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 | 270 | 2020 |
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 | 128 | 2018 |
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 | 56 | 2019 |
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 | 42 | 2020 |
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 | 35 | 2018 |
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 | 35 | 2017 |
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 | 34 | 2016 |
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 | 32 | 2021 |
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 | 31 | 2021 |
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 | 25 | 2023 |
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 | 21 | 2022 |
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 | 10 | 2020 |
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 | 8 | 2019 |
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 | 3 | 2023 |
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 | 2 | 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 | 2 | 2024 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 | 2 | 2018 |
Contadores inteligentes: ahorros potenciales para el consumidor A Arcos-Vargas, JM Luna-Romera, J García-Gutiérrez, ... DYNA 93 (3), 244-244, 2018 | 2 | 2018 |