{"id":84,"date":"2018-12-03T15:41:45","date_gmt":"2018-12-03T15:41:45","guid":{"rendered":"http:\/\/grupo.us.es\/minerva\/?post_type=team&#038;p=84"},"modified":"2026-10-08T14:07:55","modified_gmt":"2026-10-08T13:07:55","slug":"jose-maria-luna-romera","status":"publish","type":"team","link":"https:\/\/grupo.us.es\/minerva\/equipo\/jose-maria-luna-romera\/","title":{"rendered":"Jos\u00e9 Mar\u00eda Luna Romera"},"content":{"rendered":"<section class=\"minerva-researcher-profile\" itemscope itemtype=\"https:\/\/schema.org\/Person\" style=\"max-width:100%;overflow-wrap:anywhere;\">\n<p style=\"font-size:14px;letter-spacing:1px;color:#177d91;\">PERFIL INVESTIGADOR \u00b7 MINERVA<\/p>\n<h1 itemprop=\"name\" style=\"font-size:clamp(26px,3vw,34px);line-height:1.2;margin:14px 0 22px;\">Jos\u00e9 Mar\u00eda Luna Romera<\/h1>\n<p><strong>Jos\u00e9 Mar\u00eda Luna Romera<\/strong> forma parte del equipo de <a itemprop=\"memberOf\" href=\"https:\/\/grupo.us.es\/minerva\/\">Minerva<\/a>, grupo de investigaci\u00f3n en inteligencia artificial y ciencia de datos de la Universidad de Sevilla.<\/p>\n<h2 style=\"font-size:24px;line-height:1.3;\">Investigaci\u00f3n<\/h2>\n<p itemprop=\"description\">Su producci\u00f3n cient\u00edfica incluye trabajos sobre miner\u00eda de datos, agrupamiento, selecci\u00f3n de caracter\u00edsticas y predicci\u00f3n de series temporales con aplicaciones en energ\u00eda.<\/p>\n<p><a itemprop=\"sameAs\" href=\"https:\/\/prisma.us.es\/investigador\/4760\">Perfil de Jos\u00e9 Mar\u00eda Luna Romera en PRISMA<\/a> \u00b7 <a href=\"https:\/\/grupo.us.es\/minerva\/proyectos\/\">Proyectos y contratos del grupo<\/a> \u00b7 <a href=\"https:\/\/grupo.us.es\/minerva\/equipo\/\">Equipo de Minerva<\/a><\/p>\n<h2 style=\"font-size:24px;line-height:1.3;\">Publicaciones de Jos\u00e9 Mar\u00eda Luna Romera<\/h2>\n<p>Art\u00edculos, contribuciones a congresos y otras publicaciones vinculadas a este perfil. Puedes consultar tambi\u00e9n el <a href=\"https:\/\/grupo.us.es\/minerva\/publicaciones\/\">cat\u00e1logo completo de publicaciones de Minerva<\/a>.<\/p>\n<\/section>\n<div class=\"minerva-profile-publications\" style=\"max-width:100%;overflow-x:auto;\"><div class=\"teachpress_pub_list\"><form name=\"tppublistform\" method=\"get\"><a name=\"tppubs\" id=\"tppubs\"><\/a><div class=\"tp_search_input\"><input name=\"tsr\" id=\"tp_search_input_field\" type=\"search\" placeholder=\"Enter search word\" value=\"\" tabindex=\"1\"\/><\/div><div class=\"teachpress_filter\"><select class=\"block\" title=\"Todos los a\u00f1os\" name=\"yr\" id=\"yr\" tabindex=\"2\">\r\n                   <option value=\"\">Todos los a\u00f1os<\/option>\r\n                   <option value=\"2026\" >2026<\/option><option value=\"2025\" >2025<\/option><option value=\"2024\" >2024<\/option><option value=\"2023\" >2023<\/option><option value=\"2022\" >2022<\/option><option value=\"2021\" >2021<\/option><option value=\"2020\" >2020<\/option><option value=\"2019\" >2019<\/option><option value=\"2018\" >2018<\/option><option value=\"2017\" >2017<\/option><option value=\"2016\" >2016<\/option><option value=\"2015\" >2015<\/option><option value=\"2014\" >2014<\/option><option value=\"2013\" >2013<\/option><option value=\"2012\" >2012<\/option><option value=\"2011\" >2011<\/option><option value=\"2010\" >2010<\/option><option value=\"2009\" >2009<\/option><option value=\"2008\" >2008<\/option><option value=\"2007\" >2007<\/option><option value=\"2006\" >2006<\/option><option value=\"2005\" >2005<\/option><option value=\"2004\" >2004<\/option><option value=\"2003\" >2003<\/option><option value=\"2002\" >2002<\/option><option value=\"2001\" >2001<\/option><option value=\"2000\" >2000<\/option><option value=\"1999\" >1999<\/option><option value=\"1998\" >1998<\/option><option value=\"1997\" >1997<\/option><option value=\"1995\" >1995<\/option><option value=\"1992\" >1992<\/option>\r\n                <\/select><select class=\"block\" title=\"Todas las tipolog\u00edas\" name=\"type\" id=\"type\" tabindex=\"3\">\r\n                   <option value=\"\">Todas las tipolog\u00edas<\/option>\r\n                   <option value=\"article\" >Art\u00edculos de revista<\/option><option value=\"book\" >Libros<\/option><option value=\"inbook\" >Cap\u00edtulos de libros<\/option><option value=\"incollection\" >Book Sections<\/option><option value=\"inproceedings\" >Proceedings Articles<\/option><option value=\"presentation\" >Presentaciones<\/option>\r\n                <\/select><div class=\"teachpress_search_button\"><input name=\"tps_button\" class=\"tp_search_button\" type=\"submit\" tabindex=\"10\" value=\"Buscar\"\/><\/div><\/div><\/form><div class=\"tablenav\"><div class=\"tablenav-pages\"><span class=\"displaying-num\">32 registros<\/span> <a class=\"page-numbers button disabled\">&laquo;<\/a> <a class=\"page-numbers button disabled\">&lsaquo;<\/a> 1 de 2 <a href=\"https:\/\/grupo.us.es\/minerva\/equipo\/jose-maria-luna-romera\/?limit=2&amp;tgid=&amp;yr=&amp;type=&amp;usr=&amp;auth=&amp;tsr=\" title=\"p\u00e1gina siguiente\" class=\"page-numbers button\">&rsaquo;<\/a> <a href=\"https:\/\/grupo.us.es\/minerva\/equipo\/jose-maria-luna-romera\/?limit=2&amp;tgid=&amp;yr=&amp;type=&amp;usr=&amp;auth=&amp;tsr=\" title=\"\u00faltima p\u00e1gina\" class=\"page-numbers button\">&raquo;<\/a> <\/div><\/div><div class=\"teachpress_publication_list\"><h3 class=\"tp_h3\" id=\"tp_h3_2026\">2026<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">1.