Javier Viaña

According to our database, Javier Viaña authored at least 18 papers between 2019 and 2024.

Collaborative distances:

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

2024

cecilia: A Machine Learning-Based Pipeline for Measuring Metal Abundances of Helium-rich Polluted White Dwarfs.

Mariona Badenas-Agusti, Javier Viaña, Andrew Vanderburg, Simon Blouin, Patrick Dufour, Siyi Xu, Siyi Sha

CoRR, 2024

2023

Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows.

Mayeul Aubin, Carolina Cuesta-Lázaro, Ethan Tregidga, Javier Viaña, Cecilia Garraffo, Iouli E. Gordon, Mercedes López-Morales, Robert J. Hargreaves, Vladimir Yu. Makhnev, Jeremy J. Drake, Douglas P. Finkbeiner, Phillip Cargile

CoRR, 2023

Forcing the Network to Use Human Explanations in Its Inference Process.

Javier Viaña, Andrew Vanderburg

Proceedings of the Fuzzy Information Processing 2023, 2023

Review of a Fuzzy Logic Based Airport Passenger Flow Prediction System.

Javier Viaña, Kelly Cohen, Stephen Saunders, Naashom Marx, Brian Cobb, Hannah Meredith, Madison Bourbon

Proceedings of the Fuzzy Information Processing 2023, 2023

Extension to Multidimensional Problems of a Fuzzy-Based Explainable and Noise-Resilient Algorithm.

Javier Viaña, Stephan Ralescu, Kelly Cohen, Anca L. Ralescu, Vladik Kreinovich

Proceedings of the Decision Making Under Uncertainty and Constraints - A Why-Book, 2023

2022

Why Cauchy Membership Functions: Reliability.

Javier Viaña, Stephan Ralescu, Kelly Cohen, Vladik Kreinovich, Anca L. Ralescu

Adv. Artif. Intell. Mach. Learn., 2022

Initialization and Plasticity of CEFYDRA: Cluster-first Explainable FuzzY-based Deep self-Reorganizing Algorithm.

Javier Viaña, Stephan Ralescu, Vladik Kreinovich, Anca L. Ralescu, Kelly Cohen

Proceedings of the Applications of Fuzzy Techniques, 2022

Multiple Hidden Layered CEFYDRA: Cluster-First Explainable Fuzzy-Based Deep Self-reorganizing Algorithm.

Javier Viaña, Stephan Ralescu, Vladik Kreinovich, Anca L. Ralescu, Kelly Cohen

Proceedings of the Applications of Fuzzy Techniques, 2022

Single Hidden Layer CEFYDRA: Cluster-first Explainable FuzzY-based Deep self-Reorganizing Algorithm.

Javier Viaña, Stephan Ralescu, Vladik Kreinovich, Anca L. Ralescu, Kelly Cohen

Proceedings of the Applications of Fuzzy Techniques, 2022

Why Sine Membership Functions.

Sofia Holguin, Javier Viaña, Kelly Cohen, Anca L. Ralescu, Vladik Kreinovich

Proceedings of the Applications of Fuzzy Techniques, 2022

Genetic Fuzzy System for Pitch Control on a F-4 Phantom.

Baptiste Courcier, Samuel Richard-Desjardins, Christophe Farges, Franck Cazaurang, Lynn Pickering, Javier Viaña Perez, Kelly Cohen

Proceedings of the Applications of Fuzzy Techniques, 2022

2021

Why Cauchy Membership Functions: Efficiency.

Javier Viaña, Stephan Ralescu, Kelly Cohen, Vladik Kreinovich, Anca L. Ralescu

Adv. Artif. Intell. Mach. Learn., 2021

Evaluation Criteria for Noise Resilience in Regression Algorithms.

Javier Viaña, Kelly Cohen

Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021

Fuzzy-Based, Noise-Resilient, Explainable Algorithm for Regression.

Javier Viaña, Kelly Cohen

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.

Katherine L. O'Grady, Javier Viaña, Kelly Cohen

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.

Javier Viaña, Kelly Cohen

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.

Javier Viaña, Kelly Cohen

Proceedings of the Fuzzy Information Processing 2020, 2020

2019

Fault Tolerance Tool for Human and Machine Interaction & Application to Civilian Aircraft.

Javier Viaña, Kelly Cohen

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019