Evaluation of a Voltametric E-Tongue Combined with Data Preprocessing for Fast and Effective Machine Learning-Based Classification of Tomato Purées by Cultivar.

Magnani, Giulia; Giliberti, Chiara; Errico, Davide; Stighezza, Mattia; Fortunati, Simone; Mattarozzi, Monica; Boni, Andrea; Bianchi, Valentina; Giannetto, Marco; De Munari, Ilaria; Cagnoni, Stefano; Careri, Maria

Magnani, Giulia; Giliberti, Chiara; Errico, Davide; Stighezza, Mattia; Fortunati, Simone; Mattarozzi, Monica; Boni, Andrea; Bianchi, Valentina; Giannetto, Marco; De Munari, Ilaria; Cagnoni, Stefano; Careri, Maria.

Afiliação

Magnani G; Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy.
Giliberti C; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy.
Errico D; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy.
Stighezza M; Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy.
Fortunati S; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy.
Mattarozzi M; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy.
Boni A; Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy.
Bianchi V; Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy.
Giannetto M; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy.
De Munari I; Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy.
Cagnoni S; Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy.
Careri M; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy.

Sensors (Basel) ; 24(11)2024 Jun 02.

Article em En | MEDLINE | ID: mdl-38894376

Assuntos

Ouro; Aprendizado de Máquina; Solanum lycopersicum; Solanum lycopersicum/classificação; Solanum lycopersicum/química; Ouro/química; Análise Discriminante; Nariz Eletrônico; Nanopartículas Metálicas/química; Eletrodos; Polímeros/química; Cobre/química; Compostos Bicíclicos Heterocíclicos com Pontes/química

Palavras-chave

classification; copper nanoparticles; cultivars; electronic tongue; gold nanoparticles; linear discriminant analysis; machine learning; multivariate chemometric tools; voltametric sensors

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Solanum lycopersicum / Aprendizado de Máquina / Ouro Idioma: En Ano de publicação: 2024 Tipo de documento: Article

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