{"id":73,"date":"2018-12-03T15:37:30","date_gmt":"2018-12-03T15:37:30","guid":{"rendered":"http:\/\/grupo.us.es\/minerva\/?post_type=team&#038;p=73"},"modified":"2026-10-08T14:11:55","modified_gmt":"2026-10-08T13:11:55","slug":"maria-martinez-ballesteros","status":"publish","type":"team","link":"https:\/\/grupo.us.es\/minerva\/equipo\/maria-martinez-ballesteros\/","title":{"rendered":"Mar\u00eda Mart\u00ednez Ballesteros"},"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;\">Mar\u00eda del Mar Mart\u00ednez Ballesteros<\/h1>\n<p><strong>Mar\u00eda del Mar Mart\u00ednez Ballesteros<\/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 aprendizaje autom\u00e1tico, inteligencia artificial explicable, selecci\u00f3n de caracter\u00edsticas y predicci\u00f3n de series temporales.<\/p>\n<p><a itemprop=\"sameAs\" href=\"https:\/\/prisma.us.es\/investigador\/2540\">Perfil de Mar\u00eda del Mar Mart\u00ednez Ballesteros 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 Mar\u00eda del Mar Mart\u00ednez Ballesteros<\/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\">78 registros<\/span> <a class=\"page-numbers button disabled\">&laquo;<\/a> <a class=\"page-numbers button disabled\">&lsaquo;<\/a> 1 de 4 <a href=\"https:\/\/grupo.us.es\/minerva\/equipo\/maria-martinez-ballesteros\/?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\/maria-martinez-ballesteros\/?limit=4&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_incollection\"><div class=\"tp_pub_number\">1.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Hiruelo-P\u00e9rez, Javier;  Herrero-M\u00edguez, Paula;  Guti\u00e9rrez-Avil\u00e9s, David;  Jim\u00e9nez-Navarro, Manuel J.;  Mart\u00ednez-Ballesteros, Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1648','tp_links')\" style=\"cursor:pointer;\">Explainable Graph Neural Networks for Omics-Based Cancer Classification<\/a> <span class=\"tp_pub_type tp_  incollection\">Book Section<\/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_volume\">vol. 2806 CCIS, <\/span><span class=\"tp_pub_additional_pages\">pp. 227\u2013236, <\/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_1648\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1648','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1648\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1648','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1648\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma285453,<br \/>\r\ntitle = {Explainable Graph Neural Networks for Omics-Based Cancer Classification},<br \/>\r\nauthor = {Javier Hiruelo-P\u00e9rez and Paula Herrero-M\u00edguez and David Guti\u00e9rrez-Avil\u00e9s and Manuel J. Jim\u00e9nez-Navarro and Mar\u00eda Mart\u00ednez-Ballesteros},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/285453},<br \/>\r\ndoi = {10.1007\/978-3-032-19763-4_21},<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 = {227\u2013236},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {incollection}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1648','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1648\" 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\/285453\" title=\"https:\/\/prisma.us.es\/publicacion\/285453\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/285453<\/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_21\" title=\"DOI de seguimiento:10.1007\/978-3-032-19763-4_21\" target=\"_blank\">doi:10.1007\/978-3-032-19763-4_21<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1648','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">2.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Reina-Jim\u00e9nez, Pablo;  Jim\u00e9nez-Navarro, Manuel Jes\u00fas;  Asencio-Cort\u00e9s, G.;  Mart\u00ednez-\u00c1lvarez, F.;  Mart\u00ednez-Ballesteros, Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1665','tp_links')\" style=\"cursor:pointer;\">A novel interpretable ozone forecasting approach based on deep learning with masked residual connections<\/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\">ENVIRONMENTAL MODELLING &amp; SOFTWARE, <\/span><span class=\"tp_pub_additional_volume\">vol. 198, <\/span><span class=\"tp_pub_additional_pages\">pp. 106878 -, <\/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_1665\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1665','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1665\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1665','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1665\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma276549,<br \/>\r\ntitle = {A novel interpretable ozone forecasting approach based on deep learning with masked residual connections},<br \/>\r\nauthor = {Pablo Reina-Jim\u00e9nez and Manuel Jes\u00fas Jim\u00e9nez-Navarro and G. Asencio-Cort\u00e9s and F. Mart\u00ednez-\u00c1lvarez and Mar\u00eda Mart\u00ednez-Ballesteros},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/276549},<br \/>\r\ndoi = {10.1016\/j.envsoft.2026.106878},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\njournal = {ENVIRONMENTAL MODELLING & SOFTWARE},<br \/>\r\nvolume = {198},<br \/>\r\npages = {106878 -},<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('1665','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1665\" 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\/276549\" title=\"https:\/\/prisma.us.es\/publicacion\/276549\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/276549<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.envsoft.2026.106878\" title=\"DOI de seguimiento:10.1016\/j.envsoft.2026.106878\" target=\"_blank\">doi:10.1016\/j.envsoft.2026.106878<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1665','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">3.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Linares-Barrera, Jaime;  Jim\u00e9nez-Navarro, Manuel J.;  Mart\u00ednez-Ballesteros, Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1666','tp_links')\" style=\"cursor:pointer;\">An Explainable Framework for Football Match Outcome Analysis Using Event-Based Data<\/a> <span class=\"tp_pub_type tp_  incollection\">Book Section<\/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_volume\">vol. 3046 CCIS, <\/span><span class=\"tp_pub_additional_pages\">pp. 183\u2013195, <\/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_1666\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1666','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1666\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1666','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1666\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma285575,<br \/>\r\ntitle = {An Explainable Framework for Football Match Outcome Analysis Using Event-Based Data},<br \/>\r\nauthor = {Jaime Linares-Barrera and Manuel J. Jim\u00e9nez-Navarro and Mar\u00eda Mart\u00ednez-Ballesteros},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/285575},<br \/>\r\ndoi = {10.1007\/978-3-032-29254-4_15},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\nbooktitle = {Communications in Computer and Information Science},<br \/>\r\nvolume = {3046 CCIS},<br \/>\r\npages = {183\u2013195},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {incollection}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1666','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1666\" 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\/285575\" title=\"https:\/\/prisma.us.es\/publicacion\/285575\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/285575<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-032-29254-4_15\" title=\"DOI de seguimiento:10.1007\/978-3-032-29254-4_15\" target=\"_blank\">doi:10.1007\/978-3-032-29254-4_15<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1666','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">4.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Rodr\u00edguez-Due\u00f1as, Aitor;  Miranda-Caram\u00e9, Iana;  Jim\u00e9nez-Navarro, M. J.;  Mart\u00ednez-Ballesteros, Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1667','tp_links')\" style=\"cursor:pointer;\">Epileptic Seizure Detection in Imbalanced Large-Scale EEG Data: A Machine Learning Approach with Explainability Analysis<\/a> <span class=\"tp_pub_type tp_  incollection\">Book Section<\/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_volume\">vol. 3046 CCIS, <\/span><span class=\"tp_pub_additional_pages\">pp. 298\u2013309, <\/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_1667\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1667','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1667\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1667','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1667\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma285574,<br \/>\r\ntitle = {Epileptic Seizure Detection in Imbalanced Large-Scale EEG Data: A Machine Learning Approach with Explainability Analysis},<br \/>\r\nauthor = {Aitor Rodr\u00edguez-Due\u00f1as and Iana Miranda-Caram\u00e9 and M. J. Jim\u00e9nez-Navarro and Mar\u00eda Mart\u00ednez-Ballesteros},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/285574},<br \/>\r\ndoi = {10.1007\/978-3-032-29254-4_24},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\nbooktitle = {Communications in Computer and Information Science},<br \/>\r\nvolume = {3046 CCIS},<br \/>\r\npages = {298\u2013309},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {incollection}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1667','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1667\" 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\/285574\" title=\"https:\/\/prisma.us.es\/publicacion\/285574\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/285574<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-032-29254-4_24\" title=\"DOI de seguimiento:10.1007\/978-3-032-29254-4_24\" target=\"_blank\">doi:10.1007\/978-3-032-29254-4_24<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1667','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">5.