Mafalda Malafaia

Orcid: 0000-0002-8081-0454

According to our database¹, Mafalda Malafaia authored at least 8 papers between 2021 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of five.

Timeline

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On csauthors.net:

Bibliography

2025

Automated and Interpretable Survival Analysis from Multimodal Data.

[BibT_eX]

[DOI]

CoRR, September, 2025

A Step towards Interpretable Multimodal AI Models with MultiFIX.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

MYCN-Amplified Neuroblastoma Detection Radiomics Vs. Trainable Features.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Bioinformatics and Bioengineering, 2025

2024

MultiFIX: An XAI-friendly feature inducing approach to building models from multimodal data.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

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

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., June, 2023

2022

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

[BibT_eX]

[DOI]

IEEE Access, 2022

2021

Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer.

[BibT_eX]

[DOI]

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

Mafalda Malafaia

Timeline

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On csauthors.net:

Bibliography

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