Javier Solís-García

According to our database, Javier Solís-García authored at least 6 papers between 2021 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

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

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