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Miranda-Caram\u00e9, Iana;  Rodr\u00edguez-Due\u00f1as, Aitor;  Jim\u00e9nez-Navarro, M. J.;  Mart\u00ednez-Ballesteros, Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1668','tp_links')\" style=\"cursor:pointer;\">Explainable Analysis of Fake Instagram Account Detection Using Graph and Behavioral Features<\/a> <span class=\"tp_pub_type tp_  incollection\">Book Section<\/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_volume\">vol. 3046 CCIS, <\/span><span class=\"tp_pub_additional_pages\">pp. 323\u2013334, <\/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_1668\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1668','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1668\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1668','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1668\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma285573,<br \/>\r\ntitle = {Explainable Analysis of Fake Instagram Account Detection Using Graph and Behavioral Features},<br \/>\r\nauthor = {Iana Miranda-Caram\u00e9 and Aitor Rodr\u00edguez-Due\u00f1as and M. J. Jim\u00e9nez-Navarro and Mar\u00eda Mart\u00ednez-Ballesteros},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/285573},<br \/>\r\ndoi = {10.1007\/978-3-032-29254-4_26},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\nbooktitle = {Communications in Computer and Information Science},<br \/>\r\nvolume = {3046 CCIS},<br \/>\r\npages = {323\u2013334},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {incollection}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1668','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1668\" 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\/285573\" title=\"https:\/\/prisma.us.es\/publicacion\/285573\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/285573<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-032-29254-4_26\" title=\"DOI de seguimiento:10.1007\/978-3-032-29254-4_26\" target=\"_blank\">doi:10.1007\/978-3-032-29254-4_26<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1668','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">6.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Meseguer-G\u00f3mez, Jos\u00e9 Ignacio;  Reina-Jim\u00e9nez, Pablo;  Jim\u00e9nez-Navarro, Manuel Jes\u00fas;  Mart\u00ednez-Ballesteros, Mar\u00eda;  Riquelme-Santos, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1669','tp_links')\" style=\"cursor:pointer;\">Exploring Zero-Shot Learning for Time Series Forecasting Using Large Language Models<\/a> <span class=\"tp_pub_type tp_  incollection\">Book Section<\/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_volume\">vol. 2806 CCIS, <\/span><span class=\"tp_pub_additional_pages\">pp. 217\u2013226, <\/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_1669\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1669','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1669\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1669','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1669\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma285452,<br \/>\r\ntitle = {Exploring Zero-Shot Learning for Time Series Forecasting Using Large Language Models},<br \/>\r\nauthor = {Jos\u00e9 Ignacio Meseguer-G\u00f3mez and Pablo Reina-Jim\u00e9nez and Manuel Jes\u00fas Jim\u00e9nez-Navarro and Mar\u00eda Mart\u00ednez-Ballesteros and Jos\u00e9 C. Riquelme-Santos},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/285452},<br \/>\r\ndoi = {10.1007\/978-3-032-19763-4_20},<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 = {217\u2013226},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {incollection}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1669','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1669\" 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\/285452\" title=\"https:\/\/prisma.us.es\/publicacion\/285452\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/285452<\/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_20\" title=\"DOI de seguimiento:10.1007\/978-3-032-19763-4_20\" target=\"_blank\">doi:10.1007\/978-3-032-19763-4_20<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1669','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">7.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Reina-Jim\u00e9nez, Pablo;  Mart\u00ednez-Ballesteros, Mar\u00eda;  Riquelme, Jos\u00e9 C.