Javier Viaña
Orcid: 0000-0002-0563-784X
According to our database1,
Javier Viaña
authored at least 19 papers
between 2019 and 2024.
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Bibliography
2024
Front-propagation Algorithm: Explainable AI Technique for Extracting Linear Function Approximations from Neural Networks.
CoRR, 2024
cecilia: A Machine Learning-Based Pipeline for Measuring Metal Abundances of Helium-rich Polluted White Dwarfs.
CoRR, 2024
2023
Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows.
CoRR, 2023
Proceedings of the Fuzzy Information Processing 2023, 2023
Proceedings of the Fuzzy Information Processing 2023, 2023
Extension to Multidimensional Problems of a Fuzzy-Based Explainable and Noise-Resilient Algorithm.
Proceedings of the Decision Making Under Uncertainty and Constraints - A Why-Book, 2023
2022
Initialization and Plasticity of CEFYDRA: Cluster-first Explainable FuzzY-based Deep self-Reorganizing Algorithm.
Proceedings of the Applications of Fuzzy Techniques, 2022
Multiple Hidden Layered CEFYDRA: Cluster-First Explainable Fuzzy-Based Deep Self-reorganizing Algorithm.
Proceedings of the Applications of Fuzzy Techniques, 2022
Single Hidden Layer CEFYDRA: Cluster-first Explainable FuzzY-based Deep self-Reorganizing Algorithm.
Proceedings of the Applications of Fuzzy Techniques, 2022
Proceedings of the Applications of Fuzzy Techniques, 2022
Proceedings of the Applications of Fuzzy Techniques, 2022
2021
Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021
Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021
Predicting Diabetes Diagnosis with Binary-To-Fuzzy Extrapolations and Weights Tuned via Genetic Algorithm.
Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021
2020
Fast Training Algorithm for Genetic Fuzzy Controllers and Application to an Inverted Pendulum with Free Cart.
Proceedings of the Fuzzy Information Processing 2020, 2020
ExTree - Explainable Genetic Feature Coupling Tree Using Fuzzy Mapping for Dimensionality Reduction with Application to NACA 0012 Airfoils Self-Noise Data Set.
Proceedings of the Fuzzy Information Processing 2020, 2020
2019
Fault Tolerance Tool for Human and Machine Interaction & Application to Civilian Aircraft.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019