Afonso Lourenço

18 papers A* 1A 1B 1C 1Misc 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Axle Sensor Fusion for Online Continual Wheel Fault Detection in Wayside Railway Monitoring.
CoRR
Afonso Lourenço, Francisca Osório, Diogo Risca, Goreti Marreiros
2026 A* conf
DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices.
AAAI
Afonso Lourenço, João Rodrigo, João Gama, Goreti Marreiros
2026 — conf
In-context Learning of Evolving Data Streams with Tabular Foundational Models.
KDD (1)
Afonso Lourenço, João Gama, Eric P. Xing, Goreti Marreiros
2026 J jnl
iHOMER+: Incremental multi-view output-specialization for streaming multi-label learning.
Inf. Fusion
Afonso Lourenço, Lara Neves, Alberto Cano, Goreti Marreiros
2025 J jnl
Boosting-inspired online learning with transfer for railway maintenance.
CoRR
Diogo Risca, Afonso Lourenço, Goreti Marreiros
2025 J jnl
Bridging Streaming Continual Learning via In-Context Large Tabular Models.
CoRR
Afonso Lourenço, João Gama, Eric P. Xing, Goreti Marreiros
2025 J jnl
Continual learning for rotating machinery fault diagnosis with cross-domain environmental and operational variations.
CoRR
Diogo Risca, Afonso Lourenço, Goreti Marreiros
2025 J jnl
DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices.
CoRR
Afonso Lourenço, João Rodrigo, João Gama, Goreti Marreiros
2025 J jnl
Explainable Anomaly Detection for Industrial IoT Data Streams.
CoRR
Ana Rita Paupério, Diogo Risca, Afonso Lourenço, Goreti Marreiros, Ricardo Martins
2025 J jnl
In-context learning of evolving data streams with tabular foundational models.
CoRR
Afonso Lourenço, João Gama, Eric P. Xing, Goreti Marreiros
2025 J jnl
On-device edge learning for IoT data streams: a survey.
CoRR
Afonso Lourenço, João Rodrigo, João Gama, Goreti Marreiros
2025 A conf
Online Hierarchical Partitioning of the Output Space in Extreme Multi-Label Data Streams.
ECAI
Lara Neves, Afonso Lourenço, Alberto Cano, Goreti Marreiros
2025 J jnl
Online hierarchical partitioning of the output space in extreme multi-label data stream.
CoRR
Lara Neves, Afonso Lourenço, Alberto Cano, Goreti Marreiros
2024 J jnl
Time series data mining for railway wheel and track monitoring: a survey.
Neural Comput. Appl.
Afonso Lourenço, Diogo Ribeiro, Marta Fernandes, Goreti Marreiros
2023 B conf
Automated green machine learning for condition-based maintenance.
ESANN
Afonso Lourenço, Carolina Ferraz, Jorge Meira, Goreti Marreiros, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
2023 Misc conf
Online adaptive learning for out-of-round railway wheels detection.
SAC
Afonso Lourenço, Jorge Meira, Goreti Marreiros
2022 — conf
Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions.
PAAMS (Workshops)
Afonso Lourenço, Marta Fernandes, Alda Canito, Ana de Almeida, Goreti Marreiros
2022 C conf
Using simulation to evaluate a concept drift detector for condition based maintenance.
IECON
Afonso Lourenço, Marta Fernandes, Goreti Marreiros, Juan Manuel Corchado