GlobalMIT specifications

Information


Unique identifier OMICS_26470
Name GlobalMIT
Alternative name Global Mutual Information Test
Software type Application/Script
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
Programming languages C++, MATLAB
License GNU General Public License version 3.0
Computer skills Advanced
Version 1.0
Stability Stable
Maintained Yes

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Documentation


Maintainers


  • person_outline Nguyen Xuan Vinh
  • person_outline Madhu Chetty

Publication for Global Mutual Information Test

GlobalMIT citation

library_books

Inferring Broad Regulatory Biology from Time Course Data: Have We Reached an Upper Bound under Constraints Typical of In Vivo Studies?

2015
PLoS One
PMCID: 4435750
PMID: 25984725
DOI: 10.1371/journal.pone.0127364

[…] istributions. Dynamic Bayesian networks (DBN) offer further improvements in the analysis of experimental time course data [] and several algorithms have been proposed including BANJO [] BNFINDER [,], GlobalMIT [], and DREM [, ]. While DBNs can infer feedback loops they continue to require data exceeding that of typical in vivo animal studies despite efforts to control computational complexity with […]

GlobalMIT institution(s)
Gippsland School of Information Technology, Faculty of IT, Monash University, VIC, Australia; Department of Microbiology, Faculty of Medicine, Nursing and Health Sciences, Monash University, VIC, Australia; Department of Chemical Engineering, Indian Institute of Technology, Bombay, India
GlobalMIT funding source(s)
Supported by an Australia-India strategic research fund (AISRF).

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