Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach. - Flávio Secco Fonseca; Arianne Sarmento Torcate; Ana Clara Gomes da Silva; Victor Hugo Wanderley Freire; Gilles Paiva de Medeiros de Farias; João Fausto Lorenzato de Oliveira; Flávio Monteiro De Oliveira Júnior; José Carlos da Silva Júnior; Dayane Aparecida Gomes; Wellington Pinheiro dos Santos (LA-CCI, 2022)

Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random Forest. - Arianne Sarmento Torcate; Maíra Araújo de Santana; Wellington Pinheiro dos Santos (LA-CCI, 2023)

Development of an Electrode Reduction Model to Support ASD Diagnosis Based on EEG and Machine Learning. - Flávio Secco Fonseca; Adrielly Sayonara de Oliveira Silva; Maria Euclécia Albuquerque Da Silva; Maria Vitória Soares Muniz; Arthur Moreira Nogueira de Melo; Wesley Gregorio Machado; Camila Narjara Silva de Sá Moura; Arianne Sarmento Torcate; Ana Cristina de Albuquerque Montenegro; Maíra Araújo de Santana; Juliana Carneiro Gomes; Wellington Pinheiro dos Santos (LA-CCI, 2024)

Hybrid architectures based on Deep-wavelet networks for emotion recognition as a tool to support personalized therapies. - Arianne Sarmento Torcate; Maíra Araújo de Santana; Juliana Carneiro Gomes; Flávio Secco Fonseca; Wellington Pinheiro dos Santos (LA-CCI, 2024)

Automatic identification of preferred music genres: an exploratory machine learning approach to support personalized music therapy. - Ingrid Bruno Nunes; Maíra Araújo de Santana; Nicole Charron; Hyngrid Souza e Silva; Caylane Mayssa de Lima Simões; Camila Lins; Ana Beatriz de Souza Sampaio; Arthur Moreira Nogueira de Melo; Thailson Caetano Valdeci da Silva; Camila Tiodista; Nathália Córdula de Brito; Arianne Sarmento Torcate; et al. (Multim. Tools Appl., 2024)

A Novel Hybrid System for ASD Diagnosis: Integrating EEG Image Analysis, Deep Learning, and Swarm Intelligence. - Jordana Leandro Seixas; Flávio Secco Fonseca; Maíra Araújo de Santana; Cecilia Cordeiro da Silva; Clarisse Lins de Lima; Arianne Sarmento Torcate; Giselle Machado Magalhaes Moreno; Juliana Carneiro Gomes; Wellington Pinheiro dos Santos (CEC, 2025)