Gene Network Inference : Verification of Methods for Systems Genetics Data /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Fuente, Alberto. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Materias:
Tabla de Contenidos:
  • Simulation of the Benchmark Datasets
  • A Panel of Learning Methods for the Reconstruction of Gene Regulatory Networks in a Systems Genetics Context
  • Benchmarking a simple yet effective approach for inferring gene regulatory networks from systems genetics data
  • Differential Equation based reverse-engineering algorithms: pros and cons
  • Gene regulatory network inference from systems genetics data using tree-based methods
  • Extending partially known networks
  • Integration of genetic variation as external perturbation to reverse engineer regulatory networks from gene expression data
  • Using Simulated Data to Evaluate Bayesian Network Approach for Integrating Diverse Data.