A novel feature extraction approach based on ensemble feature selection and modified discriminant independent component analysis for microarray data classification

Maryam Mollaee; Mohammad Hossein Moattar

doi:10.1016/j.bbe.2016.05.001

A novel feature extraction approach based on ensemble feature selection and modified discriminant independent component analysis for microarray data classification

Journal of Applied Biomedicine ◽

10.1016/j.bbe.2016.05.001 ◽

2016 ◽

Vol 36 (3) ◽

pp. 521-529 ◽

Cited By ~ 23

Author(s):

Maryam Mollaee ◽

Mohammad Hossein Moattar

Keyword(s):

Feature Extraction ◽

Feature Selection ◽

Independent Component Analysis ◽

Microarray Data ◽

Data Classification ◽

Component Analysis ◽

Independent Component

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Tensorial Independent Component Analysis-Based Feature Extraction for Polarimetric SAR Data Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2014.2360943 ◽

2015 ◽

Vol 53 (5) ◽

pp. 2481-2495 ◽

Cited By ~ 41

Author(s):

Mingliang Tao ◽

Feng Zhou ◽

Yan Liu ◽

Zijing Zhang

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Data Classification ◽

Component Analysis ◽

Independent Component ◽

Polarimetric Sar ◽

Sar Data

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Feature extraction by supervised independent component analysis based on category information

Electrical Engineering in Japan ◽

10.1002/eej.20522 ◽

2007 ◽

Vol 161 (2) ◽

pp. 25-32 ◽

Cited By ~ 1

Author(s):

Hiroki Takabatake ◽

Manabu Kotani ◽

Seiichi Ozawa

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Category Information

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Independent Component Analysis–Based Feature Extraction Technique for Defect Classification Applied for Pulsed Eddy Current NDE

Research in Nondestructive Evaluation ◽

10.1080/09349840903078996 ◽

2009 ◽

Vol 20 (4) ◽

pp. 230-245 ◽

Cited By ~ 24

Author(s):

Guang Yang ◽

Gui Yun Tian ◽

Pei Wen Que ◽

Tian Lu Chen

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Eddy Current ◽

Component Analysis ◽

Independent Component ◽

Extraction Technique ◽

Defect Classification ◽

Pulsed Eddy Current ◽

Eddy Current Nde ◽

Feature Extraction Technique

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The Study of Image Feature Extraction Based on Independent Component Analysis

2012 International Conference on Computer Science and Service System ◽

10.1109/csss.2012.100 ◽

2012 ◽

Cited By ~ 2

Author(s):

Ping Xie

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Image Feature ◽

Image Feature Extraction

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Cancer Classification in Microarray Data using a Hybrid Selective Independent Component Analysis and ϑ-Support Vector Machine Algorithm

Journal of Medical Signals & Sensors ◽

10.4103/2228-7477.143811 ◽

2014 ◽

Vol 4 (4) ◽

pp. 291 ◽

Cited By ~ 5

Author(s):

Hamidreza Saberkari ◽

Mousa Shamsi ◽

Mahsa Joroughi ◽

Faegheh Golabi ◽

MohammadHossein Sedaaghi

Keyword(s):

Support Vector Machine ◽

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Cancer Classification ◽

Independent Component ◽

Support Vector ◽

Support Vector Machine Algorithm

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Gender Classification by Facial Feature Extraction Using Topographic Independent Component Analysis

Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 2 - Smart Innovation, Systems and Technologies ◽

10.1007/978-3-319-30927-9_39 ◽

2016 ◽

pp. 397-409 ◽

Cited By ~ 1

Author(s):

Shivi Garg ◽

Munesh C. Trivedi

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Facial Feature ◽

Component Analysis ◽

Independent Component ◽

Gender Classification ◽

Facial Feature Extraction

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Unsupervised Classification of Galaxies. I. Independent Component Analysis Feature Selection

Publications of the Astronomical Society of the Pacific ◽

10.1088/1538-3873/aaf7c6 ◽

2019 ◽

Vol 131 (1004) ◽

pp. 108010 ◽

Cited By ~ 1

Author(s):

Tanuka Chattopadhyay ◽

Didier Fraix-Burnet ◽

Saptarshi Mondal

Keyword(s):

Feature Selection ◽

Independent Component Analysis ◽

Unsupervised Classification ◽

Component Analysis ◽

Independent Component

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Studying dna microarray data using independent component analysis

First International Symposium on Control, Communications and Signal Processing, 2004. ◽

10.1109/isccsp.2004.1296521 ◽

2004 ◽

Cited By ~ 7

Author(s):

J.A. Berger ◽

S.K. Mitra ◽

H. Edgren

Keyword(s):

Independent Component Analysis ◽

Dna Microarray ◽

Microarray Data ◽

Component Analysis ◽

Independent Component ◽

Dna Microarray Data

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Gene Expression Data Classification Using Consensus Independent Component Analysis

Genomics Proteomics & Bioinformatics ◽

10.1016/s1672-0229(08)60022-4 ◽

2008 ◽

Vol 6 (2) ◽

pp. 74-82 ◽

Cited By ~ 28

Author(s):

Chun-Hou Zheng ◽

De-Shuang Huang ◽

Xiang-Zhen Kong ◽

Xing-Ming Zhao

Keyword(s):

Gene Expression ◽

Independent Component Analysis ◽

Gene Expression Data ◽

Data Classification ◽

Component Analysis ◽

Independent Component ◽

Expression Data

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Feature Extraction in Digital Mammography: An Independent Component Analysis Approach

Bio-Inspired Applications of Connectionism - Lecture Notes in Computer Science ◽

10.1007/3-540-45723-2_96 ◽

2001 ◽

pp. 794-801 ◽

Cited By ~ 2

Author(s):

Athanasios Koutras ◽

Ioanna Christoyianni ◽

Evangelos Dermatas ◽

George Kokkinakis

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Digital Mammography ◽

Component Analysis ◽

Independent Component ◽

Analysis Approach

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