Belén Vega-Márquez

According to our database, Belén Vega-Márquez authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A flexible framework for sepsis prediction: Standardizing data management and imputation in time series using MIMIC-III.

Javier Solís-García, Jose E. Sánchez-López, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro

SoftwareX, 2025

CoSTI: Consistency models for (a faster) spatio-temporal imputation.

Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro

Knowl. Based Syst., 2025

2024

A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models.

Belén Vega-Márquez, Javier Solís-García, Isabel A. Nepomuceno-Chamorro, Cristina Rubio-Escudero

Log. J. IGPL, 2024

TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models.

Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro

CoRR, 2024

Time Series Analysis of Iraq's Energy Sector: Production, Consumption, and Trends.

José Delgado, Morteza Aldarraji, Belén Vega-Márquez, Beatriz Pontes

Proceedings of the 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024, 2024

2023

Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study.

Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, José Cristóbal Riquelme Santos, Isabel A. Nepomuceno-Chamorro

Appl. Intell., December, 2023

Forecasting Greenhouse Temperature Using Machine Learning Models: Optimizing Crop Production in Andalucia.

Belén Vega-Márquez, Juan Pardo-Martínez, María del Mar Villegas-Oliva, José C. Riquelme

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks.

Halal Abdulrahman Ahmed, Juan A. Nepomuceno, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Association Rule Analysis of Student Satisfaction Surveys for Teaching Quality Evaluation.

Manuel Jesús Jiménez-Navarro, Belén Vega-Márquez, José María Luna-Romera, Manuel Carranza-García, María Martínez-Ballesteros

Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

2022

Generation of Synthetic Data with Conditional Generative Adversarial Networks.

Belén Vega-Márquez, Cristina Rubio-Escudero, Isabel A. Nepomuceno-Chamorro

Log. J. IGPL, 2022

2021

OCEAn: Ordinal classification with an ensemble approach.

Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro, Cristina Rubio-Escudero, José C. Riquelme

Inf. Sci., 2021

An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting.

Belén Vega-Márquez, Javier Solís-García, Isabel A. Nepomuceno-Chamorro, Cristina Rubio-Escudero

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

2020

Using prior knowledge in the inference of gene association networks.

Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, José Luis Galván-Rojas, Belén Vega-Márquez, Cristina Rubio-Escudero

Appl. Intell., 2020

2019

Creation of Synthetic Data with Conditional Generative Adversarial Networks.

Belén Vega-Márquez, Cristina Rubio-Escudero, José C. Riquelme, Isabel A. Nepomuceno-Chamorro

Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Convolutional Neural Networks for Olive Oil Classification.

Belén Vega-Márquez, Andrea Carminati, Natividad Jurado-Campos, Andrés Martín-Gómez, Lourdes Arce-Jiménez, Cristina Rubio-Escudero, Isabel A. Nepomuceno-Chamorro

Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019