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Gal\u00e1n-Sales, F. Javier;  Jim\u00e9nez-Navarro, M. J.;  Vega-M\u00e1rquez, Bel\u00e9n;  Luna-Romera, Jos\u00e9 Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1670','tp_links')\" style=\"cursor:pointer;\">Optimizing power and performance in time series forecasting: A feature selection approach for green computing<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Sustainable Computing: Informatics and Systems, <\/span><span class=\"tp_pub_additional_volume\">vol. 50, <\/span><span class=\"tp_pub_additional_year\">2026<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1670\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1670','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1670\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1670','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1670\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma279165,<br \/>\r\ntitle = {Optimizing power and performance in time series forecasting: A feature selection approach for green computing},<br \/>\r\nauthor = {F. Javier Gal\u00e1n-Sales and M. J. Jim\u00e9nez-Navarro and Bel\u00e9n Vega-M\u00e1rquez and Jos\u00e9 Mar\u00eda Luna-Romera},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/279165},<br \/>\r\ndoi = {10.1016\/j.suscom.2026.101324},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\njournal = {Sustainable Computing: Informatics and Systems},<br \/>\r\nvolume = {50},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1670','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1670\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/prisma.us.es\/publicacion\/279165\" title=\"https:\/\/prisma.us.es\/publicacion\/279165\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/279165<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.suscom.2026.101324\" title=\"DOI de seguimiento:10.1016\/j.suscom.2026.101324\" target=\"_blank\">doi:10.1016\/j.suscom.2026.101324<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1670','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">2.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> S\u00e1nchez-L\u00f3pez, Jos\u00e9 E.;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Mateos-Garc\u00eda, Daniel;  Gal\u00e1n-Sales, F. Javier<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1674','tp_links')\" style=\"cursor:pointer;\">Counterfactual Simulation for Estimating Performance Loss in PV Systems: A Machine Learning Approach<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_booktitle\">Communications in Computer and Information Science, <\/span><span class=\"tp_pub_additional_pages\">pp. 171\u2013181, <\/span><span class=\"tp_pub_additional_year\">2026<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1674\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1674','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1674\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1674','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1674\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma286616,<br \/>\r\ntitle = {Counterfactual Simulation for Estimating Performance Loss in PV Systems: A Machine Learning Approach},<br \/>\r\nauthor = {Jos\u00e9 E. S\u00e1nchez-L\u00f3pez and Jos\u00e9 Mar\u00eda Luna-Romera and Daniel Mateos-Garc\u00eda and F. Javier Gal\u00e1n-Sales},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/286616},<br \/>\r\ndoi = {10.1007\/978-3-032-19763-4_16},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\nbooktitle = {Communications in Computer and Information Science},<br \/>\r\nvolume = {2806 CCIS},<br \/>\r\npages = {171\u2013181},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1674','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1674\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/prisma.us.es\/publicacion\/286616\" title=\"https:\/\/prisma.us.es\/publicacion\/286616\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/286616<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-032-19763-4_16\" title=\"DOI de seguimiento:10.1007\/978-3-032-19763-4_16\" target=\"_blank\">doi:10.1007\/978-3-032-19763-4_16<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1674','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2024\">2024<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">3.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Luna-Romera, Jos\u00e9 Mar\u00eda;  Carranza-Garc\u00eda, Manuel;  Arcos-Vargas, \u00c1ngel;  Riquelme-Santos, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1580','tp_links')\" style=\"cursor:pointer;\">An empirical analysis of the relationship among price, demand and CO2 emissions in the Spanish electricity market<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Heliyon, <\/span><span class=\"tp_pub_additional_volume\">vol. 10, <\/span><span class=\"tp_pub_additional_pages\">pp. e25838, <\/span><span class=\"tp_pub_additional_year\">2024<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1580\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1580','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1580\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1580','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1580\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1016\/j.heliyon.2024.e25838,<br \/>\r\ntitle = {An empirical analysis of the relationship among price, demand and CO2 emissions in the Spanish electricity market},<br \/>\r\nauthor = {Jos\u00e9 Mar\u00eda Luna-Romera and Manuel Carranza-Garc\u00eda and \u00c1ngel Arcos-Vargas and Jos\u00e9 C. Riquelme-Santos},<br \/>\r\nurl = {https:\/\/doi.org\/10.1016\/j.heliyon.2024.e25838},<br \/>\r\ndoi = {10.1016\/j.heliyon.2024.e25838},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\njournal = {Heliyon},<br \/>\r\nvolume = {10},<br \/>\r\npages = {e25838},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1580','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1580\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1016\/j.heliyon.2024.e25838\" title=\"https:\/\/doi.org\/10.1016\/j.heliyon.2024.e25838\" target=\"_blank\">https:\/\/doi.org\/10.1016\/j.heliyon.2024.e25838<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.heliyon.2024.e25838\" title=\"DOI de seguimiento:10.1016\/j.heliyon.2024.e25838\" target=\"_blank\">doi:10.1016\/j.heliyon.2024.e25838<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1580','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">4.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Salazar-Gonz\u00e1lez, Jos\u00e9 L.;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Carranza-Garc\u00eda, Manuel;  \u00c1lvarez-Garc\u00eda, Juan A.;  Soria-Morillo, Luis M.