Articles with public access mandates - Pedro Henriques AbreuLearn more
Not available anywhere: 1
Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations
JP Amorim, PH Abreu, J Santos, M Cortes, V Vila
Information Processing & Management 60 (2), 103225, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Available somewhere: 28
Generating synthetic missing data: A review by missing mechanism
MS Santos, RC Pereira, AF Costa, JP Soares, J Santos, PH Abreu
IEEE Access 7, 11651-11667, 2019
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
M Graziani, L Dutkiewicz, D Calvaresi, JP Amorim, K Yordanova, M Vered, ...
Artificial intelligence review 56 (4), 3473-3504, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, European Commission
Reviewing autoencoders for missing data imputation: Technical trends, applications and outcomes
RC Pereira, MS Santos, PP Rodrigues, PH Abreu
Journal of Artificial Intelligence Research 69, 1255-1285, 2020
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
On the joint-effect of class imbalance and overlap: a critical review
MS Santos, PH Abreu, N Japkowicz, A Fernández, C Soares, S Wilk, ...
Artificial Intelligence Review 55 (8), 6207-6275, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, Government of Spain
An inverted ant colony optimization approach to traffic
JC Dias, P Machado, DC Silva, PH Abreu
Engineering Applications of Artificial Intelligence 36, 122-133, 2014
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Denial of service attacks: Detecting the frailties of machine learning algorithms in the classification process
I Frazão, PH Abreu, T Cruz, H Araújo, P Simões
Critical Information Infrastructures Security: 13th International Conference …, 2019
Mandates: European Commission
A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research
MS Santos, PH Abreu, N Japkowicz, A Fernández, J Santos
Information Fusion 89, 228-253, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, Government of Spain
How distance metrics influence missing data imputation with k-nearest neighbours
MS Santos, PH Abreu, S Wilk, J Santos
Pattern Recognition Letters 136, 111-119, 2020
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Analyzing the footprint of classifiers in adversarial denial of service contexts
N Martins, JM Cruz, T Cruz, PH Abreu
Progress in Artificial Intelligence: 19th EPIA Conference on Artificial …, 2019
Mandates: European Commission
Development of a flexible language for mission description for multi-robot missions
DC Silva, PH Abreu, LP Reis, E Oliveira
Information Sciences 288, 27-44, 2014
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Partial multiple imputation with variational autoencoders: tackling not at randomness in healthcare data
RC Pereira, PH Abreu, PP Rodrigues
IEEE Journal of Biomedical and Health Informatics 26 (8), 4218-4227, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Fawos: Fairness-aware oversampling algorithm based on distributions of sensitive attributes
T Salazar, MS Santos, H Araújo, PH Abreu
IEEE Access 9, 81370-81379, 2021
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Interpreting Deep Machine Learning Models: An Easy Guide for Oncologists
J Pereira Amorim, PH Abreu, A Fernandez, M Reyes, J Santos, MH Abreu
IEEE Reviews in Biomedical Engineering, 2021
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Improving a simulated soccer team's performance through a Memory-Based Collaborative Filtering approach
PH Abreu, DC Silva, F Almeida, J Mendes-Moreira
Applied Soft Computing 23, 180-193, 2014
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Fair-fate: Fair federated learning with momentum
T Salazar, M Fernandes, H Araújo, PH Abreu
International Conference on Computational Science, 524-538, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
The impact of heterogeneous distance functions on missing data imputation and classification performance
MS Santos, PH Abreu, A Fernández, J Luengo, J Santos
Engineering Applications of Artificial Intelligence 111, 104791, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, Government of Spain
Bone Metastases Detection in Patients with Breast Cancer: Does Bone Scintigraphy Add Information to PET/CT?
J Cristo Santos, M Henriques Abreu, M Seoane Santos, H Duarte, ...
The Oncologist 28 (8), e600-e605, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Vae-bridge: Variational autoencoder filter for bayesian ridge imputation of missing data
RC Pereira, PH Abreu, PP Rodrigues
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Interpretability vs. complexity: The friction in deep neural networks
JP Amorim, PH Abreu, M Reyes, J Santos
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
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