A Novel Information Theoretical Criterion for Climate Network Construction

A Novel Information Theoretical Criterion for Climate Network Construction

This paper presents a novel methodology for Climate Networkconstruction based on the Kullback-Leibler divergenceamong Membership Probabilitydistributions, obtained from the Second Order Data-Coupled Clusteringalgorithm. The proposed method is able to obtain CNs with emergent behaviour adapted to the...

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Bibliographic Details
Main Authors: Sara Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Luis Prieto-Godino, Sancho Salcedo-Sanz
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Symmetry
Subjects:
climate networks
complex networks
Kullback-Leibler divergence
data-coupled clustering
wind farms
Online Access:https://www.mdpi.com/2073-8994/12/9/1500

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