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1581','tp_links')\" style=\"cursor:pointer;\">Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Integrated Computer-Aided Engineering, <\/span><span class=\"tp_pub_additional_volume\">vol. 31, <\/span><span class=\"tp_pub_additional_pages\">pp. 307-326, <\/span><span class=\"tp_pub_additional_year\">2024<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1581\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1581','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1581\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1581','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1581\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.3233\/ica-230726,<br \/>\r\ntitle = {Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation},<br \/>\r\nauthor = {Jos\u00e9 L. Salazar-Gonz\u00e1lez and Jos\u00e9 Mar\u00eda Luna-Romera and Manuel Carranza-Garc\u00eda and Juan A. \u00c1lvarez-Garc\u00eda and Luis M. Soria-Morillo},<br \/>\r\nurl = {https:\/\/doi.org\/10.3233\/ica-230726},<br \/>\r\ndoi = {10.3233\/ica-230726},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\njournal = {Integrated Computer-Aided Engineering},<br \/>\r\nvolume = {31},<br \/>\r\npages = {307-326},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1581','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1581\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.3233\/ica-230726\" title=\"https:\/\/doi.org\/10.3233\/ica-230726\" target=\"_blank\">https:\/\/doi.org\/10.3233\/ica-230726<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.3233\/ica-230726\" title=\"DOI de seguimiento:10.3233\/ica-230726\" target=\"_blank\">doi:10.3233\/ica-230726<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1581','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">5.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> M\u00e1rquez, Bel\u00e9n Vega;  Balanza, Beatriz Pontes;  Romera, Jos\u00e9 Mar\u00eda Luna<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1675','tp_links')\" style=\"cursor:pointer;\">Desarrollo de habilidades en programaci\u00f3n a trav\u00e9s de proyectos individuales: potenciando la autonom\u00eda y la creatividad del estudiante<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_booktitle\">Congreso de innovaci\u00f3n Educativa. INNOVARUS (2024), pp. 1989-1998., <\/span><span class=\"tp_pub_additional_pages\">pp. 1989\u20131998, <\/span><span class=\"tp_pub_additional_year\">2024<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1675\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1675','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1675\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1675','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1675\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma241974,<br \/>\r\ntitle = {Desarrollo de habilidades en programaci\u00f3n a trav\u00e9s de proyectos individuales: potenciando la autonom\u00eda y la creatividad del estudiante},<br \/>\r\nauthor = {Bel\u00e9n Vega M\u00e1rquez and Beatriz Pontes Balanza and Jos\u00e9 Mar\u00eda Luna Romera},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/241974},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\nbooktitle = {Congreso de innovaci\u00f3n Educativa. INNOVARUS (2024), pp. 1989-1998.},<br \/>\r\npages = {1989\u20131998},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1675','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1675\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/prisma.us.es\/publicacion\/241974\" title=\"https:\/\/prisma.us.es\/publicacion\/241974\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/241974<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1675','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2023\">2023<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">6.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Jim\u00e9nez-Navarro, Manuel J.;  Vega-M\u00e1rquez, Bel\u00e9n;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Carranza-Garc\u00eda, Manuel;  Mart\u00ednez-Ballesteros, Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1569','tp_links')\" style=\"cursor:pointer;\">Association Rule Analysis of\u00a0Student Satisfaction Surveys for\u00a0Teaching Quality Evaluation<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Lecture Notes in Networks and Systems, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. 319-328, <\/span><span class=\"tp_pub_additional_year\">2023<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1569\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1569','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1569\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1569','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1569\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-031-42519-6_30,<br \/>\r\ntitle = {Association Rule Analysis of\u00a0Student Satisfaction Surveys for\u00a0Teaching Quality Evaluation},<br \/>\r\nauthor = {Manuel J. Jim\u00e9nez-Navarro and Bel\u00e9n Vega-M\u00e1rquez and Jos\u00e9 Mar\u00eda Luna-Romera and Manuel Carranza-Garc\u00eda and Mar\u00eda Mart\u00ednez-Ballesteros},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-031-42519-6_30},<br \/>\r\ndoi = {10.1007\/978-3-031-42519-6_30},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {Lecture Notes in Networks and Systems},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {319-328},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1569','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1569\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1007\/978-3-031-42519-6_30\" title=\"https:\/\/doi.org\/10.1007\/978-3-031-42519-6_30\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-031-42519-6_30<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-42519-6_30\" title=\"DOI de seguimiento:10.1007\/978-3-031-42519-6_30\" target=\"_blank\">doi:10.1007\/978-3-031-42519-6_30<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1569','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">7.