A Partial Least Squares Algorithm for Microarray Data Analysis Using the VIP Statistic for Gene Selection and Binary Classification

Current Bioinformatics ◽

10.2174/15748936113086660011 ◽

2013 ◽

Vol 9 (3) ◽

pp. 348-359 ◽

Author(s):

Francisco Burguillo ◽

Luis Corchete ◽

Javier Martin ◽

Inmaculada Barrera ◽

William Bardsley

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Microarray Data ◽

Gene Selection ◽

Binary Classification ◽

Microarray Data Analysis ◽

Least Squares Algorithm

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Use of Biplots and Partial Least Squares Regression in Microarray Data Analysis for Assessing Association between Genes Involved in Different Biological Pathways

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-642-21946-7_10 ◽

2011 ◽

pp. 123-134 ◽

Author(s):

Niccoló Bassani ◽

Federico Ambrogi ◽

Danila Coradini ◽

Elia Biganzoli

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Microarray Data ◽

Partial Least Squares Regression ◽

Biological Pathways ◽

Microarray Data Analysis ◽

Least Squares Regression

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Extreme Value Distribution Based Gene Selection Criteria for Discriminant Microarray Data Analysis Using Logistic Regression

Journal of Computational Biology ◽

10.1089/1066527041410445 ◽

2004 ◽

Vol 11 (2-3) ◽

pp. 215-226 ◽

Author(s):

Wentian Li ◽

Fengzhu Sun ◽

Ivo Grosse

Keyword(s):

Logistic Regression ◽

Data Analysis ◽

Microarray Data ◽

Selection Criteria ◽

Gene Selection ◽

Extreme Value Distribution ◽

Extreme Value ◽

Value Distribution ◽

Microarray Data Analysis

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Robust gene selection methods using weighting schemes for microarray data analysis

BMC Bioinformatics ◽

10.1186/s12859-017-1810-x ◽

2017 ◽

Vol 18 (1) ◽

Author(s):

Suyeon Kang ◽

Jongwoo Song

Keyword(s):

Data Analysis ◽

Microarray Data ◽

Gene Selection ◽

Microarray Data Analysis ◽

Selection Methods ◽

Weighting Schemes

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Microarray Data Analysis Using Neural Network Classifiers and Gene Selection Methods

Methods of Microarray Data Analysis ◽

10.1007/0-387-23077-7_16 ◽

2006 ◽

pp. 207-222 ◽

Author(s):

Gaolin Zheng ◽

E. Olusegun George ◽

Giri Narasimhan

Keyword(s):

Neural Network ◽

Data Analysis ◽

Microarray Data ◽

Gene Selection ◽

Microarray Data Analysis ◽

Selection Methods ◽

Neural Network Classifiers

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Gene selection in microarray data analysis for brain cancer classification

2006 IEEE International Workshop on Genomic Signal Processing and Statistics ◽

10.1109/gensips.2006.353175 ◽

2006 ◽

Author(s):

Y. Leung ◽

C. Chang ◽

Y. Hung ◽

P.C.W. Fung

Keyword(s):

Data Analysis ◽

Microarray Data ◽

Brain Cancer ◽

Gene Selection ◽

Cancer Classification ◽

Microarray Data Analysis

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Combining Support Vector Machines and the t-statistic for Gene Selection in DNA Microarray Data Analysis

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-642-13672-6_6 ◽

2010 ◽

pp. 55-62

Author(s):

Tao Yang ◽

Vojislave Kecman ◽

Longbing Cao ◽

Chengqi Zhang

Keyword(s):

Data Analysis ◽

Support Vector Machines ◽

Dna Microarray ◽

Microarray Data ◽

Gene Selection ◽

Microarray Data Analysis ◽

Support Vector ◽

Dna Microarray Data ◽

Vector Machines

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Personalized Modeling Based Gene Selection for Microarray Data Analysis

Advances in Neuro-Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02490-0_148 ◽

2009 ◽

pp. 1221-1228 ◽

Author(s):

Yingjie Hu ◽

Qun Song ◽

Nikola Kasabov

Keyword(s):

Data Analysis ◽

Microarray Data ◽

Gene Selection ◽

Microarray Data Analysis ◽

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Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis

Bioinformatics ◽

10.1093/bioinformatics/btm134 ◽

2007 ◽

Vol 23 (12) ◽

pp. 1495-1502 ◽

Author(s):

H. Kim ◽

H. Park

Keyword(s):

Data Analysis ◽

Least Squares ◽

Microarray Data ◽

Microarray Data Analysis ◽

Matrix Factorizations ◽

Constrained Least Squares

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A Survey of Gene Selection and Classification Techniques Based on Cancer Microarray Data Analysis

2018 IEEE 4th International Conference on Computer and Communications (ICCC) ◽

10.1109/compcomm.2018.8781078 ◽

2018 ◽

Author(s):

Xinman Zhang ◽

Tingting He ◽

Liwei Ouyang ◽

Xuebin Xu ◽

Sushing Chen

Keyword(s):

Data Analysis ◽

Microarray Data ◽

Gene Selection ◽

Microarray Data Analysis ◽

Classification Techniques

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Embedded Gene Selection for Imbalanced Microarray Data Analysis

2008 International Multi-symposiums on Computer and Computational Sciences ◽

10.1109/imsccs.2008.33 ◽

2008 ◽

Author(s):

Guo-Zheng Li ◽

Hao-Hua Meng ◽

Jun Ni

Keyword(s):

Data Analysis ◽

Microarray Data ◽

Gene Selection ◽

Microarray Data Analysis ◽

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