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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Hauptverfasser: Noor, Amina, Serpedin, Erchin, Nounou, Mohamed, Nounou, Hazem
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2013
Schlagworte:
Research Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3664478/
https://ncbi.nlm.nih.gov/pubmed/23737768
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/205763
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