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1686','tp_links')\" style=\"cursor:pointer;\">Deep Learning or Trees? A Trade-off Analysis for Multivariate Time Series Forecasting<\/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\">Lecture Notes in Computer Science, <\/span><span class=\"tp_pub_additional_pages\">pp. 616\u2013627, <\/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_1686\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1686','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1686\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1686','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1686\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma270993,<br \/>\r\ntitle = {Deep Learning or Trees? A Trade-off Analysis for Multivariate Time Series Forecasting},<br \/>\r\nauthor = {Pablo Reina-Jim\u00e9nez and Mar\u00eda Mart\u00ednez-Ballesteros and Jos\u00e9 C. Riquelme},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/270993},<br \/>\r\ndoi = {10.1007\/978-3-032-02725-2_48},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\nbooktitle = {Lecture Notes in Computer Science},<br \/>\r\nvolume = {16008 LNCS},<br \/>\r\npages = {616\u2013627},<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('1686','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1686\" 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\/270993\" title=\"https:\/\/prisma.us.es\/publicacion\/270993\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/270993<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-032-02725-2_48\" title=\"DOI de seguimiento:10.1007\/978-3-032-02725-2_48\" target=\"_blank\">doi:10.1007\/978-3-032-02725-2_48<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1686','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\"> Reina-Jim\u00e9nez, Pablo;  Mart\u00ednez-Ballesteros, Mar\u00eda;  Santos, Jos\u00e9 Crist\u00f3bal Riquelme<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1688','tp_links')\" style=\"cursor:pointer;\">Tree-based vs. deep learning in time series: A prescriptive framework for performance-driven model selection<\/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 SOFT COMPUTING, <\/span><span class=\"tp_pub_additional_volume\">vol. 195, <\/span><span class=\"tp_pub_additional_pages\">pp. 114983 -, <\/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_1688\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1688','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1688\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1688','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1688\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma280913,<br \/>\r\ntitle = {Tree-based vs. deep learning in time series: A prescriptive framework for performance-driven model selection},<br \/>\r\nauthor = {Pablo Reina-Jim\u00e9nez and Mar\u00eda Mart\u00ednez-Ballesteros and Jos\u00e9 Crist\u00f3bal Riquelme Santos},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/280913},<br \/>\r\ndoi = {10.1016\/j.asoc.2026.114983},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\njournal = {APPLIED SOFT COMPUTING},<br \/>\r\nvolume = {195},<br \/>\r\npages = {114983 -},<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('1688','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1688\" 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\/280913\" title=\"https:\/\/prisma.us.es\/publicacion\/280913\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/280913<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.asoc.2026.114983\" title=\"DOI de seguimiento:10.1016\/j.asoc.2026.114983\" target=\"_blank\">doi:10.1016\/j.asoc.2026.114983<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1688','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">9.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Hiruelo-P\u00e9rez, Javier;  Garc\u00eda-Heredia, Jos\u00e9 M.;  Guti\u00e9rrez-Avil\u00e9s, David; del Mar Mart\u00ednez-Ballesteros, Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1651','tp_links')\" style=\"cursor:pointer;\">Triclustering-Based Analysis of Circadian Gene Expression Patterns<\/a> <span class=\"tp_pub_type tp_  incollection\">Book Section<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_booktitle\">Lecture Notes in Computer Science, <\/span><span class=\"tp_pub_additional_volume\">vol. 16148 LNBI, <\/span><span class=\"tp_pub_additional_pages\">pp. 540\u2013554, <\/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_1651\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1651','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1651\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1651','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1651\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma275345,<br \/>\r\ntitle = {Triclustering-Based Analysis of Circadian Gene Expression Patterns},<br \/>\r\nauthor = {Javier Hiruelo-P\u00e9rez and Jos\u00e9 M. Garc\u00eda-Heredia and David Guti\u00e9rrez-Avil\u00e9s and Mar\u00eda del Mar Mart\u00ednez-Ballesteros},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/275345},<br \/>\r\ndoi = {10.1007\/978-3-032-10661-2_40},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\nbooktitle = {Lecture Notes in Computer Science},<br \/>\r\nvolume = {16148 LNBI},<br \/>\r\npages = {540\u2013554},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {incollection}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1651','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1651\" 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\/275345\" title=\"https:\/\/prisma.us.es\/publicacion\/275345\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/275345<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-032-10661-2_40\" title=\"DOI de seguimiento:10.1007\/978-3-032-10661-2_40\" target=\"_blank\">doi:10.1007\/978-3-032-10661-2_40<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1651','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">10.