Prediction of mortality in Intensive Care Units: a multivariate feature selection. - Flávio Monteiro; Fernando Meloni; José Augusto Baranauskas; Alessandra Alaniz Macedo (J. Biomed. Informatics, 2020)

A Nonverbal Recognition Method to Assist Speech. - Fernando Meloni; Bianca Sicchieri; Patricia Mandrá; Renato Bulcão Neto; Alessandra Alaniz Macedo (CBMS, 2021)

Detection and Evaluation of Speech Intelligibility with Speech Tool. - Fernando Meloni; Bianca Sicchieri; Patricia Mandrá; Renato de Freitas Bulcão-Neto; Alessandra Alaniz Macedo (CLEI, 2022)

Speech Emotion Recognition in Portuguese for SofiaFala: SER SofiaFala. - Alexander Scaranti; Douglas Antonio Rodrigues Silva; Fernando Meloni; Alessandra Alaniz Macedo (SE&R@PROPOR, 2022)

An accurate real-time method to detect the smile facial expression. - Leandro Persona; Fernando Meloni; Alessandra Alaniz Macedo (WebMedia, 2023)

A Lightweight Method for Recognition of Emotions through Facial Geometry with Normalized Landmarks. - Leandro Persona; Fernando Meloni; Alessandra Alaniz Macedo (J. Braz. Comput. Soc., 2025)