A new quantum approach to binary classification

This paper proposes a new quantum-like method for the binary classification applied to classical datasets. Inspired by the quantum Helstrom measurement, this innovative approach has enabled us to define a new classifier, called Helstrom Quantum Centroid (HQC). This binary classifier (inspired by the...

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Detalles Bibliográficos
Autores principales: Sergioli, Giuseppe, Giuntini, Roberto, Freytes, Hector
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6508868/
https://www.ncbi.nlm.nih.gov/pubmed/31071129
http://dx.doi.org/10.1371/journal.pone.0216224

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6508868/
https://www.ncbi.nlm.nih.gov/pubmed/31071129
http://dx.doi.org/10.1371/journal.pone.0216224

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