Mafalda Malafaia

According to our database, Mafalda Malafaia authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Improving the efficiency of GP-GOMEA for higher-arity operators.

Thalea Schlender, Mafalda Malafaia, Tanja Alderliesten, Peter A. N. Bosman

CoRR, 2024

2023

MagNeed - Needle-Shaped Electromagnets for Localized Actuation Within Compact Workspaces.

Juan J. Huaroto, Michiel Richter, Mafalda Malafaia, Jayoung Kim, Chang-Sei Kim, Jong-Oh Park, Jakub Sikorski, Sarthak Misra

IEEE Robotics Autom. Lett., June, 2023

2022

Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods.

Mafalda Malafaia, Francisco Silva, Inês Neves, Tânia Pereira, Hélder P. Oliveira

IEEE Access, 2022

2021

Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer.

Mafalda Malafaia, Tânia Pereira, Francisco Silva, Joana Morgado, António Cunha, Hélder P. Oliveira

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021