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José María Luna-Romera
José María Luna-Romera
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Temporal convolutional networks applied to energy-related time series forecasting
P Lara-Benítez, M Carranza-García, JM Luna-Romera, JC Riquelme
applied sciences 10 (7), 2322, 2020
1962020
Big data analytics for discovering electricity consumption patterns in smart cities
R Pérez-Chacón, JM Luna-Romera, A Troncoso, F Martínez-Álvarez, ...
Energies 11 (3), 683, 2018
1202018
External clustering validity index based on chi-squared statistical test
JM Luna-Romera, M Martínez-Ballesteros, J García-Gutiérrez, ...
Information sciences 487, 1-17, 2019
502019
Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance
L Macías-García, M Martinez-Ballesteros, JM Luna-Romera, ...
Artificial Intelligence in Medicine 110, 101976, 2020
362020
An approach to validity indices for clustering techniques in big data
JM Luna-Romera, J García-Gutiérrez, M Martínez-Ballesteros, ...
Progress in Artificial Intelligence 7, 81-94, 2018
342018
A study of the suitability of autoencoders for preprocessing data in breast cancer experimentation
L Macías-García, JM Luna-Romera, J García-Gutiérrez, ...
Journal of biomedical informatics 72, 33-44, 2017
312017
An approach to silhouette and dunn clustering indices applied to big data in spark
JM Luna-Romera, M del Mar Martinez-Ballesteros, J Garcia-Gutierrez, ...
Advances in Artificial Intelligence: 17th Conference of the Spanish …, 2016
302016
Statistically representative metrology of nanoparticles via unsupervised machine learning of TEM images
H Wen, JM Luna-Romera, JC Riquelme, C Dwyer, SLY Chang
Nanomaterials 11 (10), 2706, 2021
242021
Evaluation of the transformer architecture for univariate time series forecasting
P Lara-Benítez, L Gallego-Ledesma, M Carranza-García, ...
Advances in Artificial Intelligence: 19th Conference of the Spanish …, 2021
222021
Short-term solar irradiance forecasting in streaming with deep learning
P Lara-Benítez, M Carranza-García, JM Luna-Romera, JC Riquelme
Neurocomputing 546, 126312, 2023
152023
Object detection using depth completion and camera-LiDAR fusion for autonomous driving
M Carranza-García, FJ Galán-Sales, JM Luna-Romera, JC Riquelme
Integrated Computer-Aided Engineering 29 (3), 241-258, 2022
152022
Indexes to find the optimal number of clusters in a hierarchical clustering
JD Martín-Fernández, JM Luna-Romera, B Pontes, JC Riquelme-Santos
14th International Conference on Soft Computing Models in Industrial and …, 2020
92020
Analysis of the evolution of the Spanish labour market through unsupervised learning
JM Luna-Romera, F Nunez-Hernandez, M Martinez-Ballesteros, ...
IEEE Access 7, 121695-121708, 2019
72019
An Approach to Enhance Time Series Forecasting by Fast Fourier Transform
FJ Galán-Sales, P Reina-Jiménez, M Carranza-García, JM Luna-Romera
International Conference on Soft Computing Models in Industrial and …, 2023
22023
Feature selection on spatio-temporal data for solar irradiance forecasting
M Carranza-García, P Lara-Benítez, JM Luna-Romera, JC Riquelme
16th International Conference on Soft Computing Models in Industrial and …, 2022
22022
Análisis Big Data para la Respuesta a la Demanda en el Mercado Eléctrico
JA Fábregas, JM Luna-Romera, JCR Santos, Á Arcos-Vargas, JT Aguilera
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial …, 2018
22018
An empirical analysis of the relationship among price, demand and CO2 emissions in the Spanish electricity market
JM Luna-Romera, M Carranza-García, Á Arcos-Vargas, ...
Heliyon 10 (3), 2024
12024
Study Case of Household Electricity Consumption Patterns in London by Clustering Methodology
JM Luna-Romera, M Carranza-García, D Gutiérrez-Avilés, ...
16th International Conference on Soft Computing Models in Industrial and …, 2022
12022
Desarrollo de habilidades en programación a través de proyectos individuales: Potenciando la autonomía y la creatividad del estudiante.
B Vega Márquez, B Pontes Balanza, JM Luna Romera
Dykinson, 2024
2024
Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation
JL Salazar-González, JM Luna-Romera, M Carranza-García, ...
Integrated Computer-Aided Engineering, 1-20, 2024
2024
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