Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure
type: Item
instance of: scholarly article
title: Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure
zbMATH Open document ID: 1260.92027
author: Frank Dondelinger
author: Sophie Lèbre
author: Dirk Husmeier
published in: Machine Learning
publication date: 2013-03-28T00:00:00Z
Mathematics Subject Classification ID: 92C42
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 62M10
Mathematics Subject Classification ID: 62P10
zbMATH DE Number: 6149271
zbMATH Keywords: hierarchical Bayesian models
zbMATH Keywords: multiple changepoint processes
zbMATH Keywords: reversible jump Markov chain Monte Carlo
zbMATH Keywords: gene expression time series
zbMATH Keywords: systems and synthetic biology
MaRDI profile type: Publication
full work available at URL: s10994-012-5311-x
OpenAlex ID: W2113273949
cites work: Inference from iterative simulation using multiple sequences
cites work: Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
cites work: Non-homogeneous dynamic Bayesian networks for continuous data
cites work: Monte Carlo sampling methods using Markov chains and their applications
cites work: Learning non-stationary dynamic Bayesian networks
cites work: Structural Learning with Time-Varying Components: Tracking the Cross-Section of Financial Time Series
cites work: Q3802438
DOI: 10.1007/S10994-012-5311-X
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description: scientific article; zbMATH DE number 6149271