Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer. - Mafalda Malafaia; Tânia Pereira 001; Francisco Silva 002; Joana Morgado; António Cunha; Hélder P. Oliveira (EMBC, 2021)

Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods. - Mafalda Malafaia; Francisco Silva 002; Inês Neves; Tânia Pereira 001; Hélder P. Oliveira (IEEE Access, 2022)

MagNeed - Needle-Shaped Electromagnets for Localized Actuation Within Compact Workspaces. - Juan J. Huaroto; Michiel Richter; Mafalda Malafaia; Jayoung Kim 001; Chang-Sei Kim; Jong-Oh Park; Jakub Sikorski; Sarthak Misra (IEEE Robotics Autom. Lett., 2023)

Improving the efficiency of GP-GOMEA for higher-arity operators. - Thalea Schlender; Mafalda Malafaia; Tanja Alderliesten; Peter A. N. Bosman (GECCO, 2024)

MultiFIX: An XAI-friendly feature inducing approach to building models from multimodal data. - Mafalda Malafaia; Thalea Schlender; Peter A. N. Bosman; Tanja Alderliesten (CoRR, 2024)

A Step towards Interpretable Multimodal AI Models with MultiFIX. - Mafalda Malafaia; Thalea Schlender; Tanja Alderliesten; Peter A. N. Bosman (CoRR, 2025)