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A.R., Troncoso-Garc\u00eda;  Troncoso-Garc\u00eda, A. R.;  Mar, Mart\u00ednez-Ballesteros Mar\u00eda;  F., Mart\u00ednez-\u00c1lvarez;  Mart\u00ednez\u2013\u00c1lvarez, Francisco;  A., Troncoso;  Troncoso, Alicia<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1687','tp_links')\" style=\"cursor:pointer;\">Feature Importance in Association Rule-Based Explanations for Time Series Forecasting<\/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\">Lecture Notes in Computer Science, <\/span><span class=\"tp_pub_additional_pages\">pp. 237\u2013248, <\/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_1687\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1687','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1687\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1687','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1687\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma273188,<br \/>\r\ntitle = {Feature Importance in Association Rule-Based Explanations for Time Series Forecasting},<br \/>\r\nauthor = {Troncoso-Garc\u00eda A.R. and A. R. Troncoso-Garc\u00eda and Mart\u00ednez-Ballesteros Mar\u00eda Mar and Mart\u00ednez-\u00c1lvarez F. and Francisco Mart\u00ednez\u2013\u00c1lvarez and Troncoso A. and Alicia Troncoso},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/273188},<br \/>\r\ndoi = {10.1007\/978-3-032-10489-2_20},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\nbooktitle = {Lecture Notes in Computer Science},<br \/>\r\nvolume = {16239 LNCS},<br \/>\r\npages = {237\u2013248},<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('1687','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1687\" 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\/273188\" title=\"https:\/\/prisma.us.es\/publicacion\/273188\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/273188<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-032-10489-2_20\" title=\"DOI de seguimiento:10.1007\/978-3-032-10489-2_20\" target=\"_blank\">doi:10.1007\/978-3-032-10489-2_20<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1687','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2025\">2025<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">11.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Troncoso-Garc\u00eda, A. R.;  Mart\u00ednez-Ballesteros, M.;  Mart\u00ednez-\u00c1lvarez, F.;  Troncoso, A.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1689','tp_links')\" style=\"cursor:pointer;\">A new metric based on association rules to assess feature-attribution explainability techniques for 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\">IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, <\/span><span class=\"tp_pub_additional_volume\">vol. 47, <\/span><span class=\"tp_pub_additional_number\">no 5, <\/span><span class=\"tp_pub_additional_pages\">pp. 4140\u20134155, <\/span><span class=\"tp_pub_additional_year\">2025<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1689\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1689','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1689\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1689','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1689\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma258480,<br \/>\r\ntitle = {A new metric based on association rules to assess feature-attribution explainability techniques for time series forecasting},<br \/>\r\nauthor = {A. R. Troncoso-Garc\u00eda and M. Mart\u00ednez-Ballesteros and F. Mart\u00ednez-\u00c1lvarez and A. Troncoso},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/258480},<br \/>\r\ndoi = {10.1109\/tpami.2025.3540513},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE},<br \/>\r\nvolume = {47},<br \/>\r\nnumber = {5},<br \/>\r\npages = {4140\u20134155},<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('1689','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1689\" 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\/258480\" title=\"https:\/\/prisma.us.es\/publicacion\/258480\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/258480<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1109\/tpami.2025.3540513\" title=\"DOI de seguimiento:10.1109\/tpami.2025.3540513\" target=\"_blank\">doi:10.1109\/tpami.2025.3540513<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1689','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\"> Habtemariam, E. T.;  Mart\u00ednez-Ballesteros, M.;  Troncoso, A.;  Mart\u00ednez-\u00c1lvarez, F.