Classification of Cabernet Sauvignon from Two Different Countries in South America by Chemical Compounds and Support Vector Machines. - Nattane Luiza da Costa; Inar Alves Castro; Rommel M. Barbosa (Appl. Artif. Intell., 2016)

Improvements on least squares twin multi-class classification support vector machine. - Márcio Dias de Lima; Nattane Luiza da Costa; Rommel M. Barbosa (Neurocomputing, 2018)

The use of data mining to classify Carménère and Merlot wines from Chile. - Nattane Luiza da Costa; Laura Andrea García Llobodanin; Inar Alves Castro; Rommel M. Barbosa (Expert Syst. J. Knowl. Eng., 2019)

Evaluation of feature selection methods based on artificial neural network weights. - Nattane Luiza da Costa; Márcio Dias de Lima; Rommel M. Barbosa (Expert Syst. Appl., 2021)

Uso e estabilidade de seletores de variáveis baseados nos pesos de conexão de redes neurais artificiais - Nattane Luiza da Costa (2021)

A Cluster Analysis Methodology for the Categorization of Soil Samples for Forensic Sciences Based on Elemental Fingerprint. - Camila Maione; Nattane Luiza da Costa; Fernando Barbosa Jr.; Rommel Melgaço Barbosa (Appl. Artif. Intell., 2022)

Analysis and improvements on feature selection methods based on artificial neural network weights. - Nattane Luiza da Costa; Márcio Dias de Lima; Rommel M. Barbosa (Appl. Soft Comput., 2022)

Finding the combination of multiple biomarkers to diagnose oral squamous cell carcinoma - A data mining approach. - Nattane Luiza da Costa; Mariana de Sá Alves; Nayara de Sá Rodrigues; Celso Muller Bandeira; Mônica Ghislaine Oliveira Alves; Maria Anita Mendes; Levy Anderson Cesar Alves; Janete Dias Almeida; Rommel M. Barbosa (Comput. Biol. Medicine, 2022)