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David Fernández Narro

Polytechnic University of Valencia

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Characterizing Temporal Dataset Shifts Explains Ai Performance Changes Over Time: An Evaluation Using the Mimic-Iv Dataset

Number of pages: 14 Posted: 02 Apr 2024
David Fernández Narro, Pablo Ferri, Alba Gutiérrez-Sacristán, Juan M. García-Gómez and Carlos Sáez
Polytechnic University of Valencia, Polytechnic University of Valencia, Harvard University - Department of Biomedical Informatics, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 64 (942,565)

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Artificial Intelligence (AI), Temporal Variability, Data Quality, machine learning

2.

Unsupervised Characterization of Temporal Dataset Shifts as Early Indicator of AI Performance Variations

Number of pages: 19 Posted: 03 Apr 2025
David Fernández Narro, Pablo Ferri, Alba Gutiérrez-Sacristán, Juan M. García-Gómez and Carlos Sáez
Polytechnic University of Valencia, Polytechnic University of Valencia, Harvard University - Department of Biomedical Informatics, Polytechnic University of Valencia and Universidad Politécnica de Valencia
Downloads 34 (1,277,121)

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Artificial Intelligence (AI), Temporal Variability, Data Quality, Machine Learning