@article{10.1016/j.heliyon.2024.e25838,

title = {An empirical analysis of the relationship among price, demand and CO2 emissions in the Spanish electricity market},

author = {José María Luna-Romera and Manuel Carranza-García and Ángel Arcos-Vargas and José C. Riquelme-Santos},

url = {https://doi.org/10.1016/j.heliyon.2024.e25838},

doi = {10.1016/j.heliyon.2024.e25838},

year  = {2024},

date = {2024-01-01},

journal = {Heliyon},

volume = {10},

pages = {e25838},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.3233/ica-230726,

title = {Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation},

author = {José L. Salazar-González and José María Luna-Romera and Manuel Carranza-García and Juan A. Álvarez-García and Luis M. Soria-Morillo},

url = {https://doi.org/10.3233/ica-230726},

doi = {10.3233/ica-230726},

year  = {2024},

date = {2024-01-01},

journal = {Integrated Computer-Aided Engineering},

volume = {31},

pages = {307-326},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-031-42519-6_30,

title = {Association Rule Analysis of Student Satisfaction Surveys for Teaching Quality Evaluation},

author = {Manuel J. Jiménez-Navarro and Belén Vega-Márquez and José María Luna-Romera and Manuel Carranza-García and María Martínez-Ballesteros},

url = {https://doi.org/10.1007/978-3-031-42519-6_30},

doi = {10.1007/978-3-031-42519-6_30},

year  = {2023},

date = {2023-01-01},

journal = {Lecture Notes in Networks and Systems},

volume = {N/A},

pages = {319-328},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1016/j.neucom.2023.126312,

title = {Short-term solar irradiance forecasting in streaming with deep learning},

author = {Pedro Lara-Benítez and Manuel Carranza-García and José María Luna-Romera and José C. Riquelme},

url = {https://doi.org/10.1016/j.neucom.2023.126312},

doi = {10.1016/j.neucom.2023.126312},

year  = {2023},

date = {2023-01-01},

journal = {Neurocomputing},

volume = {546},

pages = {126312},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-031-42529-5_25,

title = {An Approach to Enhance Time Series Forecasting by Fast Fourier Transform},

author = {F. Javier Galán-Sales and Pablo Reina-Jiménez and Manuel Carranza-García and José María Luna-Romera},

url = {https://doi.org/10.1007/978-3-031-42529-5_25},

doi = {10.1007/978-3-031-42529-5_25},

year  = {2023},

date = {2023-01-01},

journal = {Lecture Notes in Networks and Systems},

volume = {N/A},

pages = {259-268},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-031-42536-3_10,

title = {Efficient Short-Term Time Series Forecasting with Regression Trees},

author = {Pablo Reina-Jiménez and Manuel Carranza-García and Jose María Luna-Romera and José C. Riquelme},

url = {https://doi.org/10.1007/978-3-031-42536-3_10},

doi = {10.1007/978-3-031-42536-3_10},

year  = {2023},

date = {2023-01-01},

journal = {Lecture Notes in Networks and Systems},

volume = {N/A},

pages = {101-110},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{article,

title = {Object detection using depth completion and camera-LiDAR fusion for autonomous driving},

author = {Manuel Carranza-García and F. Galán-Sales and José María Luna-Romera and José Riquelme},

doi = {10.3233/ICA-220681},

year  = {2022},

date = {2022-01-01},

journal = {Integrated Computer-Aided Engineering},

volume = {29},

pages = {1-18},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-030-87869-6_67,

title = {Study Case of Household Electricity Consumption Patterns in London by Clustering Methodology},

author = {José María Luna-Romera and Manuel Carranza-García and David Gutiérrez-Avilés and José C. Riquelme-Santos},

url = {https://doi.org/10.1007/978-3-030-87869-6_67},

doi = {10.1007/978-3-030-87869-6_67},

year  = {2022},

date = {2022-01-01},

journal = {Advances in Intelligent Systems and Computing},

volume = {N/A},

pages = {706-716},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.3390/nano11102706,

title = {Statistically Representative Metrology of Nanoparticles via Unsupervised Machine Learning of TEM Images},

author = {Haotian Wen and José María Luna-Romera and José C. Riquelme and Christian Dwyer and Shery L. Y. Chang},

