nsDBN specifications

Information


Unique identifier OMICS_28568
Name nsDBN
Alternative name non-stationary Dynamic Bayesian Network

Maintainer


This tool is not maintained anymore.

Additional information


https://papers.nips.cc/paper/3571-non-stationary-dynamic-bayesian-networks

nsDBN citation

library_books

Hidden Markov induced Dynamic Bayesian Network for recovering time evolving gene regulatory networks

2015
Sci Rep
PMCID: 4683538
PMID: 26680653
DOI: 10.1038/srep17841

[…] at all stages of muscle development, such as mhc and mlc1. The method nhDBN and ARTIVA fail to obtain these relationships. Under the settings of known transition time and known transition number, the nsDBN still misses such associations. Our algorithm successfully captures these interactions. In our resulting network, gene gfl and twi are both direct regulators of gene mhc. Gene twi is inferred to […]

nsDBN institution(s)
Department of Computer Science, Duke University, Durham, NC, USA

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