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
Simulation-Based Inference for Exoplanet Atmospheric Retrieval: Insights from Winning the Ariel Data Challenge 2023 Using Normalizing Flows.
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Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023
Forcing the Network to Use Human Explanations in Its Inference Process.
Proceedings of the Fuzzy Information Processing 2023, 2023
Review of a Fuzzy Logic Based Airport Passenger Flow Prediction System.
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
Why Cauchy Membership Functions: Reliability.
Adv. Artif. Intell. Mach. Learn., 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
Why Sine Membership Functions.
Proceedings of the Applications of Fuzzy Techniques, 2022
Genetic Fuzzy System for Pitch Control on a F-4 Phantom.
Proceedings of the Applications of Fuzzy Techniques, 2022
Why Cauchy Membership Functions: Efficiency.
Adv. Artif. Intell. Mach. Learn., 2021
Evaluation Criteria for Noise Resilience in Regression Algorithms.
Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021
Fuzzy-Based, Noise-Resilient, Explainable Algorithm for Regression.
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
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
Fault Tolerance Tool for Human and Machine Interaction & Application to Civilian Aircraft.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019