Juan Carlos Fernández

Associate Professor

Universidad de Córdoba

Spain

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About

Juan Carlos Fernández is an Associate Professor at the University of Cordoba, located in Spain. His research areas include deep learning, soft computing, and machine learning techniques, with recent contributions focusing on ordinal classification, neural network optimization, and meteorological data integration. He has published articles addressing topics such as spatio-temporal reconstructions and the prediction of convective cloud formation using evolutionary algorithms.

Articles (8)

Year:

2025

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2024

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2024

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2023

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2021

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2021

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SPAIN

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Juan Carlos Fernández

Research Interests

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Articles (8)

dlordinal: A Python package for deep ordinal classification

Fusion of standard and ordinal dropout techniques to regularise deep models

A memetic dynamic coral reef optimisation algorithm for simultaneous training, design, and optimisation of artificial neural networks

An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction

Potenciando el perfil profesional Científico de Datos mediante dinámicas de competición

Building Suitable Datasets for Soft Computing and Machine Learning Techniques from Meteorological Data Integration: A Case Study for Predicting Significant Wave Height and Energy Flux

Prediction of convective clouds formation using evolutionary neural computation techniques

Using machine learning methods to determine a typology of patients with HIV-HCV infection to be treated with antivirals

Collaborators (6)

Víctor Manuel Vargas Yun

Pedro Antonio Gutiérrez

César Hervás-Martínez

Antonio Manuel Durán Rosal

David Guijo-Rubio

Antonio Manuel Gómez-Orellana

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