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COLNETv1.0.0 neural network training scripts

Authors: Rodríguez-Genó, Camilo Fernando; Alfonso, Lester;

COLNETv1.0.0 neural network training scripts

Abstract

- The scripts included in this section are used to generate the input and target data used to train the neural networks included in COLNETv1.0.0. - The scripts employed to train the neural networks are also included, as well as the sample data and trained networks. - All scripts were developed using MATLAB R2020a under license number 40816183. A recent running version of MATLAB is needed to run the scripts (2019a or later).

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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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