Independent component analysis algorithms for microarray data analysis

Intelligent Data Analysis ◽

10.3233/ida-2010-0416 ◽

2010 ◽

Vol 14 (2) ◽

pp. 193-206 ◽

Author(s):

Raul Malutan ◽

Pedro Gómez Vilda ◽

Monica Borda

Keyword(s):

Data Analysis ◽

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Independent Component ◽

Microarray Data Analysis

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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 ◽

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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Studying dna microarray data using independent component analysis

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

10.1109/isccsp.2004.1296521 ◽

2004 ◽

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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A common neural-network model for unsupervised exploratory data analysis and independent component analysis

IEEE Transactions on Neural Networks ◽

10.1109/72.728398 ◽

1998 ◽

Vol 9 (6) ◽

pp. 1495-1501 ◽

Author(s):

M. Girolami ◽

A. Cichocki ◽

S.I. Amari

Keyword(s):

Neural Network ◽

Data Analysis ◽

Independent Component Analysis ◽

Network Model ◽

Neural Network Model ◽

Exploratory Data Analysis ◽

Component Analysis ◽

Independent Component ◽

Exploratory Data

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Analyzing time-dependent microarray data using independent component analysis derived expression modes from human macrophages infected with F. tularensis holartica

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2009.01.002 ◽

2009 ◽

Vol 42 (4) ◽

pp. 605-611 ◽

Author(s):

D. Lutter ◽

Th. Langmann ◽

P. Ugocsai ◽

C. Moehle ◽

E. Seibold ◽

...

Keyword(s):

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Independent Component ◽

Time Dependent ◽

Human Macrophages

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Gene Module Identification from Microarray Data Using Nonnegative Independent Component Analysis

Gene Regulation and Systems Biology ◽

10.1177/117762500700100023 ◽

2007 ◽

Vol 1 ◽

pp. 117762500700100 ◽

Author(s):

Ting Gong ◽

Jianhua Xuan ◽

Chen Wang ◽

Huai Li ◽

Eric Hoffman ◽

...

Keyword(s):

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Independent Component ◽

Gene Module ◽

Module Identification

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Multi-subject fMRI data analysis: Shift-invariant tensor factorization vs. group independent component analysis

2013 IEEE China Summit and International Conference on Signal and Information Processing ◽

10.1109/chinasip.2013.6625342 ◽

2013 ◽

Author(s):

Li-Dan Kuang ◽

Qiu-Hua Lin ◽

Xiao-Feng Gong ◽

Jing Fan ◽

Feng-Yu Cong ◽

...

Keyword(s):

Data Analysis ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Tensor Factorization ◽

Invariant Tensor ◽

Fmri Data Analysis ◽

Group Independent Component Analysis

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Magnetoencephalographic data analysis: Dynamical embedding followed by independent component analysis

10.1016/s1053-8119(01)91504-6 ◽

2001 ◽

Vol 13 (6) ◽

pp. 161

Author(s):

Christopher James ◽

David Lowe ◽

Ian Holliday ◽

Gareth R. Barbes

Keyword(s):

Data Analysis ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Dynamical Embedding

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Data analysis using a combination of independent component analysis and empirical mode decomposition

Physical Review E ◽

10.1103/physreve.79.066705 ◽

2009 ◽

Vol 79 (6) ◽

Author(s):

Shih-Lin Lin ◽

Pi-Cheng Tung ◽

Norden E. Huang

Keyword(s):

Data Analysis ◽

Independent Component Analysis ◽

Empirical Mode Decomposition ◽

Component Analysis ◽

Independent Component ◽

Mode Decomposition

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Application of independent component analysis to microarray data

IEMC '03 Proceedings. Managing Technologically Driven Organizations: The Human Side of Innovation and Change (IEEE Cat. No.03CH37502) ◽

10.1109/kimas.2003.1245073 ◽

2004 ◽

Author(s):

R.E. Suri

Keyword(s):

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Independent Component

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Robust Processing of Microarray Data by Independent Component Analysis

Computational Intelligence and Bioinspired Systems - Lecture Notes in Computer Science ◽

10.1007/11494669_129 ◽

2005 ◽

pp. 1051-1058

Author(s):

Francisco Díaz ◽

Raul Malutan ◽

Pedro Gómez ◽

Victoria Rodellar ◽

Carlos G. Puntonet

Keyword(s):

Independent Component Analysis ◽

Microarray Data ◽

Component Analysis ◽

Independent Component ◽

Robust Processing

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