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Author

Afonso Lourenço

Observed names: Afonso Lourenco, Lourenço, Afonso, Lourenço, Afonso Pinho
ORCID: 0000-0002-3465-3419
Observed ORCID: 0000-0002-3465-3419
OpenAlex ID: A5065243676
Adaptive time series representation for out-of-round railway wheels fault diagnosis in wayside monitoring
2023 · Afonso Lourenço, Carolina Ferraz, et al. · Engineering Failure Analysis · 30
Time series data mining for railway wheel and track monitoring: a survey
2024 · Afonso Lourenço, Diogo Ribeiro, et al. · Neural Computing and Applications · 23
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Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions
2022 · Afonso Lourenço, Marta Fernandes, et al. · Communications in computer and information science · 8
Automated green machine learning for condition-based maintenance
2023 · Afonso Lourenco, Carolina Ferraz, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 7
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Online adaptive learning for out-of-round railway wheels detection
2023 · Afonso Lourenço, Jorge Meira, et al. · ACM Symposium on Applied Computing · 5
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Using simulation to evaluate a concept drift detector for condition based maintenance
2022 · Afonso Lourenco, Marta Fernandes, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 5
Imputation of Industrial Streaming Data Using Arima Models and Kalman Filter
2024 · Marta Fernandes, Afonso Lourenço, et al. · SSRN Electronic Journal · 2
In-context Learning of Evolving Data Streams with Tabular Foundational Models
2026 · Afonso Lourenço, João Gama, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 1
DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
2026 · Afonso Lourenço, João Rodrigo, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1
Online Hierarchical Partitioning of the Output Space in Extreme Multi-Label Data Streams
2025 · Lara Neves, Afonso Lourenço, et al. · Frontiers in artificial intelligence and applications · 1
Continual learning for rotating machinery fault diagnosis with cross-domain environmental and operational variations
2025 · Risca, Diogo, Lourenço, Afonso, et al. · arXiv (Cornell University) · 1
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DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
2025 · Lourenço, Afonso, Rodrigo, João, et al. · arXiv (Cornell University) · 1
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Rethinking Tabular Foundation Models On Data Streams
2026 · Verma, Nilesh, Nowak-Assis, Daniel, et al. · arXiv (Cornell University)
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Collaborative Streaming Anomaly Detection with Interactive Explanations and Ensemble Consensus
2026 · Risca, Diogo, Lourenço, Afonso, et al. · arXiv (Cornell University)
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Streaming Hierarchical Inference with Tabular Foundation Models
2026 · Crista, Vitor, Lourenço, Afonso, et al. · arXiv (Cornell University)
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Pitfalls of Unlabeled Disagreement-Based Drift Detection in Streaming Tree Ensembles
2026 · Neves, Lara Sá, Lourenço, Afonso, et al. · arXiv (Cornell University)
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Explainable Anomaly Detection for Industrial IoT Data Streams
2026 · Ana Rita Paupério, Diogo Risca, et al. · ACM Symposium on Applied Computing
iHOMER+: Incremental multi-view output-specialization for streaming multi-label learning
2026 · Afonso Lourenço, Lara Neves, et al. · Information Fusion
Axle Sensor Fusion for Online Continual Wheel Fault Detection in Wayside Railway Monitoring
2026 · Lourenço, Afonso, Osório, Francisca, et al. · arXiv (Cornell University)
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Boosting-inspired online learning with transfer for railway maintenance
2025 · Risca, Diogo, Lourenço, Afonso, et al. · arXiv (Cornell University)
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On-device edge learning for IoT data streams: a survey
2025 · Lourenço, Afonso, Rodrigo, João, et al. · arXiv (Cornell University)
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Works count: 22
Citation count: 85
H-index: 5
I10-index: 2
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