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Lara-Ben\u00edtez, Pedro;  Carranza-Garc\u00eda, Manuel;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Riquelme, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1583','tp_links')\" style=\"cursor:pointer;\">Short-term solar irradiance forecasting in streaming with deep learning<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Neurocomputing, <\/span><span class=\"tp_pub_additional_volume\">vol. 546, <\/span><span class=\"tp_pub_additional_pages\">pp. 126312, <\/span><span class=\"tp_pub_additional_year\">2023<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1583\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1583','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1583\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1583','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1583\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1016\/j.neucom.2023.126312,<br \/>\r\ntitle = {Short-term solar irradiance forecasting in streaming with deep learning},<br \/>\r\nauthor = {Pedro Lara-Ben\u00edtez and Manuel Carranza-Garc\u00eda and Jos\u00e9 Mar\u00eda Luna-Romera and Jos\u00e9 C. Riquelme},<br \/>\r\nurl = {https:\/\/doi.org\/10.1016\/j.neucom.2023.126312},<br \/>\r\ndoi = {10.1016\/j.neucom.2023.126312},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {Neurocomputing},<br \/>\r\nvolume = {546},<br \/>\r\npages = {126312},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1583','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1583\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1016\/j.neucom.2023.126312\" title=\"https:\/\/doi.org\/10.1016\/j.neucom.2023.126312\" target=\"_blank\">https:\/\/doi.org\/10.1016\/j.neucom.2023.126312<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.neucom.2023.126312\" title=\"DOI de seguimiento:10.1016\/j.neucom.2023.126312\" target=\"_blank\">doi:10.1016\/j.neucom.2023.126312<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1583','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">8.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Gal\u00e1n-Sales, F. Javier;  Reina-Jim\u00e9nez, Pablo;  Carranza-Garc\u00eda, Manuel;  Luna-Romera, Jos\u00e9 Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1584','tp_links')\" style=\"cursor:pointer;\">An Approach to\u00a0Enhance Time Series Forecasting by\u00a0Fast Fourier Transform<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Lecture Notes in Networks and Systems, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. 259-268, <\/span><span class=\"tp_pub_additional_year\">2023<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1584\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1584','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1584\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1584','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1584\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-031-42529-5_25,<br \/>\r\ntitle = {An Approach to\u00a0Enhance Time Series Forecasting by\u00a0Fast Fourier Transform},<br \/>\r\nauthor = {F. Javier Gal\u00e1n-Sales and Pablo Reina-Jim\u00e9nez and Manuel Carranza-Garc\u00eda and Jos\u00e9 Mar\u00eda Luna-Romera},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-031-42529-5_25},<br \/>\r\ndoi = {10.1007\/978-3-031-42529-5_25},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {Lecture Notes in Networks and Systems},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {259-268},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1584','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1584\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1007\/978-3-031-42529-5_25\" title=\"https:\/\/doi.org\/10.1007\/978-3-031-42529-5_25\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-031-42529-5_25<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-42529-5_25\" title=\"DOI de seguimiento:10.1007\/978-3-031-42529-5_25\" target=\"_blank\">doi:10.1007\/978-3-031-42529-5_25<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1584','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">9.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Reina-Jim\u00e9nez, Pablo;  Carranza-Garc\u00eda, Manuel;  Luna-Romera, Jose Mar\u00eda;  Riquelme, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1585','tp_links')\" style=\"cursor:pointer;\">Efficient Short-Term Time Series Forecasting with\u00a0Regression Trees<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Lecture Notes in Networks and Systems, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. 101-110, <\/span><span class=\"tp_pub_additional_year\">2023<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1585\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1585','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1585\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1585','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1585\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-031-42536-3_10,<br \/>\r\ntitle = {Efficient Short-Term Time Series Forecasting with\u00a0Regression Trees},<br \/>\r\nauthor = {Pablo Reina-Jim\u00e9nez and Manuel Carranza-Garc\u00eda and Jose Mar\u00eda Luna-Romera and Jos\u00e9 C. Riquelme},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-031-42536-3_10},<br \/>\r\ndoi = {10.1007\/978-3-031-42536-3_10},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {Lecture Notes in Networks and Systems},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {101-110},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1585','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1585\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1007\/978-3-031-42536-3_10\" title=\"https:\/\/doi.org\/10.1007\/978-3-031-42536-3_10\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-031-42536-3_10<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-42536-3_10\" title=\"DOI de seguimiento:10.1007\/978-3-031-42536-3_10\" target=\"_blank\">doi:10.1007\/978-3-031-42536-3_10<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1585','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2022\">2022<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">10.