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1690','tp_links')\" style=\"cursor:pointer;\">A novel approach based on clustering and optimized ensemble deep learning for energy consumption forecasting in Ethiopia<\/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. 637, <\/span><span class=\"tp_pub_additional_year\">2025<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1690\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1690','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1690\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1690','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1690\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma261019,<br \/>\r\ntitle = {A novel approach based on clustering and optimized ensemble deep learning for energy consumption forecasting in Ethiopia},<br \/>\r\nauthor = {E. T. Habtemariam and M. Mart\u00ednez-Ballesteros and A. Troncoso and F. Mart\u00ednez-\u00c1lvarez},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/261019},<br \/>\r\ndoi = {10.1016\/j.neucom.2025.130027},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {NEUROCOMPUTING},<br \/>\r\nvolume = {637},<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('1690','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1690\" 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\/261019\" title=\"https:\/\/prisma.us.es\/publicacion\/261019\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/261019<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.neucom.2025.130027\" title=\"DOI de seguimiento:10.1016\/j.neucom.2025.130027\" target=\"_blank\">doi:10.1016\/j.neucom.2025.130027<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1690','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">13.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Wang, Ziwei;  Koprinska, Irena;  Mart\u00ednez-Ballesteros, M.;  Troncoso, Alicia;  Jeffries, Bryn<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1692','tp_links')\" style=\"cursor:pointer;\">Comparison of Explainable Machine Learning Methods for Early Prediction of Student Performance in Programming Courses<\/a> <span class=\"tp_pub_type tp_  incollection\">Book Section<\/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_volume\">vol. 2591 CCIS, <\/span><span class=\"tp_pub_additional_pages\">pp. 161\u2013168, <\/span><span class=\"tp_pub_additional_year\">2025<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1692\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1692','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1692\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1692','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1692\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma265404,<br \/>\r\ntitle = {Comparison of Explainable Machine Learning Methods for Early Prediction of Student Performance in Programming Courses},<br \/>\r\nauthor = {Ziwei Wang and Irena Koprinska and M. Mart\u00ednez-Ballesteros and Alicia Troncoso and Bryn Jeffries},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/265404},<br \/>\r\ndoi = {10.1007\/978-3-031-99264-3_20},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\nbooktitle = {Communications in Computer and Information Science},<br \/>\r\nvolume = {2591 CCIS},<br \/>\r\npages = {161\u2013168},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {incollection}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1692','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1692\" 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\/265404\" title=\"https:\/\/prisma.us.es\/publicacion\/265404\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/265404<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-99264-3_20\" title=\"DOI de seguimiento:10.1007\/978-3-031-99264-3_20\" target=\"_blank\">doi:10.1007\/978-3-031-99264-3_20<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1692','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\"> Kecorius, Simonas;  Madue\u00f1o, Leizel;  Plau\u0161kait\u0117, Kristina;  By\u010denkien\u0117, Steigvil\u0117;  Lovri\u0107, Mario;  Petri\u0107, Valentino;  Carranza-Garc\u00eda, Manuel;  Jim\u00e9nez-Navarro, Manuel J.; del Mar Mart\u00ednez-Ballesteros, Mar\u00eda;  Kecorius, Gaudentas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1642','tp_links')\" style=\"cursor:pointer;\">Road-traffic emissions of ultrafine particles and elemental black carbon in six Northern European cities<\/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\">Environmental Advances, <\/span><span class=\"tp_pub_additional_volume\">vol. 