Parallel Computation for Sparse Network Component Analysis

Advances in Intelligent Systems and Computing - The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019) ◽

10.1007/978-3-030-14118-9_90 ◽

2019 ◽

pp. 918-927 ◽

Author(s):

Dina Elsayad ◽

Safwat Hamad ◽

Howida A. Shedeed ◽

M. F. Tolba

Keyword(s):

Parallel Computation ◽

Component Analysis ◽

Network Component Analysis ◽

Sparse Network ◽

Network Component

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Hybrid Parallel Computation for Sparse Network Component Analysis

Advances in Intelligent Systems and Computing - Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2019 ◽

10.1007/978-3-030-31129-2_73 ◽

2019 ◽

pp. 801-808

Author(s):

Dina Elsayad ◽

Safwat Hamad ◽

Howida A. Shedeed ◽

M. F. Tolba

Keyword(s):

Parallel Computation ◽

Component Analysis ◽

Network Component Analysis ◽

Sparse Network ◽

Network Component

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SparseNCA: Sparse Network Component Analysis for Recovering Transcription Factor Activities with Incomplete Prior Information

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2015.2495224 ◽

2018 ◽

Vol 15 (2) ◽

pp. 387-395 ◽

Author(s):

Amina Noor ◽

Aitzaz Ahmad ◽

Erchin Serpedin

Keyword(s):

Transcription Factor ◽

Prior Information ◽

Component Analysis ◽

Network Component Analysis ◽

Sparse Network ◽

Network Component ◽

Incomplete Prior Information

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Fast Network Component Analysis for Gene Regulation Networks

2007 IEEE Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2007.4414276 ◽

2007 ◽

Author(s):

Chunqi Chang ◽

Zhi Ding ◽

Yeung Sam Hung ◽

Peter C.W. Fung

Keyword(s):

Gene Regulation ◽

Component Analysis ◽

Network Component Analysis ◽

Gene Regulation Networks ◽

Fast Network ◽

Network Component

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PFastNCA: Parallel Fast Network Component Analysis for Gene Regulatory Network

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018) - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-74690-6_57 ◽

2018 ◽

pp. 585-594 ◽

Author(s):

Dina Elsayad ◽

A. Ali ◽

Howida A. Shedeed ◽

M. F. Tolba

Keyword(s):

Gene Regulatory Network ◽

Regulatory Network ◽

Component Analysis ◽

Network Component Analysis ◽

Fast Network ◽

Gene Regulatory ◽

Network Component

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Nonnegative Network Component Analysis by Linear Programming for Gene Regulatory Network Reconstruction

Independent Component Analysis and Signal Separation - Lecture Notes in Computer Science ◽

10.1007/978-3-642-00599-2_50 ◽

2009 ◽

pp. 395-402 ◽

Author(s):

Chunqi Chang ◽

Zhi Ding ◽

Yeung Sam Hung

Keyword(s):

Linear Programming ◽

Gene Regulatory Network ◽

Regulatory Network ◽

Component Analysis ◽

Network Reconstruction ◽

Network Component Analysis ◽

Gene Regulatory ◽

Network Component

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Transcriptome network component analysis with limited microarray data

Bioinformatics ◽

10.1093/bioinformatics/btl279 ◽

2006 ◽

Vol 22 (15) ◽

pp. 1886-1894 ◽

Author(s):

S. J. Galbraith ◽

L. M. Tran ◽

J. C. Liao

Keyword(s):

Microarray Data ◽

Component Analysis ◽

Network Component Analysis ◽

Network Component

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Reconstructing transcriptional regulatory networks by probabilistic network component analysis

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics - BCB'13 ◽

10.1145/2506583.2506599 ◽

2013 ◽

Author(s):

Jinghua Gu ◽

Jianhua Xuan ◽

Xiao Wang ◽

Ayesha N. Shajahan ◽

Leena Hilakivi-Clarke ◽

...

Keyword(s):

Regulatory Networks ◽

Component Analysis ◽

Network Component Analysis ◽

Transcriptional Regulatory Networks ◽

Probabilistic Network ◽

Transcriptional Regulatory ◽

Network Component

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A non-Gaussian factor analysis approach to transcription Network Component Analysis

2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) ◽

10.1109/cibcb.2012.6217258 ◽

2012 ◽

Author(s):

Shikui Tu ◽

Dingsheng Luo ◽

Runsheng Chen ◽

Lei Xu

Keyword(s):

Factor Analysis ◽

Component Analysis ◽

Analysis Approach ◽

Network Component Analysis ◽

Transcription Network ◽

Non Gaussian ◽

Network Component

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A new optimization algorithm for network component analysis based on convex programming

2009 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2009.4959632 ◽

2009 ◽

Author(s):

Chunqi Chang ◽

Yeung Sam Hung ◽

Zhi Ding

Keyword(s):

Convex Programming ◽

Optimization Algorithm ◽

Component Analysis ◽

Network Component Analysis ◽

Network Component

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Network component analysis reveals developmental trajectories of structural connectivity and specific alterations in autism spectrum disorder

Human Brain Mapping ◽

10.1002/hbm.23656 ◽

2017 ◽

Vol 38 (8) ◽

pp. 4169-4184 ◽

Author(s):

Gareth Ball ◽

Richard Beare ◽

Marc L. Seal

Keyword(s):

Autism Spectrum Disorder ◽

Developmental Trajectories ◽

Structural Connectivity ◽

Component Analysis ◽

Autism Spectrum ◽

Spectrum Disorder ◽

Network Component Analysis ◽

Network Component

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