Experimental Evaluation of Topic Modeling Methods for Categorizing Irregularities in Health-related news. - Alysson Guimarães; Methanias Colaço Júnior; Samuel Santana de Almeida; Raphael Silva Fontes (PROPOR (1), 2026)

A Generic Extractive Multi-document Text Summarization Method Using Memetic Algorithm and Combinatorial Optimization. - Alysson Guimarães; Methanias Colaço Júnior (SBSI, 2026)

Experimental Evaluation of Machine Learning Algorithms for Classifying Health-Related News with Indications of Irregularity. - Alysson Guimarães; Methanias Colaço Júnior; Samuel Santana de Almeida; Raphael Silva Fontes; Helder Prado (SBSI, 2026)

SUS audit aided by natural language processing: A comparative evaluation of BERT models in the analysis of health news. - Samuel Santana de Almeida; Raphael Silva Fontes; Methanias Colaço; Gleyson José Pinheiro Caldeira Silva; Alysson Guimarães; Ricardo Alexsandro de Medeiros Valentim; João Paulo Queiroz dos Santos; Aliete Cunha Oliveira; Hugo Gonçalo Oliveira; Guilherme Medeiros Machado; Antonio Higor Freire de Morais; Lyane Ramalho Cortez; et al. (Array, 2026)

Small language models applied in text summarization task of health-related news to improve public health audit: an experimental case study. - Alysson Guimarães; Methanias Colaço Júnior; Samuel Santana de Almeida; Gabriel Ferreira Araújo; Raphael Silva Fontes; Helder Prado; Luca Pareja C. F. Alves; Natan Matos; Ricardo Alexsandro de Medeiros Valentim; João Paulo Queiroz dos Santos (Frontiers Artif. Intell., 2026)