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TITLE: An Explainable Machine Learning Framework for Railway Predictive Maintenance using Data Streams from the Metro Operator of Portugal
AUTHORS: Silvia García Méndez; Francisco de Arriba Pérez; Fátima Leal; Bruno Veloso ; Benedita Malheiro ; Juan C Burguillo Rial;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.05388
INDEXED IN: DBLP
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TITLE: An explainable machine learning framework for railway predictive maintenance using data streams from the metro operator of Portugal  Full Text
AUTHORS: Garcia Mendez, Silvia; de Arriba Perez, Francisco; Leal, Fatima; Veloso, Bruno ; Malheiro, Benedita ; Burguillo Rial, Juan Carlos;
PUBLISHED: 2025, SOURCE: SCIENTIFIC REPORTS, VOLUME: 15, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 1 Unpaywall
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TITLE: Early Failure Detection for Air Production Unit in Metro Trains
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857
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TITLE: Efficient Instance Selection in Tree-Based Models for Data Streams Classification
AUTHORS: Paim, Aldo Marcelo; Gama, Joao ; Veloso, Bruno ; Enembreck, Fabricio; Ribeiro, Rita P. ;
PUBLISHED: 2025, SOURCE: 40th Symposium on Applied Computing-SAC in 40TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Informed Data Selection Strategies for Few-Shot Learning on Imbalanced Data  Full Text
AUTHORS: Alcoforado, Alexandre; Ferraz, Thomas Palmeira; Okamura, Lucas Hideki Takeuchi; Veloso, Bruno Miguel; Costa, Anna Helena Reali; Fama, Israel Campos ; Bueno, Barbara Dias;
PUBLISHED: 2025, SOURCE: LINGUAMATICA, VOLUME: 17, ISSUE: 1
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TITLE: Interpretable Predictive Maintenance: Combining Anomaly Detection with Quantitative Root Cause Analysis
AUTHORS: Inês Barbosa; João Gama; Bruno Veloso ;
PUBLISHED: 2025, SOURCE: Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part II, VOLUME: 16122
INDEXED IN: DBLP
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TITLE: Interpretable Rules for Online Failure Prediction: A Case Study on the Metro do Porto dataset
AUTHORS: Matthias Jakobs; Bruno Veloso ; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07394
INDEXED IN: DBLP
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TITLE: Modeling events and interactions through temporal processes: A survey  Full Text
AUTHORS: Liguori, Angelica; Caroprese, Luciano; Minici, Marco; Veloso, Bruno ; Spinnato, Francesco; Nanni, Mirco; Manco, Giuseppe; Gama, Joao ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 653
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TITLE: Modelling Concept Drift in Dynamic Data Streams for Recommender Systems
AUTHORS: Luciano Caroprese; Francesco Sergio Pisani; Bruno Miguel Veloso ; Matthias König; Giuseppe Manco; Holger H Hoos; João Gama ;
PUBLISHED: 2025, SOURCE: Trans. Recomm. Syst., VOLUME: 3, ISSUE: 2
INDEXED IN: DBLP CrossRef: 2 Unpaywall
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TITLE: Prioritisation of Studies In Sustainable Urban Mobility Via Fuzzy-Topsis: A Methodological Approach For Systematic Reviews  Full Text
AUTHORS: Arianna Teixeira Pereira; Janielle Da Silva Lago; Yvelyne Bianca Iunes Santos; Bruno Miguel Delindro Veloso ; Norma Ely Santos Beltrão;
PUBLISHED: 2025, SOURCE: Revista de Gestão Social e Ambiental, VOLUME: 19, ISSUE: 3
INDEXED IN: CrossRef: 2 Unpaywall
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