Publications

Publications by Bruno Miguel Veloso

2025

Interpretable Predictive Maintenance: Combining Anomaly Detection with Quantitative Root Cause Analysis

Authors
Barbosa, I; Gama, J; Veloso, B;

Publication
Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part II

Abstract

2025

An Explainable Machine Learning Framework for Railway Predictive Maintenance using Data Streams from the Metro Operator of Portugal

Authors
Méndez, SG; Arriba Pérez, Fd; Leal, F; Veloso, B; Malheiro, B; Burguillo Rial, JC;

Publication
CoRR

Abstract

2025

Fish swarm parameter self-tuning for data streams

Authors
Bruno Veloso; Hugo Amorim Neto; Fernando Buarque; João Gama;

Publication
Data Mining and Knowledge Discovery

Abstract

2025

Building of transformer-based RUL predictors supported by explainability techniques: application on real industrial datasets

Authors
Dintén, R; Zorrilla, M; Veloso, B; Gama, J;

Publication
Information Fusion

Abstract