21, <\/span><span class=\"tp_pub_additional_year\">2025<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1642\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1642','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1642\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1642','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1642\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma265401,<br \/>\r\ntitle = {Road-traffic emissions of ultrafine particles and elemental black carbon in six Northern European cities},<br \/>\r\nauthor = {Simonas Kecorius and Leizel Madue\u00f1o and Kristina Plau\u0161kait\u0117 and Steigvil\u0117 By\u010denkien\u0117 and Mario Lovri\u0107 and Valentino Petri\u0107 and Manuel Carranza-Garc\u00eda and Manuel J. Jim\u00e9nez-Navarro and Mar\u00eda del Mar Mart\u00ednez-Ballesteros and Gaudentas Kecorius},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/265401},<br \/>\r\ndoi = {10.1016\/j.envadv.2025.100661},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {Environmental Advances},<br \/>\r\nvolume = {21},<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('1642','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1642\" 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\/265401\" title=\"https:\/\/prisma.us.es\/publicacion\/265401\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/265401<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.envadv.2025.100661\" title=\"DOI de seguimiento:10.1016\/j.envadv.2025.100661\" target=\"_blank\">doi:10.1016\/j.envadv.2025.100661<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1642','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">15.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Kecorius, Simonas;  Madue\u00f1o, Leizel;  Birmili, Wolfram;  L\u00f6ndahl, Jakob;  Plau\u0161kait\u0117, Kristina;  By\u010denkien\u0117, Steigvil\u0117;  Lovri\u0107, Mario;  Petri\u0107, Valentino;  Carranza-Garc\u00eda, Manuel;  Jim\u00e9nez-Navarro, Manuel J.; del Mar Mart\u00ednez-Ballesteros, Mar\u00eda;  Weiss, Magdalena;  Schmid, Otmar;  Cyrys, Josef;  Peters, Annette;  Kecorius, Gaudentas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1643','tp_links')\" style=\"cursor:pointer;\">Urban Pollution Impact Assessment in Six Lithuanian Cities With a Focus on Road Traffic Emissions - Integrated Framework for Environmental Health Studies<\/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\">JOURNAL OF HAZARDOUS MATERIALS, <\/span><span class=\"tp_pub_additional_volume\">vol. 497, <\/span><span class=\"tp_pub_additional_pages\">pp. 139725 -, <\/span><span class=\"tp_pub_additional_year\">2025<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1643\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1643','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1643\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1643','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1643\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma268015,<br \/>\r\ntitle = {Urban Pollution Impact Assessment in Six Lithuanian Cities With a Focus on Road Traffic Emissions - Integrated Framework for Environmental Health Studies},<br \/>\r\nauthor = {Simonas Kecorius and Leizel Madue\u00f1o and Wolfram Birmili and Jakob L\u00f6ndahl and Kristina Plau\u0161kait\u0117 and Steigvil\u0117 By\u010denkien\u0117 and Mario Lovri\u0107 and Valentino Petri\u0107 and Manuel Carranza-Garc\u00eda and Manuel J. Jim\u00e9nez-Navarro and Mar\u00eda del Mar Mart\u00ednez-Ballesteros and Magdalena Weiss and Otmar Schmid and Josef Cyrys and Annette Peters and Gaudentas Kecorius},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/268015},<br \/>\r\ndoi = {10.1016\/j.jhazmat.2025.139725},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {JOURNAL OF HAZARDOUS MATERIALS},<br \/>\r\nvolume = {497},<br \/>\r\npages = {139725 -},<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('1643','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1643\" 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\/268015\" title=\"https:\/\/prisma.us.es\/publicacion\/268015\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/268015<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.jhazmat.2025.139725\" title=\"DOI de seguimiento:10.1016\/j.jhazmat.2025.139725\" target=\"_blank\">doi:10.1016\/j.jhazmat.2025.139725<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1643','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">16.