Characterization of long-lived and non-long lived profiles through biclustering. - Marta D. M. Noronha; Marcos W. Rodrigues; Caio Eduardo Ribeiro; Cristiane Neri Nobre; Mark A. J. Song; Luis E. Zárate (SAC, 2020)

Interpreting the Human Longevity Profile Through Triadic Rules - A Case Study Based on the ELSA-UK Longitudinal Study. - Marta D. M. Noronha; Cristiane Neri Nobre; Mark A. J. Song; Luis E. Zárate (MedInfo, 2021)

Impact of metrics on biclustering solution and quality: A review. - Marta D. M. Noronha; Rui Henriques; Sara C. Madeira; Luis E. Zárate (Pattern Recognit., 2022)

Identifying longevity profiles from longitudinal data through factor analysis and biclustering. - Marta D. M. Noronha; Luis E. Zárate (Intell. Data Anal., 2024)

Understanding Stroke Risk Profiles in Middle-Aged Adults: A Genetic Algorithm-Based Feature Selection Aproach. - Ligia Ferreira de Carvalho Gonçalves; Caio Davi Rabelo Fiorini; Daniel Rocha Franca; Marta Dias Moreira Noronha; Mark Alan Junho Song; Luis Enrique Zárate Gálvez (BIOSTEC (2): HEALTHINF, 2025)

A Knowledge Discovery Pipeline to Describe the High Cholesterol Profile in Young People Using GA for Feature Selection. - Daniel Rocha Franca; Caio Davi Rabelo Fiorini; Ligia Ferreira de Carvalho Gonçalves; Marta Dias Moreira Noronha; Mark Alan Junho Song; Luis Enrique Zárate Gálvez (ICEIS (1), 2025)