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Aitor Sánchez-Ferrera

University of the Basque Country

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

NeuCoReClass AD: Redefining Self-Supervised Time Series Anomaly Detection

Number of pages: 18 Posted: 24 Oct 2025
Aitor Sánchez-Ferrera, Usue Mori, Borja Calvo and Jose A. Lozano
University of the Basque Country, University of the Basque Country, University of the Basque Country and Basque Center for Applied Mathematics
Downloads 37 (1,236,159)

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Time series analysis, anomaly detection, self-supervised learning, contrastive learning, neural networks

2.

ProtoX-AD: Self-Explainable Time Series Anomaly Detection and Characterization

Number of pages: 31 Posted: 15 Jun 2026
Aitor Sánchez-Ferrera, Elisabeth Wetzer, Kristoffer Wickstrøm, Michael Kampffmeyer and Robert Jenssen
University of the Basque Country, affiliation not provided to SSRN, affiliation not provided to SSRN, UiT The Arctic University of Norway and UiT The Arctic University of Norway
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Time series anomaly detection, anomaly characterization, Self-supervised learning, Explainable AI, prototype learning.