No full text
Collective work published as editor or director (Books)
Gene Regulatory Networks
Sanguinetti, Guido; Huynh-Thu, Vân Anh
2019Humana Press, New York, United States - New York
 

Files


Full Text
No document available.

Send to



Details



Abstract :
[en] This volume explores recent techniques for the computational inference of gene regulatory networks (GRNs). The chapters in this book cover topics such as methods to infer GRNs from time-varying data; the extraction of causal information from biological data; GRN inference from multiple heterogeneous data sets; non-parametric and hybrid statistical methods; the joint inference of differential networks; and mechanistic models of gene regulation dynamics. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, descriptions of recently developed methods for GRN inference, applications of these methods on real and/ or simulated biological data, and step-by-step tutorials on the usage of associated software tools. Cutting-edge and thorough, Gene Regulatory Networks: Methods and Protocols is an essential tool for evaluating the current research needed to further address the common challenges faced by specialists in this field.
Disciplines :
Genetics & genetic processes
Computer science
Editor :
Sanguinetti, Guido
Huynh-Thu, Vân Anh ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Algorith. des syst. en interaction avec le monde physique
Language :
English
Title :
Gene Regulatory Networks
Publication date :
2019
Publisher :
Humana Press, New York, United States - New York
Collection name :
Methods in Molecular Biology, vol 1883
Available on ORBi :
since 19 January 2019

Statistics


Number of views
52 (1 by ULiège)
Number of downloads
0 (0 by ULiège)

Bibliography


Similar publications



Contact ORBi