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Carranza-Garc\u00eda, Manuel;  Lara-Ben\u00edtez, Pedro;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Riquelme, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\">Feature Selection on Spatio-Temporal Data for Solar Irradiance Forecasting <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span> Gonz\u00e1lez, Hugo Sanjurjo;  L\u00f3pez, Iker Pastor;  Bringas, Pablo Garc\u00eda;  Quinti\u00e1n, H\u00e9ctor;  Corchado, Emilio (Ed.): <span class=\"tp_pub_additional_booktitle\">16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021), <\/span><span class=\"tp_pub_additional_pages\">pp. 654\u2013664, <\/span><span class=\"tp_pub_additional_publisher\">Springer International Publishing, <\/span><span class=\"tp_pub_additional_address\">Cham, <\/span><span class=\"tp_pub_additional_year\">2022<\/span>, <span class=\"tp_pub_additional_isbn\">ISBN: 978-3-030-87869-6<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_abstract_link\"><a id=\"tp_abstract_sh_1534\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1534','tp_abstract')\" title=\"Mostrar resumen\" style=\"cursor:pointer;\">Resumen<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1534\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1534','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1534\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{10.1007\/978-3-030-87869-6_62,<br \/>\r\ntitle = {Feature Selection on Spatio-Temporal Data for Solar Irradiance Forecasting},<br \/>\r\nauthor = {Manuel Carranza-Garc\u00eda and Pedro Lara-Ben\u00edtez and Jos\u00e9 Mar\u00eda Luna-Romera and Jos\u00e9 C. Riquelme},<br \/>\r\neditor = {Hugo Sanjurjo Gonz\u00e1lez and Iker Pastor L\u00f3pez and Pablo Garc\u00eda Bringas and H\u00e9ctor Quinti\u00e1n and Emilio Corchado},<br \/>\r\nisbn = {978-3-030-87869-6},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\nbooktitle = {16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)},<br \/>\r\npages = {654--664},<br \/>\r\npublisher = {Springer International Publishing},<br \/>\r\naddress = {Cham},<br \/>\r\nabstract = {Solar energy is currently among the most important and convenient renewable sources, with a great potential to reduce the use of fossil fuels. However, power generation from solar panels is very irregular and highly dependent on weather conditions. Therefore, solar irradiance forecasting is a fundamental task to ensure an efficient power management. In power plants, besides the temporal observations, it is essential to consider the spatial relationship between close photovoltaic panels. In this work, we study the importance of feature selection for forecasting solar irradiance time series using spatio-temporal data. The experimental study considers nine feature selection techniques and compares the predictive performance of four regression algorithms using the different subsets of features. The data used comes from two different locations in Canada with multiple solar panels. The results demonstrate that including the proper spatial information using feature selection, particularly the methods based on evolutionary computation, enhances significantly the forecasting accuracy.},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1534','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_abstract\" id=\"tp_abstract_1534\" style=\"display:none;\"><div class=\"tp_abstract_entry\">Solar energy is currently among the most important and convenient renewable sources, with a great potential to reduce the use of fossil fuels. However, power generation from solar panels is very irregular and highly dependent on weather conditions. Therefore, solar irradiance forecasting is a fundamental task to ensure an efficient power management. In power plants, besides the temporal observations, it is essential to consider the spatial relationship between close photovoltaic panels. In this work, we study the importance of feature selection for forecasting solar irradiance time series using spatio-temporal data. The experimental study considers nine feature selection techniques and compares the predictive performance of four regression algorithms using the different subsets of features. The data used comes from two different locations in Canada with multiple solar panels. The results demonstrate that including the proper spatial information using feature selection, particularly the methods based on evolutionary computation, enhances significantly the forecasting accuracy.<\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1534','tp_abstract')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">11.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Carranza-Garc\u00eda, Manuel;  Gal\u00e1n-Sales, F.;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Riquelme, Jos\u00e9<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1535','tp_links')\" style=\"cursor:pointer;\">Object detection using depth completion and camera-LiDAR fusion for autonomous driving<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Integrated Computer-Aided Engineering, <\/span><span class=\"tp_pub_additional_volume\">vol. 29, <\/span><span class=\"tp_pub_additional_pages\">pp. 1-18, <\/span><span class=\"tp_pub_additional_year\">2022<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1535\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1535','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1535\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1535','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1535\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{article,<br \/>\r\ntitle = {Object detection using depth completion and camera-LiDAR fusion for autonomous driving},<br \/>\r\nauthor = {Manuel Carranza-Garc\u00eda and F. Gal\u00e1n-Sales and Jos\u00e9 Mar\u00eda Luna-Romera and Jos\u00e9 Riquelme},<br \/>\r\ndoi = {10.3233\/ICA-220681},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\njournal = {Integrated Computer-Aided Engineering},<br \/>\r\nvolume = {29},<br \/>\r\npages = {1-18},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1535','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1535\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.3233\/ICA-220681\" title=\"DOI de seguimiento:10.3233\/ICA-220681\" target=\"_blank\">doi:10.3233\/ICA-220681<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1535','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">12.