Dynamic Bayesian Network Learning to Infer Sparse Models from Time Series Gene Expression Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2021.3092879 ◽

2021 ◽

pp. 1-1

Author(s):

Hamda bint E Ajmal ◽

Michael G. Madden

Keyword(s):

Gene Expression ◽

Time Series ◽

Bayesian Network ◽

Gene Expression Data ◽

Dynamic Bayesian Network ◽

Expression Data ◽

Sparse Models ◽

Network Learning ◽

Time Series Gene Expression

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Dynamic Bayesian Network and Nonparametric Regression for Nonlinear Modeling of Gene Networks from Time Series Gene Expression Data

Computational Methods in Systems Biology - Lecture Notes in Computer Science ◽

10.1007/3-540-36481-1_9 ◽

2003 ◽

pp. 104-113 ◽

Author(s):

SunYong Kim ◽

Seiy Imoto ◽

Satoru Miyano

Keyword(s):

Gene Expression ◽

Time Series ◽

Bayesian Network ◽

Nonparametric Regression ◽

Gene Expression Data ◽

Gene Networks ◽

Nonlinear Modeling ◽

Dynamic Bayesian Network ◽

Expression Data ◽

Time Series Gene Expression

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Dynamic Bayesian network and nonparametric regression for nonlinear modeling of gene networks from time series gene expression data

10.1016/j.biosystems.2004.03.004 ◽

2004 ◽

Vol 75 (1-3) ◽

pp. 57-65 ◽

Author(s):

Sunyong Kim ◽

Seiya Imoto ◽

Satoru Miyano

Keyword(s):

Gene Expression ◽

Time Series ◽

Bayesian Network ◽

Nonparametric Regression ◽

Gene Expression Data ◽

Gene Networks ◽

Nonlinear Modeling ◽

Dynamic Bayesian Network ◽

Expression Data ◽

Time Series Gene Expression

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Current Development and Review of Dynamic Bayesian Network-Based Methods for Inferring Gene Regulatory Networks from Gene Expression Data

Current Bioinformatics ◽

10.2174/1574893609666140421210333 ◽

2014 ◽

Vol 9 (5) ◽

pp. 531-539 ◽

Author(s):

Lian Chai ◽

Mohd Mohamad ◽

Safaai Deris ◽

Chuii Chong ◽

Yee Choon ◽

...

Keyword(s):

Gene Expression ◽

Bayesian Network ◽

Gene Expression Data ◽

Gene Regulatory Networks ◽

Regulatory Networks ◽

Dynamic Bayesian Network ◽

Expression Data ◽

Current Development ◽

Gene Regulatory

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Phase-Wise Clustering of Time Series Gene Expression Data

2011IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications ◽

10.1109/trustcom.2011.231 ◽

2011 ◽

Author(s):

Poonam Goyal ◽

Navneet Goyal ◽

Rohan Sunil Karwa ◽

Matthew John

Keyword(s):

Gene Expression ◽

Time Series ◽

Gene Expression Data ◽

Expression Data ◽

Time Series Gene Expression

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SMARTS: reconstructing disease response networks from multiple individuals using time series gene expression data

Bioinformatics ◽

10.1093/bioinformatics/btu800 ◽

2014 ◽

Vol 31 (8) ◽

pp. 1250-1257 ◽

Author(s):

Aaron Wise ◽

Ziv Bar-Joseph

Keyword(s):

Gene Expression ◽

Time Series ◽

Gene Expression Data ◽

Expression Data ◽

Disease Response ◽

Time Series Gene Expression

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Identification of K-Tolerance Regulatory Modules in Time Series Gene Expression Data Using a Biclustering Algorithm

Active Media Technology - Lecture Notes in Computer Science ◽

10.1007/978-3-319-02750-0_15 ◽

2013 ◽

pp. 146-155

Author(s):

Tustanah Phukhachee ◽

Songrit Maneewongvatana

Keyword(s):

Gene Expression ◽

Time Series ◽

Gene Expression Data ◽

Expression Data ◽

Regulatory Modules ◽

Time Series Gene Expression

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Identifying Synchronous and Asynchronous Co-regulations from Time Series Gene Expression Data

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-540-71701-0_118 ◽

2007 ◽

pp. 1046-1054

Author(s):

Ying Yin ◽

Yuhai Zhao ◽

Bin Zhang

Keyword(s):

Gene Expression ◽

Time Series ◽

Gene Expression Data ◽

Expression Data ◽

Time Series Gene Expression

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Clustering short time series gene expression data

Bioinformatics ◽

10.1093/bioinformatics/bti1022 ◽

2005 ◽

Vol 21 (Suppl 1) ◽

pp. i159-i168 ◽

Author(s):

J. Ernst ◽

G. J. Nau ◽

Z. Bar-Joseph

Keyword(s):

Gene Expression ◽

Time Series ◽

Gene Expression Data ◽

Expression Data ◽

Short Time Series ◽

Time Series Gene Expression ◽

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Unsupervised clustering of time series gene expression data based on spectrum processing and autoregressive modeling

Computational Methods with Applications in Bioinformatics Analysis ◽

10.1142/9789813207981_0001 ◽

2017 ◽

pp. 1-21

Author(s):

Chien-Yuan Li ◽

Rong-Ming Chen ◽

Been-Chian Chien ◽

Rouh-Mei Hu ◽

Jeffrey J. P. Tsai

Keyword(s):

Gene Expression ◽

Time Series ◽

Gene Expression Data ◽

Unsupervised Clustering ◽

Expression Data ◽

Autoregressive Modeling ◽

Time Series Gene Expression

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Modelling gene interaction networks from time-series gene expression data using evolving spiking neural networks

Evolving Systems ◽

10.1007/s12530-019-09269-6 ◽

2019 ◽

Vol 11 (4) ◽

pp. 599-613 ◽

Author(s):

Elisa Capecci ◽

Jesus L. Lobo ◽

Ibai Laña ◽

Josafath I. Espinosa-Ramos ◽

Nikola Kasabov

Keyword(s):

Gene Expression ◽

Neural Networks ◽

Time Series ◽

Gene Expression Data ◽

Gene Interaction ◽

Interaction Networks ◽

Spiking Neural Networks ◽

Expression Data ◽

Gene Interaction Networks ◽

Time Series Gene Expression

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