Alberto Barbado

According to our database, Alberto Barbado authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Towards Explainable Machine Learning for Anomaly Detection in Real-World Contexts.

Alberto Barbado

PhD thesis, 2023

2022

DISCO PAL: Diachronic Spanish sonnet corpus with psychological and affective labels.

Alberto Barbado, Víctor Fresno, Angeles Manjarrés Riesco, Salvador Ros

Lang. Resour. Evaluation, 2022

Rule extraction in unsupervised anomaly detection for model explainability: Application to OneClass SVM.

Alberto Barbado, Óscar Corcho, Richard Benjamins

Expert Syst. Appl., 2022

Interpretable machine learning models for predicting and explaining vehicle fuel consumption anomalies.

Alberto Barbado, Óscar Corcho

Eng. Appl. Artif. Intell., 2022

2021

Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach.

Alberto Barbado, María Dolores González, Débora Carrera

CoRR, 2021

Vehicle Fuel Optimization Under Real-World Driving Conditions: An Explainable Artificial Intelligence Approach.

Alberto Barbado, Óscar Corcho

CoRR, 2021

2020

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI.

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

Inf. Fusion, 2020

Anomaly detection in average fuel consumption with XAI techniques for dynamic generation of explanations.

Alberto Barbado

CoRR, 2020

2019

Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVM.

Alberto Barbado, Óscar Corcho

CoRR, 2019

Responsible AI by Design.

Richard Benjamins, Alberto Barbado, Daniel Sierra

CoRR, 2019