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ORCIDÓscar Escudero-Arnanz
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2020 – today
- 2024
[c2]Óscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques:
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data. CBMS 2024: 112-119- [i3]Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Joaquín Álvarez-Rodríguez, Antonio G. Marques:
Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients. CoRR abs/2407.17165 (2024) - [i2]Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Antonio G. Marques:
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data. CoRR abs/2411.01070 (2024) - 2023
- [j1]Óscar Escudero-Arnanz
, Antonio G. Marques, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Gregorio Robles:
dtwParallel: A Python package to efficiently compute dynamic time warping between time series. SoftwareX 22: 101364 (2023) - 2021
- [i1]Óscar Escudero-Arnanz, Joaquín Álvarez-Rodríguez, Karl Øyvind Mikalsen, Robert Jenssen, Cristina Soguero-Ruíz:
On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit. CoRR abs/2107.10398 (2021) - 2020
- [c1]Óscar Escudero-Arnanz, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit. AAI4H@ECAI 2020: 54-59
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