From Complex System Analysis to Pattern Recognition: Experimental Assessment of an Unsupervised Feature Extraction Method Based on the Relevance Index Metrics

The so-called Relevance Index (RI) metrics are a set of recently-introduced indicators based on information theory principles that can be used to analyze complex systems by detecting the main interacting structures within them. Such structures can be described as subsets of the variables which descr...

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Bibliographic Details
Main Authors: Laura Sani, Riccardo Pecori, Monica Mordonini, Stefano Cagnoni
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Computation
Subjects:
Online Access:https://www.mdpi.com/2079-3197/7/3/39