Afonso Lourenço

According to our database, Afonso Lourenço authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Online hierarchical partitioning of the output space in extreme multi-label data stream.

Lara Neves, Afonso Lourenço, Alberto Cano, Goreti Marreiros

CoRR, July, 2025

Continual learning for rotating machinery fault diagnosis with cross-domain environmental and operational variations.

Diogo Risca, Afonso Lourenço, Goreti Marreiros

CoRR, April, 2025

Boosting-inspired online learning with transfer for railway maintenance.

Diogo Risca, Afonso Lourenço, Goreti Marreiros

CoRR, April, 2025

On-device edge learning for IoT data streams: a survey.

Afonso Lourenço, João Rodrigo, João Gama, Goreti Marreiros

CoRR, February, 2025

In-context learning of evolving data streams with tabular foundational models.

Afonso Lourenço, João Gama, Eric P. Xing, Goreti Marreiros

CoRR, February, 2025

DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices.

Afonso Lourenço, João Rodrigo, João Gama, Goreti Marreiros

CoRR, February, 2025

2024

Time series data mining for railway wheel and track monitoring: a survey.

Afonso Lourenço, Diogo Ribeiro, Marta Fernandes, Goreti Marreiros

Neural Comput. Appl., September, 2024

2023

Online adaptive learning for out-of-round railway wheels detection.

Afonso Lourenço, Jorge Meira, Goreti Marreiros

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Automated green machine learning for condition-based maintenance.

Afonso Lourenço, Carolina Ferraz, Jorge Meira, Goreti Marreiros, Verónica Bolón-Canedo, Amparo Alonso-Betanzos

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions.

Afonso Lourenço, Marta Fernandes, Alda Canito, Ana de Almeida, Goreti Marreiros

Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022

Using simulation to evaluate a concept drift detector for condition based maintenance.

Afonso Lourenço, Marta Fernandes, Goreti Marreiros, Juan Manuel Corchado

Proceedings of the IECON 2022, 2022