Guilherme Palumbo

Guilherme Palumbo

Fellowship Researcher

Publications

Publication
Type
Year
Publication
Palumbo, G.; Carneiro, D.; Alves, V.. Objective metrics for ethical AI: a systematic literature review. International Journal of Data Science and Analytics. 2024.
Type
Journal Article
Year
2024
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Publication
Guimarães, M.; Carneiro, D.; Palumbo, G.; Oliveira, F.; Oliveira, Ó.; Alves, V.; Novais, P.. Predicting Model Training Time to Optimize Distributed Machine Learning Applications. Electronics Switzerland. 2023.
Type
Journal Article
Year
2023
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Publication
Guilherme Palumbo; Davide Carneiro; Miguel Guimares; Victor Alves; Paulo Novais. Algorithm Recommendation and Performance Prediction Using Meta-Learning. International Journal of Neural Systems. 2023.
Type
Journal Article
Year
2023
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Publication
Palumbo, Guilherme; Guimarães, Miguel; Carneiro, Davide; Novais, Paulo; Alves, Victor. Real-Time Algorithm Recommendation Using Meta-Learning. Ambient Intelligence—Software and Applications—13th International Symposium on Ambient Intelligence. 2023.
Type
Book Chapter
Year
2023
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Publication
Guilherme Palumbo; Davide Carneiro; Victor Alves. Observability: Towards Ethical Artificial Intelligence. 2023.
Type
Book Chapter
Year
2023
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Publication
Carneiro, D.; Sousa, M.; Palumbo, G.; Guimarães, M.; Carvalho, M.; Novais, P.. Continuously Learning from User Feedback. Lecture Notes in Networks and Systems. 2022.
Type
Conference Paper
Year
2022
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Publication
Palumbo, Guilherme Fraga. Monitoring and optimization of an autonomous learning system. 2022.
Type
Dissertation Thesis
Year
2022
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Publication
Carneiro, D.; Veloso, P.; Ventura, A.; Palumbo, G.; Costa, J.. Network Analysis for Fraud Detection in Portuguese Public Procurement. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics. 2020.
Type
Conference Paper
Year
2020
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Showing 1 - 8 of 8 publications
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