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Luna-Romera, Jos\u00e9 Mar\u00eda;  Carranza-Garc\u00eda, Manuel;  Guti\u00e9rrez-Avil\u00e9s, David;  Riquelme-Santos, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1588','tp_links')\" style=\"cursor:pointer;\">Study Case of Household Electricity Consumption Patterns in London by Clustering Methodology<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Advances in Intelligent Systems and Computing, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. 706-716, <\/span><span class=\"tp_pub_additional_year\">2022<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1588\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1588','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1588\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1588','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1588\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-030-87869-6_67,<br \/>\r\ntitle = {Study Case of Household Electricity Consumption Patterns in London by Clustering Methodology},<br \/>\r\nauthor = {Jos\u00e9 Mar\u00eda Luna-Romera and Manuel Carranza-Garc\u00eda and David Guti\u00e9rrez-Avil\u00e9s and Jos\u00e9 C. Riquelme-Santos},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-030-87869-6_67},<br \/>\r\ndoi = {10.1007\/978-3-030-87869-6_67},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\njournal = {Advances in Intelligent Systems and Computing},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {706-716},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1588','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1588\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1007\/978-3-030-87869-6_67\" title=\"https:\/\/doi.org\/10.1007\/978-3-030-87869-6_67\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-030-87869-6_67<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-030-87869-6_67\" title=\"DOI de seguimiento:10.1007\/978-3-030-87869-6_67\" target=\"_blank\">doi:10.1007\/978-3-030-87869-6_67<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1588','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2021\">2021<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">13.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Wen, Haotian;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Riquelme, Jos\u00e9 C.;  Dwyer, Christian;  Chang, Shery L. Y.<\/p><p class=\"tp_pub_title\"><a href=\"https:\/\/grupo.us.es\/minerva\/statistically-representative-metrology-of-nanoparticles-via-unsupervised-machine-learning-of-tem-images\/\">Statistically Representative Metrology of Nanoparticles via Unsupervised Machine Learning of TEM Images<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Nanomaterials, <\/span><span class=\"tp_pub_additional_volume\">vol. 11, <\/span><span class=\"tp_pub_additional_pages\">pp. 2706, <\/span><span class=\"tp_pub_additional_year\">2021<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1626\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1626','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1626\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1626','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1626\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.3390\/nano11102706,<br \/>\r\ntitle = {Statistically Representative Metrology of Nanoparticles via Unsupervised Machine Learning of TEM Images},<br \/>\r\nauthor = {Haotian Wen and Jos\u00e9 Mar\u00eda Luna-Romera and Jos\u00e9 C. Riquelme and Christian Dwyer and Shery L. Y. Chang},<br \/>\r\nurl = {https:\/\/doi.org\/10.3390\/nano11102706},<br \/>\r\ndoi = {10.3390\/nano11102706},<br \/>\r\nyear  = {2021},<br \/>\r\ndate = {2021-01-01},<br \/>\r\njournal = {Nanomaterials},<br \/>\r\nvolume = {11},<br \/>\r\npages = {2706},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1626','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1626\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.3390\/nano11102706\" title=\"https:\/\/doi.org\/10.3390\/nano11102706\" target=\"_blank\">https:\/\/doi.org\/10.3390\/nano11102706<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.3390\/nano11102706\" title=\"DOI de seguimiento:10.3390\/nano11102706\" target=\"_blank\">doi:10.3390\/nano11102706<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1626','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">14.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Lara-Ben\u00edtez, Pedro;  Gallego-Ledesma, Luis;  Carranza-Garc\u00eda, Manuel;  Luna-Romera, Jos\u00e9 M.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1591','tp_links')\" style=\"cursor:pointer;\">Evaluation of the Transformer Architecture for Univariate Time Series\u00a0Forecasting<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Lecture Notes in Computer Science, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. 106-115, <\/span><span class=\"tp_pub_additional_year\">2021<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1591\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1591','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1591\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1591','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1591\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-030-85713-4_11,<br \/>\r\ntitle = {Evaluation of the Transformer Architecture for Univariate Time Series\u00a0Forecasting},<br \/>\r\nauthor = {Pedro Lara-Ben\u00edtez and Luis Gallego-Ledesma and Manuel Carranza-Garc\u00eda and Jos\u00e9 M. Luna-Romera},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-030-85713-4_11},<br \/>\r\ndoi = {10.1007\/978-3-030-85713-4_11},<br \/>\r\nyear  = {2021},<br \/>\r\ndate = {2021-01-01},<br \/>\r\njournal = {Lecture Notes in Computer Science},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {106-115},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1591','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1591\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1007\/978-3-030-85713-4_11\" title=\"https:\/\/doi.org\/10.1007\/978-3-030-85713-4_11\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-030-85713-4_11<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-030-85713-4_11\" title=\"DOI de seguimiento:10.1007\/978-3-030-85713-4_11\" target=\"_blank\">doi:10.1007\/978-3-030-85713-4_11<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1591','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2020\">2020<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">15.