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A Novel Information Theoretical Criterion for Climate Network Construction

Sara Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Luis Prieto-Godino, Sancho Salcedo-Sanz
2020 Symmetry  
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  ...  We show that the proposed approach based on the Second Order Data-Coupled Clusteringalgorithm and the Kullback-Leibler divergenceconstructs CNs with an emergent behaviour according to underlying wind speed  ...  In Proceedings of the 2010 Conference on Intelligent Data Understanding (CIDU 2010), Mountain View, CA, USA, 5–6 October 2010; pp. 16–26.  ... 
doi:10.3390/sym12091500 fatcat:kwlssqfc4jfgnhpmwrdyli4vve