Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2019.103577 ◽

2020 ◽

Vol 116 ◽

pp. 103577 ◽

Author(s):

Konstantina Kourou ◽

George Rigas ◽

Costas Papaloukas ◽

Michalis Mitsis ◽

Dimitrios I. Fotiadis

Keyword(s):

Time Series ◽

Bayesian Networks ◽

Microarray Data ◽

Dynamic Bayesian Networks ◽

Cancer Classification ◽

Time Series Microarray

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Inferring gene networks from time series microarray data using dynamic Bayesian networks

Briefings in Bioinformatics ◽

10.1093/bib/4.3.228 ◽

2003 ◽

Vol 4 (3) ◽

pp. 228-235 ◽

Author(s):

S. Y. Kim

Keyword(s):

Time Series ◽

Bayesian Networks ◽

Microarray Data ◽

Gene Networks ◽

Dynamic Bayesian Networks ◽

Time Series Microarray

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Bayesian Inference of Genetic Regulatory Networks from Time Series Microarray Data Using Dynamic Bayesian Networks

Journal of Multimedia ◽

10.4304/jmm.2.3.46-56 ◽

2007 ◽

Vol 2 (3) ◽

Author(s):

Yufei Huang ◽

Jianyin Wang ◽

Jianqiu Zhang ◽

Maribel Sanchez ◽

Yufeng Wang

Keyword(s):

Time Series ◽

Bayesian Inference ◽

Bayesian Networks ◽

Microarray Data ◽

Regulatory Networks ◽

Dynamic Bayesian Networks ◽

Genetic Regulatory Networks ◽

Time Series Microarray

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Learning Bayesian Networks by Lamarckian Genetic Algorithm and Its Application to Yeast Cell-Cycle Gene Network Reconstruction from Time-Series Microarray Data

Biologically Inspired Approaches to Advanced Information Technology - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27835-1_5 ◽

2004 ◽

pp. 49-62 ◽

Author(s):

Sun-Chong Wang ◽

Sai-Ping Li

Keyword(s):

Genetic Algorithm ◽

Time Series ◽

Microarray Data ◽

Network Reconstruction ◽

Yeast Cell Cycle ◽

Cell Cycle Gene ◽

Gene Network Reconstruction ◽

Lamarckian Genetic Algorithm ◽

Time Series Microarray

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Adaptive learning of dynamic Bayesian networks with changing structures by detecting geometric structures of time series

Knowledge and Information Systems ◽

10.1007/s10115-008-0175-x ◽

2008 ◽

Vol 17 (2) ◽

pp. 263-263

Author(s):

Kaijun Wang ◽

Junying Zhang ◽

Fengshan Shen ◽

Lingfeng Shi

Keyword(s):

Time Series ◽

Bayesian Networks ◽

Adaptive Learning ◽

Dynamic Bayesian Networks ◽

Geometric Structures

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Retraction Note to: Analyzing time-series microarray data reveals key genes in spinal cord injury

Molecular Biology Reports ◽

10.1007/s11033-015-3906-6 ◽

2015 ◽

Vol 42 (10) ◽

pp. 1485-1485

Author(s):

Xun Xia ◽

Bo Qu ◽

Yuan Ma ◽

Li-bin Yang ◽

Hai-dong Huang ◽

...

Keyword(s):

Spinal Cord ◽

Spinal Cord Injury ◽

Time Series ◽

Microarray Data ◽

Cord Injury ◽

Key Genes ◽

Time Series Microarray

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Performance evaluation of the time-delayed dynamic Bayesian network approach to inferring gene regulatory networks from time series microarray data

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology - BCB '10 ◽

10.1145/1854776.1854859 ◽

2010 ◽

Author(s):

Haoni Li ◽

Peng Li ◽

Chaoyang Zhang ◽

Nan Wang ◽

Ping Gong ◽

...

Keyword(s):

Time Series ◽

Performance Evaluation ◽

Bayesian Network ◽

Gene Regulatory Networks ◽

Microarray Data ◽

Regulatory Networks ◽

Dynamic Bayesian Network ◽

Network Approach ◽

Gene Regulatory ◽

Time Series Microarray

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Hierarchical Signature Clustering for Time Series Microarray Data

Advances in Experimental Medicine and Biology - Software Tools and Algorithms for Biological Systems ◽

10.1007/978-1-4419-7046-6_6 ◽

2011 ◽

pp. 57-65 ◽

Author(s):

Lars Koenig ◽

Eunseog Youn

Keyword(s):

Time Series ◽

Microarray Data ◽

Time Series Microarray

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XMAS: An Experiential Approach for Visualization, Analysis, and Exploration of Time Series Microarray Data

Communications in Computer and Information Science - Bioinformatics Research and Development ◽

10.1007/978-3-540-70600-7_2 ◽

2008 ◽

pp. 16-31 ◽

Author(s):

Ben Dalziel ◽

Hui Yang ◽

Rahul Singh ◽

Matthew Gormley ◽

Susan Fisher

Keyword(s):

Time Series ◽

Microarray Data ◽

Visualization Analysis ◽

Experiential Approach ◽

Time Series Microarray

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Time Series: Dynamic Bayesian Networks

Bayesian Networks ◽

10.1201/9780429347436-4 ◽

2021 ◽

pp. 79-90

Author(s):

Marco Scutari ◽

Jean-Baptiste Denis

Keyword(s):

Time Series ◽

Bayesian Networks ◽

Dynamic Bayesian Networks

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Evaluation of Time Series Microarray Data for Dynamic Gene Regulatory Network Inference

XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016 - IFMBE Proceedings ◽

10.1007/978-3-319-32703-7_110 ◽

2016 ◽

pp. 565-568

Author(s):

Panagiotis Xenitidis ◽

I. Seimenis ◽

S. Kakolyris ◽

A. Adamopoulos

Keyword(s):

Time Series ◽

Gene Regulatory Network ◽

Microarray Data ◽

Regulatory Network ◽

Network Inference ◽

Gene Regulatory Network Inference ◽

Gene Regulatory ◽

Time Series Microarray

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