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Lara-Ben\u00edtez, P;  Carranza-Garc\u00eda, M;  Luna-Romera, J M;  Riquelme, J C<\/p><p class=\"tp_pub_title\"><a href=\"https:\/\/grupo.us.es\/minerva\/temporal-convolutional-networks-applied-to-energy-related-time-series-forecasting-12\/\">Temporal Convolutional Networks Applied to Energy-related Time Series Forecasting<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Applied Sciences, <\/span><span class=\"tp_pub_additional_volume\">vol. 10, <\/span><span class=\"tp_pub_additional_number\">no 7, <\/span><span class=\"tp_pub_additional_pages\">pp. 2322, <\/span><span class=\"tp_pub_additional_year\">2020<\/span><span class=\"tp_pub_additional_note\">, (JCR (2018): 2.217)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1532\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1532','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1532\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1532','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1532\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{Pedro2020,<br \/>\r\ntitle = {Temporal Convolutional Networks Applied to Energy-related Time Series Forecasting},<br \/>\r\nauthor = {P Lara-Ben\u00edtez and M Carranza-Garc\u00eda and J M Luna-Romera and J C Riquelme},<br \/>\r\ndoi = {10.3390\/app10072322},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-03-28},<br \/>\r\njournal = {Applied Sciences},<br \/>\r\nvolume = {10},<br \/>\r\nnumber = {7},<br \/>\r\npages = {2322},<br \/>\r\nnote = {JCR (2018): 2.217},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1532','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1532\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.3390\/app10072322\" title=\"DOI de seguimiento:10.3390\/app10072322\" target=\"_blank\">doi:10.3390\/app10072322<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1532','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">16.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Mac\u00edas-Garc\u00eda, Laura;  Mart\u00ednez-Ballesteros, Mar\u00eda;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Garc\u00eda-Heredia, Jos\u00e9 M.;  Garc\u00eda-Guti\u00e9rrez, Jorge;  Riquelme-Santos, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1605','tp_links')\" style=\"cursor:pointer;\">Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Artificial Intelligence in Medicine, <\/span><span class=\"tp_pub_additional_volume\">vol. 110, <\/span><span class=\"tp_pub_additional_pages\">pp. 101976, <\/span><span class=\"tp_pub_additional_year\">2020<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1605\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1605','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1605\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1605','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1605\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1016\/j.artmed.2020.101976,<br \/>\r\ntitle = {Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance},<br \/>\r\nauthor = {Laura Mac\u00edas-Garc\u00eda and Mar\u00eda Mart\u00ednez-Ballesteros and Jos\u00e9 Mar\u00eda Luna-Romera and Jos\u00e9 M. Garc\u00eda-Heredia and Jorge Garc\u00eda-Guti\u00e9rrez and Jos\u00e9 C. Riquelme-Santos},<br \/>\r\nurl = {https:\/\/doi.org\/10.1016\/j.artmed.2020.101976},<br \/>\r\ndoi = {10.1016\/j.artmed.2020.101976},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-01-01},<br \/>\r\njournal = {Artificial Intelligence in Medicine},<br \/>\r\nvolume = {110},<br \/>\r\npages = {101976},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1605','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1605\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1016\/j.artmed.2020.101976\" title=\"https:\/\/doi.org\/10.1016\/j.artmed.2020.101976\" target=\"_blank\">https:\/\/doi.org\/10.1016\/j.artmed.2020.101976<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.artmed.2020.101976\" title=\"DOI de seguimiento:10.1016\/j.artmed.2020.101976\" target=\"_blank\">doi:10.1016\/j.artmed.2020.101976<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1605','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">17.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Mart\u00edn-Fern\u00e1ndez, Jos\u00e9 David;  Luna-Romera, Jos\u00e9 Mar\u00eda;  Pontes, Beatriz;  Riquelme-Santos, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1627','tp_links')\" style=\"cursor:pointer;\">Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Advances in Intelligent Systems and Computing, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. 3-13, <\/span><span class=\"tp_pub_additional_year\">2020<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1627\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1627','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1627\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1627','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1627\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-030-20055-8_1,<br \/>\r\ntitle = {Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering},<br \/>\r\nauthor = {Jos\u00e9 David Mart\u00edn-Fern\u00e1ndez and Jos\u00e9 Mar\u00eda Luna-Romera and Beatriz Pontes and Jos\u00e9 C. Riquelme-Santos},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-030-20055-8_1},<br \/>\r\ndoi = {10.1007\/978-3-030-20055-8_1},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-01-01},<br \/>\r\njournal = {Advances in Intelligent Systems and Computing},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {3-13},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1627','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1627\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.1007\/978-3-030-20055-8_1\" title=\"https:\/\/doi.org\/10.1007\/978-3-030-20055-8_1\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-030-20055-8_1<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-030-20055-8_1\" title=\"DOI de seguimiento:10.1007\/978-3-030-20055-8_1\" target=\"_blank\">doi:10.1007\/978-3-030-20055-8_1<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1627','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2019\">2019<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">18.