url = {https://doi.org/10.3390/nano11102706},

doi = {10.3390/nano11102706},

year  = {2021},

date = {2021-01-01},

journal = {Nanomaterials},

volume = {11},

pages = {2706},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-030-85713-4_11,

title = {Evaluation of the Transformer Architecture for Univariate Time Series Forecasting},

author = {Pedro Lara-Benítez and Luis Gallego-Ledesma and Manuel Carranza-García and José M. Luna-Romera},

url = {https://doi.org/10.1007/978-3-030-85713-4_11},

doi = {10.1007/978-3-030-85713-4_11},

year  = {2021},

date = {2021-01-01},

journal = {Lecture Notes in Computer Science},

volume = {N/A},

pages = {106-115},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Pedro2020,

title = {Temporal Convolutional Networks Applied to Energy-related Time Series Forecasting},

author = {P Lara-Benítez and M Carranza-García and J M Luna-Romera and J C Riquelme},

doi = {10.3390/app10072322},

year  = {2020},

date = {2020-03-28},

journal = {Applied Sciences},

volume = {10},

number = {7},

pages = {2322},

note = {JCR (2018): 2.217},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1016/j.artmed.2020.101976,

title = {Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance},

author = {Laura Macías-García and María Martínez-Ballesteros and José María Luna-Romera and José M. García-Heredia and Jorge García-Gutiérrez and José C. Riquelme-Santos},

url = {https://doi.org/10.1016/j.artmed.2020.101976},

doi = {10.1016/j.artmed.2020.101976},

year  = {2020},

date = {2020-01-01},

journal = {Artificial Intelligence in Medicine},

volume = {110},

pages = {101976},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{10.1007/978-3-030-20055-8_1,

title = {Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering},

author = {José David Martín-Fernández and José María Luna-Romera and Beatriz Pontes and José C. Riquelme-Santos},

url = {https://doi.org/10.1007/978-3-030-20055-8_1},

doi = {10.1007/978-3-030-20055-8_1},

year  = {2020},

date = {2020-01-01},

journal = {Advances in Intelligent Systems and Computing},

volume = {N/A},

pages = {3-13},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luna-Romera2019b,

title = {Analysis of the evolution of the Spanish labour market through unsupervised learning},

author = {J M Luna-Romera and F Núñez-Hernández and M Martínez-Ballesteros and J C Riquelme and C. Usabiaga Ibáñez},

doi = {10.1109/ACCESS.2019.2935386},

year  = {2019},

date = {2019-09-02},

journal = {IEEE Access},

note = {JCR (2018) 4.098},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Luna-Romera2019,

title = {External Clustering Validity Index based on chi-squared statistical test},

author = {J M Luna-Romera and M Martínez-Ballesteros and J García-Gutiérrez and J C Riquelme},

doi = {10.1016/j.ins.2019.02.046},

year  = {2019},

date = {2019-02-18},

journal = {Information Sciences},

note = {JCR(2017): 4,305},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{algr18,

title = {Contadores inteligentes: ahorros potenciales para el consumidor},

author = {A Arcos-Vargas and J M Luna-Romera and J García-Gutiérrez and J C Riquelme-Santos},

doi = {10.6036/8782},

year  = {2018},

date = {2018-01-01},

journal = {Dyna},

volume = {93},

number = {3},

pages = {683},

note = {JCR(2017): 0.522},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{pltm16,

title = {Big Data Analytics for Discovering Electricity Consumption Patterns in Smart Cities},

author = {R Pérez-Chacón and J M Luna-Romera and A Troncoso and F Martínez-Álvarez and J C Riquelme},

doi = {10.3390/en11030683},

year  = {2018},

date = {2018-01-01},

journal = {Energies},

volume = {11},

number = {3},

pages = {683},

note = {JCR: 2,626},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{l16,

title = {A Study of the Suitability of Autoencoders for Preprocessing Data in Breast Cancer Experimentation},

author = {J M Luna-Romera and L Macías-García and J García-Gutiérrez and M Martínez-Ballesteros and J C Riquelme and R González-Cámpora},

doi = {10.1016/j.jbi.2017.06.020},

year  = {2016},

date = {2016-01-01},

journal = {Journal of Biomedical Informatics},

volume = {72},

number = {C},

pages = {33-44},

note = {JCR (2016): 2.753},

keywords = {},

pubstate = {published},

tppubtype = {article}

}