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José María Luna-Romera
José María Luna-Romera
Верификована је имејл адреса на us.es - Почетна страница
Наслов
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Навело
Година
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
2672020
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
1242018
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
542019
Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance
L Macías-García, M Martínez-Ballesteros, JM Luna-Romera, ...
Artificial Intelligence in Medicine 110, 101976, 2020
422020
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
332021
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
332018
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
332017
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
332016
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
312021
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
262023
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
202022
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
102020
Analysis of the evolution of the Spanish labour market through unsupervised learning
JM Luna-Romera, F Núñez-Hernández, M Martínez-Ballesteros, ...
IEEE Access 7, 121695-121708, 2019
82019
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
32023
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 31 (3), 307-326, 2024
22024
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
22024
Efficient short-term time series forecasting with regression trees
P Reina-Jiménez, M Carranza-García, J María Luna-Romera, ...
International Conference on Soft Computing Models in Industrial and …, 2023
22023
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
Contadores inteligentes: ahorros potenciales para el consumidor
AA Vargas, JML Romera, JG Gutiérrez, JCR SANTOS
DYNA 93 (3), 244-244, 2018
22018
Desarrollo de habilidades en programación a través de proyectos individuales: potenciando la autonomía y la creatividad del estudiante
BV Márquez, BP Balanza, JML Romera
Enseñanza e innovación educativa en el ámbito universitario, 1989-1998, 2024
12024
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