Belén Vega-Márquez

18 papers Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Optimizing power and performance in time series forecasting: A feature selection approach for green computing.
Sustain. Comput. Informatics Syst.
Francisco Javier Galán-Sales, M. J. Jiménez-Navarro, Belén Vega-Márquez, José María Luna-Romera
2025 J jnl
A flexible framework for sepsis prediction: Standardizing data management and imputation in time series using MIMIC-III.
SoftwareX
Javier Solís-García, Jose E. Sánchez-López, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro
2025 J jnl
CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation.
CoRR
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro
2025 J jnl
CoSTI: Consistency models for (a faster) spatio-temporal imputation.
Knowl. Based Syst.
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro
2025 J jnl
Synthetic Data Generation for Healthcare: Exploring Generative Adversarial Networks Variants for Medical Tabular Data.
Int. J. Data Sci. Anal.
Halal Abdulrahman Ahmed, Juan A. Nepomuceno, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro
2024 J jnl
A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models.
Log. J. IGPL
Belén Vega-Márquez, Javier Solís-García, Isabel A. Nepomuceno-Chamorro, Cristina Rubio-Escudero
2024 J jnl
TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models.
CoRR
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro
2024 — conf
Time Series Analysis of Iraq's Energy Sector: Production, Consumption, and Trends.
SOCO (1)
José Delgado, Morteza Aldarraji, Belén Vega-Márquez, Beatriz Pontes
2023 — conf
Association Rule Analysis of Student Satisfaction Surveys for Teaching Quality Evaluation.
CISIS-ICEUTE
Manuel Jesús Jiménez-Navarro, Belén Vega-Márquez, José María Luna-Romera, Manuel Carranza-García, María Martínez-Ballesteros
2023 J jnl
Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study.
Appl. Intell.
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, José Cristóbal Riquelme Santos, Isabel A. Nepomuceno-Chamorro
2023 — conf
Forecasting Greenhouse Temperature Using Machine Learning Models: Optimizing Crop Production in Andalucia.
SOCO (1)
Belén Vega-Márquez, Juan Pardo-Martínez, María del Mar Villegas-Oliva, José C. Riquelme
2023 — conf
Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks.
SOCO (2)
Halal Abdulrahman Ahmed, Juan A. Nepomuceno, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro
2022 J jnl
Generation of Synthetic Data with Conditional Generative Adversarial Networks.
Log. J. IGPL
Belén Vega-Márquez, Cristina Rubio-Escudero, Isabel A. Nepomuceno-Chamorro
2021 — conf
An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting.
SOCO
Belén Vega-Márquez, Javier Solís-García, Isabel A. Nepomuceno-Chamorro, Cristina Rubio-Escudero
2021 J jnl
OCEAn: Ordinal classification with an ensemble approach.
Inf. Sci.
Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro, Cristina Rubio-Escudero, José C. Riquelme
2020 J jnl
Using prior knowledge in the inference of gene association networks.
Appl. Intell.
Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, José Luis Galván-Rojas, Belén Vega-Márquez, Cristina Rubio-Escudero
2019 — conf
Convolutional Neural Networks for Olive Oil Classification.
IWINAC (2)
Belén Vega-Márquez, Andrea Carminati, Natividad Jurado-Campos, Andrés Martín-Gómez, Lourdes Arce-Jiménez, Cristina Rubio-Escudero, Isabel A. Nepomuceno-Chamorro
2019 — conf
Creation of Synthetic Data with Conditional Generative Adversarial Networks.
SOCO
Belén Vega-Márquez, Cristina Rubio-Escudero, José C. Riquelme, Isabel A. Nepomuceno-Chamorro