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Alberto Barbado
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2020 – today
- 2022
- [j4]Alberto Barbado, Óscar Corcho:
Interpretable machine learning models for predicting and explaining vehicle fuel consumption anomalies. Eng. Appl. Artif. Intell. 115: 105222 (2022) - [j3]Alberto Barbado, Óscar Corcho, Richard Benjamins:
Rule extraction in unsupervised anomaly detection for model explainability: Application to OneClass SVM. Expert Syst. Appl. 189: 116100 (2022) - [j2]Alberto Barbado, Víctor Fresno, Angeles Manjarrés Riesco, Salvador Ros:
DISCO PAL: Diachronic Spanish sonnet corpus with psychological and affective labels. Lang. Resour. Evaluation 56(2): 501-542 (2022) - 2021
- [i7]Alberto Barbado, Óscar Corcho:
Vehicle Fuel Optimization Under Real-World Driving Conditions: An Explainable Artificial Intelligence Approach. CoRR abs/2107.06031 (2021) - [i6]Alberto Barbado, María Dolores González, Débora Carrera:
Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach. CoRR abs/2109.04152 (2021) - 2020
- [j1]Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-Lopez, Daniel Molina, Richard Benjamins, Raja Chatila, Francisco Herrera:
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Inf. Fusion 58: 82-115 (2020) - [i5]Alberto Barbado, Víctor Fresno, Angeles Manjarrés Riesco, Salvador Ros:
DISCO PAL: Diachronic Spanish Sonnet Corpus with Psychological and Affective Labels. CoRR abs/2007.04626 (2020) - [i4]Alberto Barbado:
Anomaly detection in average fuel consumption with XAI techniques for dynamic generation of explanations. CoRR abs/2010.16051 (2020)
2010 – 2019
- 2019
- [i3]Richard Benjamins, Alberto Barbado, Daniel Sierra:
Responsible AI by Design. CoRR abs/1909.12838 (2019) - [i2]Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-Lopez, Daniel Molina, Richard Benjamins, Raja Chatila, Francisco Herrera:
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI. CoRR abs/1910.10045 (2019) - [i1]Alberto Barbado, Óscar Corcho:
Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVM. CoRR abs/1911.09315 (2019)
Coauthor Index
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