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Herruzo-Lodeiro, Cristina;  Rodr\u00edguez-D\u00edaz, Francesc;  Troncoso, Alicia; del Mar Mart\u00ednez-Ballesteros, Mar\u00eda<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1691','tp_links')\" style=\"cursor:pointer;\">Bioinspired evolutionary metaheuristic based on COVID spread for discovering numerical association rules<\/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\">Proceedings of the 40th ACM\/SIGAPP Symposium on Applied Computing, <\/span><span class=\"tp_pub_additional_pages\">pp. 138\u2013144, <\/span><span class=\"tp_pub_additional_year\">2025<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1691\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1691','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1691\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1691','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1691\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma263140,<br \/>\r\ntitle = {Bioinspired evolutionary metaheuristic based on COVID spread for discovering numerical association rules},<br \/>\r\nauthor = {Cristina Herruzo-Lodeiro and Francesc Rodr\u00edguez-D\u00edaz and Alicia Troncoso and Mar\u00eda del Mar Mart\u00ednez-Ballesteros},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/263140},<br \/>\r\ndoi = {10.1145\/3672608.3707787},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\nbooktitle = {Proceedings of the 40th ACM\/SIGAPP Symposium on Applied Computing},<br \/>\r\npages = {138\u2013144},<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('1691','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1691\" 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\/263140\" title=\"https:\/\/prisma.us.es\/publicacion\/263140\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/263140<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1145\/3672608.3707787\" title=\"DOI de seguimiento:10.1145\/3672608.3707787\" target=\"_blank\">doi:10.1145\/3672608.3707787<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1691','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">17.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> M\u00e1rquez, Bel\u00e9n Vega;  Ballesteros, Mar\u00eda Mar Mart\u00ednez;  Navarro, Manuel Jes\u00fas Jim\u00e9nez<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1672','tp_links')\" style=\"cursor:pointer;\">Utilizaci\u00f3n de Socrative en el seguimiento y evaluaci\u00f3n de clases de ingenier\u00eda inform\u00e1tica<\/a> <span class=\"tp_pub_type tp_  incollection\">Book Section<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_booktitle\">Acciones educativas innovadoras en el \u00e1mbito universitario, <\/span><span class=\"tp_pub_additional_pages\">pp. 1097\u20131122, <\/span><span class=\"tp_pub_additional_year\">2025<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1672\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1672','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1672\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1672','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1672\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma261707,<br \/>\r\ntitle = {Utilizaci\u00f3n de Socrative en el seguimiento y evaluaci\u00f3n de clases de ingenier\u00eda inform\u00e1tica},<br \/>\r\nauthor = {Bel\u00e9n Vega M\u00e1rquez and Mar\u00eda Mar Mart\u00ednez Ballesteros and Manuel Jes\u00fas Jim\u00e9nez Navarro},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/261707},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\nbooktitle = {Acciones educativas innovadoras en el \u00e1mbito universitario},<br \/>\r\npages = {1097\u20131122},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {incollection}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1672','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1672\" 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\/261707\" title=\"https:\/\/prisma.us.es\/publicacion\/261707\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/261707<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1672','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">18.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Tefera, Ejigu;  Kekeba, Kula;  Babu, B. Ravindra;  Mart\u00b4\u0131nez-Ballesteros, M.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1693','tp_links')\" style=\"cursor:pointer;\">Nonlinear Ensemble Deep Learning Model for Energy Consumption Prediction with Bayesian Optimization<\/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\">Communications on Applied Nonlinear Analysis, <\/span><span class=\"tp_pub_additional_volume\">vol. 32, <\/span><span class=\"tp_pub_additional_number\">no 1, <\/span><span class=\"tp_pub_additional_pages\">pp. 155\u2013172, <\/span><span class=\"tp_pub_additional_year\">2025<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1693\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1693','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1693\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1693','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1693\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma253728,<br \/>\r\ntitle = {Nonlinear Ensemble Deep Learning Model for Energy Consumption Prediction with Bayesian Optimization},<br \/>\r\nauthor = {Ejigu Tefera and Kula Kekeba and B. Ravindra Babu and M. