A Comparative Study of Microarray Data Classification Methods Based on Ensemble Biological Relevant Gene Sets

Advances in Intelligent and Soft Computing - Advances in Bioinformatics ◽

10.1007/978-3-642-13214-8_4 ◽

2010 ◽

pp. 25-32

Author(s):

Miguel Reboiro-Jato ◽

Daniel Glez-Peña ◽

Juan Francisco Gálvez ◽

Rosalía Laza Fidalgo ◽

Fernando Díaz ◽

...

Keyword(s):

Comparative Study ◽

Microarray Data ◽

Data Classification ◽

Classification Methods ◽

Gene Sets ◽

Relevant Gene

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geneCommittee: a web-based tool for extensively testing the discriminatory power of biologically relevant gene sets in microarray data classification

BMC Bioinformatics ◽

10.1186/1471-2105-15-31 ◽

2014 ◽

Vol 15 (1) ◽

pp. 31 ◽

Cited By ~ 4

Author(s):

Miguel Reboiro-Jato ◽

Joel P Arrais ◽

José Oliveira ◽

Florentino Fdez-Riverola

Keyword(s):

Microarray Data ◽

Data Classification ◽

Discriminatory Power ◽

Web Based ◽

Biologically Relevant ◽

Gene Sets ◽

Relevant Gene

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Hybrid Methods to Select Informative Gene Sets in Microarray Data Classification

AI 2007: Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-540-76928-6_97 ◽

2007 ◽

pp. 810-814 ◽

Cited By ~ 5

Author(s):

Pengyi Yang ◽

Zili Zhang

Keyword(s):

Microarray Data ◽

Hybrid Methods ◽

Data Classification ◽

Informative Gene ◽

Gene Sets

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A comparative study of nonlinear manifold learning methods for cancer microarray data classification

Expert Systems with Applications ◽

10.1016/j.eswa.2012.10.044 ◽

2013 ◽

Vol 40 (6) ◽

pp. 2189-2197 ◽

Cited By ~ 17

Author(s):

Carlotta Orsenigo ◽

Carlo Vercellis

Keyword(s):

Comparative Study ◽

Manifold Learning ◽

Microarray Data ◽

Data Classification ◽

Learning Methods

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Reliability Assessment of Microarray Data Using Fuzzy Classification Methods: A Comparative Study

Advances in Computing and Communications - Communications in Computer and Information Science ◽

10.1007/978-3-642-22709-7_36 ◽

2011 ◽

pp. 351-360 ◽

Cited By ~ 2

Author(s):

Ajay K. Mandava ◽

Latifi Shahram ◽

Emma E. Regentova

Keyword(s):

Comparative Study ◽

Microarray Data ◽

Reliability Assessment ◽

Fuzzy Classification ◽

Classification Methods

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A Comparative Study of Medical Data Classification Methods Based on Decision Tree and Bagging Algorithms

2009 Eighth IEEE International Conference on Dependable, Autonomic and Secure Computing ◽

10.1109/dasc.2009.40 ◽

2009 ◽

Cited By ~ 24

Author(s):

My Chau Tu ◽

Dongil Shin ◽

Dongkyoo Shin

Keyword(s):

Decision Tree ◽

Comparative Study ◽

Data Classification ◽

Medical Data ◽

Classification Methods ◽

Medical Data Classification

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A Comparative Study of Clustering Methods for Relevant Gene Selection in Microarray Data

Advances in Intelligent and Soft Computing - Advances in Computer Science, Engineering & Applications ◽

10.1007/978-3-642-30157-5_78 ◽

2012 ◽

pp. 789-797 ◽

Cited By ~ 6

Author(s):

Manju Sardana ◽

R. K. Agrawal

Keyword(s):

Comparative Study ◽

Microarray Data ◽

Gene Selection ◽

Clustering Methods ◽

Relevant Gene

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A novel ensemble approach for multicategory classification of DNA microarray data using biological relevant gene sets

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2012.050267 ◽

2012 ◽

Vol 6 (6) ◽

pp. 602 ◽

Cited By ~ 2

Author(s):

Miguel Reboiro Jato ◽

Daniel Glez Peña ◽

Fernando Díaz ◽

Florentino Fdez Riverola

Keyword(s):

Dna Microarray ◽

Microarray Data ◽

Multicategory Classification ◽

Ensemble Approach ◽

Dna Microarray Data ◽

Gene Sets ◽

Relevant Gene

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A Comparative Study of Noise Sensitivity on Different Hyperspectral Classification Methods

10.1109/igarss47720.2021.9554168 ◽

2021 ◽

Author(s):

Congyu Li ◽

Xinxin Liu ◽

Xudong Kang ◽

Shutao Li

Keyword(s):

Comparative Study ◽

Noise Sensitivity ◽

Classification Methods ◽

Hyperspectral Classification

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OFMDC: Optimal Framework for Microarray Data Classification Using Eigenvector Decomposition for Cancer Disease

Advances in Intelligent Systems and Computing - Cybernetics and Automation Control Theory Methods in Intelligent Algorithms ◽

10.1007/978-3-030-19813-8_36 ◽

2019 ◽

pp. 349-356

Author(s):

V. Sudha ◽

H. A. Girijamma

Keyword(s):

Microarray Data ◽

Data Classification ◽

Cancer Disease

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A New ECOC Algorithm for Multiclass Microarray Data Classification

2018 24th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr.2018.8545875 ◽

2018 ◽

Cited By ~ 2

Author(s):

Mengxin Sun ◽

Kunhong Liu ◽

Qingqi Hong ◽

Beizhan Wang

Keyword(s):

Microarray Data ◽

Data Classification

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