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Luna-Romera, J M;  N\u00fa\u00f1ez-Hern\u00e1ndez, F;  Mart\u00ednez-Ballesteros, M;  Riquelme, J C;  Ib\u00e1\u00f1ez, C. Usabiaga<\/p><p class=\"tp_pub_title\"><a href=\"https:\/\/grupo.us.es\/minerva\/analysis-of-the-evolution-of-the-spanish-labour-market-through-unsupervised-learning\/\">Analysis of the evolution of the Spanish labour market through unsupervised learning<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">IEEE Access, <\/span><span class=\"tp_pub_additional_year\">2019<\/span><span class=\"tp_pub_additional_note\">, (JCR (2018) 4.098)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1524\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1524','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1524\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1524','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1524\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{Luna-Romera2019b,<br \/>\r\ntitle = {Analysis of the evolution of the Spanish labour market through unsupervised learning},<br \/>\r\nauthor = {J M Luna-Romera and F N\u00fa\u00f1ez-Hern\u00e1ndez and M Mart\u00ednez-Ballesteros and J C Riquelme and C. Usabiaga Ib\u00e1\u00f1ez},<br \/>\r\ndoi = {10.1109\/ACCESS.2019.2935386},<br \/>\r\nyear  = {2019},<br \/>\r\ndate = {2019-09-02},<br \/>\r\njournal = {IEEE Access},<br \/>\r\nnote = {JCR (2018) 4.098},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1524','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1524\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1109\/ACCESS.2019.2935386\" title=\"DOI de seguimiento:10.1109\/ACCESS.2019.2935386\" target=\"_blank\">doi:10.1109\/ACCESS.2019.2935386<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1524','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">19.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Luna-Romera, J M;  Mart\u00ednez-Ballesteros, M;  Garc\u00eda-Guti\u00e9rrez, J;  Riquelme, J C<\/p><p class=\"tp_pub_title\"><a href=\"https:\/\/grupo.us.es\/minerva\/external-clustering-validity-index-based-on-chi-squared-statistical-test-5\/\">External Clustering Validity Index based on chi-squared statistical test<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Information Sciences, <\/span><span class=\"tp_pub_additional_year\">2019<\/span><span class=\"tp_pub_additional_note\">, (JCR(2017): 4,305)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1489\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1489','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1489\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1489','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1489\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{Luna-Romera2019,<br \/>\r\ntitle = {External Clustering Validity Index based on chi-squared statistical test},<br \/>\r\nauthor = {J M Luna-Romera and M Mart\u00ednez-Ballesteros and J Garc\u00eda-Guti\u00e9rrez and J C Riquelme},<br \/>\r\ndoi = {10.1016\/j.ins.2019.02.046},<br \/>\r\nyear  = {2019},<br \/>\r\ndate = {2019-02-18},<br \/>\r\njournal = {Information Sciences},<br \/>\r\nnote = {JCR(2017): 4,305},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1489','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1489\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.ins.2019.02.046\" title=\"DOI de seguimiento:10.1016\/j.ins.2019.02.046\" target=\"_blank\">doi:10.1016\/j.ins.2019.02.046<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1489','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2018\">2018<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">20.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Arcos-Vargas, A;  Luna-Romera, J M;  Garc\u00eda-Guti\u00e9rrez, J;  Riquelme-Santos, J C<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1484','tp_links')\" style=\"cursor:pointer;\">Contadores inteligentes: ahorros potenciales para el consumidor<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Dyna, <\/span><span class=\"tp_pub_additional_volume\">vol. 93, <\/span><span class=\"tp_pub_additional_number\">no 3, <\/span><span class=\"tp_pub_additional_pages\">pp. 683, <\/span><span class=\"tp_pub_additional_year\">2018<\/span><span class=\"tp_pub_additional_note\">, (JCR(2017): 0.522)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1484\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1484','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1484\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1484','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1484\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{algr18,<br \/>\r\ntitle = {Contadores inteligentes: ahorros potenciales para el consumidor},<br \/>\r\nauthor = {A Arcos-Vargas and J M Luna-Romera and J Garc\u00eda-Guti\u00e9rrez and J C Riquelme-Santos},<br \/>\r\ndoi = {10.6036\/8782},<br \/>\r\nyear  = {2018},<br \/>\r\ndate = {2018-01-01},<br \/>\r\njournal = {Dyna},<br \/>\r\nvolume = {93},<br \/>\r\nnumber = {3},<br \/>\r\npages = {683},<br \/>\r\nnote = {JCR(2017): 0.522},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1484','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1484\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul 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