Reverse Engineering Sparse Gene Regulatory Networks Using Cubature Kalman Filter and Compressed Sensing

This paper proposes a novel algorithm for inferring gene regulatory networks which makes use of cubature Kalman filter (CKF) and Kalman filter (KF) techniques in conjunction with compressed sensing methods. The gene network is described using a state-space model. A nonlinear model for the evolution...

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Detalles Bibliográficos
Autores principales: Noor, Amina, Serpedin, Erchin, Nounou, Mohamed, Nounou, Hazem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3664478/
https://www.ncbi.nlm.nih.gov/pubmed/23737768
http://dx.doi.org/10.1155/2013/205763

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