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ZENODO
Software . 2021
Data sources: Datacite
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ZENODO
Software . 2021
Data sources: ZENODO
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ZENODO
Software . 2021
Data sources: Datacite
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Rmomal/EMtree: EMtree v2.0

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 07 Apr 2021Publisher:Zenodo
Authors: Rmomal; VIOLET, Clément;
Code repository: https://github.com/Rmomal/EMtree/tree/v2.0

doi: 10.5281/zenodo.4670451 , 10.5281/zenodo.3660626

Rmomal/EMtree: EMtree v2.0

Abstract

In this second version, EMtree was improved and present with new functionalities: Stable handling of big networks (200 to 1000 nodes) Set a random initialisation of the EM weights parameters ("random.init" parameter of main function EMtree()) Run stability selection of probability threshold with the StATS function Use a user-provided function for the estimation of the Gaussian covariance matrix in ResampleEMtree ("user_covariance_estimation" parameter) Force some unlinked nodes ("unlinked" parameter) The overall numerical stability was improved thanks to an adaptative conditioning parameter. The vignette Fatala_Net has been updated, and illustrates the new graphic possibilities among which the storing of a layout and the colouring of edges. Finally, the functions "ComparEMtree()" and "compare_graphs()" were deleted.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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