, Xia, Jun-Feng

Year:

2013

Language:

english

File:

PDF, 280 KB

english, 2013

31

Molecular Pattern Discovery Based on Penalized Matrix Decomposition

Chun-Hou Zheng,, Lei Zhang,, Ng, V. T., Chi Keung Shiu,, De-Shuang Huang,

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2011

Language:

english

File:

PDF, 1.22 MB

english, 2011

32

[IEEE 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Shanghai, China (2013.12.18-2013.12.21)] 2013 IEEE International Conference on Bioinformatics and Biomedicine - Prediction of cytochrome P450 inhibition using ensemble of extreme learning machine

Wu, Huan, Di, Yun-Qiang, Zheng, Chun-Hou, Xia, Junfeng

Year:

2013

Language:

english

File:

PDF, 163 KB

english, 2013

33

Tumor Classification Using Eigengene-Based Classifier Committee Learning Algorithm

Zhan-Li Sun,, Chun-Hou Zheng,, Qing-Wei Gao,, Jun Zhang,, De-Xiang Zhang,

Journal:

IEEE Signal Processing Letters

Year:

2012

Language:

english

File:

PDF, 493 KB

english, 2012

34

[IEEE 2010 4th International Conference on Bioinformatics and Biomedical Engineering (iCBBE) - Chengdu, China (2010.06.18-2010.06.20)] 2010 4th International Conference on Bioinformatics and Biomedical Engineering - Tumor Clustering Based on Penalized Matrix Decomposition

Zheng, Chun-Hou, Wang, Juan, Ng, To-Yee, Shiu, Chi Keung

Year:

2010

Language:

english

File:

PDF, 214 KB

english, 2010

35

Differential Expression Analysis on RNA-Seq Count Data Based on Penalized Matrix Decomposition

Jin-Xing Liu,, Ying-Lian Gao,, Yong Xu,, Chun-Hou Zheng,, Jane You,

Journal:

IEEE Transactions on NanoBioscience

Year:

2014

Language:

english

File:

PDF, 1.21 MB

english, 2014

36

[IEEE 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) - Chongqing, Sichuan, China (2012.05.29-2012.05.31)] 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery - Extracting local information for identifying differentially expressed pathways

Wang, Hong-Qiang, Wang, Zengfu, Zheng, Chun-Hou

Year:

2012

Language:

english

File:

PDF, 280 KB

english, 2012

37

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Gene expression data classification based on non-negative matrix factorization

Zheng, Chun-Hou, Zhang, Ping, Zhang, Lei, Liu, Xin-Xin, Han, Ju

Year:

2009

Language:

english

File:

PDF, 984 KB

english, 2009

38

RPCA-based Tumor Classification Using Gene Expression Data

Liu, Jin-Xing, Xu, Yong, Zheng, Chun-Hou, Kong, Heng, Lai, Zhi-Hui

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2014

Language:

english

File:

PDF, 503 KB

english, 2014

39

TUMOR CLASSIFICATION BASED ON INDEPENDENT COMPONENT ANALYSIS

ZHENG, CHUN-HOU, CHEN, YAN, LI, XIU-XIA, LI, YI-XUE, ZHU, YUN-PING

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 359 KB

english, 2006

40

[IEEE 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Belfast, United Kingdom (2014.11.2-2014.11.5)] 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - A survey of pattern classification-based methods for predicting survival time of lung cancer patients

Gan, Bin, Zheng, Chun-Hou, Wang, Hong-Qiang

Year:

2014

Language:

english

File:

PDF, 283 KB

english, 2014

41

Simulated Annealing Based Algorithm for Identifying Mutated Driver Pathways in Cancer

Li, Hai-Tao, Zhang, Yu-Lang, Zheng, Chun-Hou, Wang, Hong-Qiang

Journal:

BioMed Research International

Year:

2014

Language:

english

File:

PDF, 426 KB

english, 2014

42

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

Gan, Bin, Zheng, Chun-Hou, Zhang, Jun, Wang, Hong-Qiang

Journal:

BioMed Research International

Year:

2014

Language:

english

File:

PDF, 309 KB

english, 2014

43

[American Society of Civil Engineers World Water and Environmental Resources Congress 2001 - The Rosen Plaza Hotel, Orlando, Florida, United States (May 20-24, 2001)] Bridging the Gap - Using Genetic Algorithms for Water Distribution System Optimization

Wu, Zheng, Boulos, Paul, de Schaetzen, Werner, Orr, Chun-Hou, Moore, Michael

Year:

2001

Language:

english

File:

PDF, 243 KB

english, 2001

44

MISEP Method for Postnonlinear Blind Source Separation

Zheng, Chun-Hou, Huang, De-Shuang, Li, Kang, Irwin, George, Sun, Zhan-Li

Journal:

Neural Computation

Year:

2007

Language:

english

File:

PDF, 966 KB

english, 2007

45

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

Liu, Jin-Xing, Xu, Yong, Gao, Ying-Lian, Zheng, Chun-Hou, Wang, Dong, Zhu, Qi

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2015

Language:

english

File:

PDF, 1.38 MB

english, 2015

46

Characteristic Gene Selection based on Robust Graph Regularized Non-negative Matrix Factorization

Wang, Dong, Liu, Jin-Xing, Gao, Ying-Lian, Zheng, Chun-Hou, Xu, Yong

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2015

Language:

english

File:

PDF, 982 KB

english, 2015

47

[IEEE 2014 8th International Conference on Systems Biology (ISB) - Qingdao, China (2014.10.24-2014.10.27)] 2014 8th International Conference on Systems Biology (ISB) - A Class-information-based SNMF method for selecting characteristic genes

Liu, Jin-Xing, Ma, Chun-Xia, Gao, Ying-Lian, Liu, Jian, Zheng, Chun-Hou

Year:

2014

Language:

english

File:

PDF, 921 KB

english, 2014

48

[IEEE International Joint Conference on Neural Networks 2005 - Montreal, Que., Canada (31 July-4 Aug. 2005)] Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. - Blind inversion of Wiener system for single source using nonlinear blind source separation

Zhan Li-Sun,, De-Shuang Huang,, Chun-Hou Zheng,, Li Shang,

Year:

2005

Language:

english

File:

PDF, 997 KB

english, 2005

49

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

Zheng, Chun-Hou, Yang, Wu, Chong, Yan-Wen, Xia, Jun-Feng

Journal:

Computers in Biology and Medicine

Year:

2016

Language:

english

File:

PDF, 1.03 MB

english, 2016

50

Gene differential coexpression analysis based on biweight correlation and maximum clique

Zheng, Chun-Hou, Yuan, Lin, Sha, Wen, Sun, Zhan-Li

Journal:

BMC Bioinformatics

Year:

2014

Language:

english

File:

PDF, 582 KB

english, 2014