Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model

Lian En Chai; Mohd Saberi Mohamad; Safaai Deris; Chuii Khim Chong; Yee Wen Choon; Zuwairie Ibrahim; Sigeru Omatu

doi:10.1007/978-3-642-28765-7_45

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Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model

Lian En Chai Mohd Saberi Mohamad Safaai Deris Chuii Khim Chong Yee Wen Choon Zuwairie Ibrahim Sigeru Omatu

Year: 2012 Advances in intelligent and soft computing Pages: 379-386 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-642-28765-7_45

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Keywords:

Dynamic Bayesian network Gene regulatory network Inference Computer science Data mining Missing data Approximate Bayesian computation Imputation (statistics) Bayesian network Microarray analysis techniques Artificial intelligence Computation Bayesian inference Bayesian probability Machine learning Computational biology Gene Gene expression Biology Algorithm Genetics

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Gene Regulatory Network Analysis

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Gene expression and cancer classification

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Bioinformatics and Genomic Networks

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model

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