Field Theoretical Approach for Signal Detection in Nearly Continuous Positive Spectra I: Matricial Data

Field Theoretical Approach for Signal Detection in Nearly Continuous Positive Spectra I: Matricial Data

Renormalization group techniques are widely used in modern physics to describe the relevant low energy aspects of systems involving a large number of degrees of freedom. Those techniques are thus expected to be a powerful tool to address open issues in data analysis when datasets are highly correlat...

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Bibliographic Details
Main Authors: Vincent Lahoche, Dine Ousmane Samary, Mohamed Tamaazousti
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Entropy
Subjects:
renormalization group
field theory
phase transition
big data
principal component analysis
signal detection
Online Access:https://www.mdpi.com/1099-4300/23/9/1132

Internet

https://www.mdpi.com/1099-4300/23/9/1132

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