An Integrated Robust Graph Regularized Non-negative Matrix Factorization for Multi-dimensional Genomic Data Analysis

Communications in Computer and Information Science - Recent Advances in Data Science ◽

10.1007/978-981-15-8760-3_7 ◽

2020 ◽

pp. 97-111

Author(s):

Yong-Jing Hao ◽

Mi-Xiao Hou ◽

Rong Zhu ◽

Jin-Xing Liu

Keyword(s):

Data Analysis ◽

Matrix Factorization ◽

Genomic Data ◽

Genomic Data Analysis ◽

Non Negative Matrix Factorization

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Characterizing Performance Variation of Genomic Data Analysis Workflows on the Public Cloud

2020 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) ◽

10.1109/dasc-picom-cbdcom-cyberscitech49142.2020.00116 ◽

2020 ◽

Author(s):

David Perez ◽

Ling-Hong Hung ◽

Sonia Xu ◽

Ka Yee Yeung ◽

Wes Lloyd

Keyword(s):

Data Analysis ◽

Genomic Data ◽

Public Cloud ◽

The Public ◽

Performance Variation ◽

Genomic Data Analysis

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Statistical Genetics for Genomic Data Analysis

Springer Handbook of Engineering Statistics ◽

10.1007/978-1-84628-288-1_32 ◽

2006 ◽

pp. 591-605

Author(s):

Jae Lee

Keyword(s):

Data Analysis ◽

Genomic Data ◽

Statistical Genetics ◽

Genomic Data Analysis

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Application of non-negative matrix factorization to multispectral FLIM data analysis

Biomedical Optics Express ◽

10.1364/boe.3.002244 ◽

2012 ◽

Vol 3 (9) ◽

pp. 2244 ◽

Cited By ~ 15

Author(s):

Paritosh Pande ◽

Brian E. Applegate ◽

Javier A. Jo

Keyword(s):

Data Analysis ◽

Matrix Factorization ◽

Non Negative Matrix Factorization

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Introduction to R for Genomic Data Analysis

Computational Genomics with R ◽

10.1201/9780429084317-2 ◽

2020 ◽

pp. 23-66

Author(s):

Altuna Akalin

Keyword(s):

Data Analysis ◽

Genomic Data ◽

Genomic Data Analysis

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Uncovering Effective Explanations for Interactive Genomic Data Analysis

Patterns ◽

10.1016/j.patter.2020.100093 ◽

2020 ◽

Vol 1 (6) ◽

pp. 100093

Author(s):

Silu Huang ◽

Charles Blatti ◽

Saurabh Sinha ◽

Aditya Parameswaran

Keyword(s):

Data Analysis ◽

Genomic Data ◽

Genomic Data Analysis

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Triple Threat: OnRamp Bioinformatics, Cloudian, ScaleMatrix Combine Services for Genomic Data Analysis and Storage Offering

Clinical OMICs ◽

10.1089/clinomi.04.04.20 ◽

2017 ◽

Vol 4 (4) ◽

pp. 30-31

Author(s):

Chris Anderson

Keyword(s):

Data Analysis ◽

Genomic Data ◽

Genomic Data Analysis ◽

And Storage ◽

Triple Threat

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Group Sparse Joint Non-negative Matrix Factorization on Orthogonal Subspace for Multi-modal Imaging Genetics Data Analysis

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2020.2999397 ◽

2020 ◽

pp. 1-1

Author(s):

Peng Peng ◽

Yipu Zhang ◽

Yongfeng Ju ◽

Kaiming Wang ◽

Gang Li ◽

...

Keyword(s):

Data Analysis ◽

Matrix Factorization ◽

Imaging Genetics ◽

Orthogonal Subspace ◽

Non Negative Matrix Factorization

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Part-Based Data Analysis with Masked Non-negative Matrix Factorization

Computational Science and Its Applications – ICCSA 2014 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-09153-2_33 ◽

2014 ◽

pp. 440-454 ◽

Cited By ~ 1

Author(s):

Gabriella Casalino ◽

Nicoletta Del Buono ◽

Corrado Mencar

Keyword(s):

Data Analysis ◽

Matrix Factorization ◽

Non Negative Matrix Factorization

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Scalable Pathogen Pipeline Platform (SP^3): Enabling Unified Genomic Data Analysis with Elastic Cloud Computing

2019 IEEE 12th International Conference on Cloud Computing (CLOUD) ◽

10.1109/cloud.2019.00083 ◽

2019 ◽

Cited By ~ 1

Author(s):

Fan Yang-Turner ◽

Denis Volk ◽

Philip Fowler ◽

Jeremy Swann ◽

Matthew Bull ◽

...

Keyword(s):

Cloud Computing ◽

Data Analysis ◽

Genomic Data ◽

Genomic Data Analysis

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Sparse regularized low-rank tensor regression with applications in genomic data analysis

Pattern Recognition ◽

10.1016/j.patcog.2020.107516 ◽

2020 ◽

Vol 107 ◽

pp. 107516

Author(s):

Le Ou-Yang ◽

Xiao-Fei Zhang ◽

Hong Yan

Keyword(s):

Data Analysis ◽

Genomic Data ◽

Low Rank ◽

Rank Tensor ◽

Genomic Data Analysis ◽

Tensor Regression

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