Javier Viaña
University of Cincinnati
H-index: 5
North America-United States
Top articles of Javier Viaña
Identifying exoplanets with deep learning
AAS/Division for Extreme Solar Systems Abstracts
2024/4
Javier Viaña
H-Index: 1
cecilia: A Machine Learning-based pipeline for measuring metal abundances of Helium-rich polluted white dwarfs
Monthly Notices of the Royal Astronomical Society
2024/2/9
Explainable Algorithm to Predict Passenger Flow at Cincinnati/Northern Kentucky International Airport
Transportation Research Record
2024/2
Javier Viaña
H-Index: 1
Kelly Cohen
H-Index: 15
Detection and preliminary characterization of polluted white dwarfs from Gaia EDR3 and LAMOST
Monthly Notices of the Royal Astronomical Society
2024/1
Patrick Dufour
H-Index: 29
Javier Viaña
H-Index: 1
Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows
arXiv preprint arXiv:2309.09337
2023/9/17
A Neural Network based Search for Earth Analogs in Kepler Data
2023/6/19
Javier Viaña
H-Index: 1
Extension to Multidimensional Problems of a Fuzzy-Based Explainable and Noise-Resilient Algorithm
2023/1/4
Review of a Fuzzy Logic Based Airport Passenger Flow Prediction System
2023/5/31
Javier Viaña
H-Index: 1
Kelly Cohen
H-Index: 15
Forcing the Network to use Human Explanations in its Inference Process
2023
Javier Viaña
H-Index: 1
CEFYDRA: Cluster-first Explainable FuzzY-based Deep Reorganizing Algorithm
2022
Explainable fuzzy cluster-based regression algorithm with gradient descent learning
networks
2022
Fuzzy-based, noise-resilient, explainable algorithm for regression
2022
Javier Viaña
H-Index: 1
Kelly Cohen
H-Index: 15
Evaluation Criteria for Noise Resilience in Regression Algorithms
2022
Javier Viaña
H-Index: 1
Kelly Cohen
H-Index: 15
Fast training algorithm for genetic fuzzy controllers and application to an inverted pendulum with free cart
2022
Javier Viaña
H-Index: 1
Kelly Cohen
H-Index: 15
ExTree—Explainable genetic feature coupling tree using fuzzy mapping for dimensionality reduction with application to NACA 0012 airfoils self-noise data set
2022
Javier Viaña
H-Index: 1
Kelly Cohen
H-Index: 15
Localized learning: a possible alternative to current deep learning techniques
2022/10/1
Initialization and plasticity of CEFYDRA: cluster-first explainable FuzzY-based deep self-reorganizing algorithm
2022/5/31
Single hidden layer CEFYDRA: cluster-first explainable FuzzY-based deep self-reorganizing algorithm
2022/5/31
Multiple hidden layered CEFYDRA: cluster-first explainable FuzzY-based deep self-reorganizing algorithm
2022/5/31
