María Pazo

Multivariate functional data analysis and machine learning methods for anomaly detection in water quality sensor data

2025 · Environmental Modelling & Software

Reliable anomaly detection is crucial for water resources management, but the complexity of environmental sensor data presents challenges, especially with limited labeled data in water quality analysis. Functional data has experienced significant growth in anomaly …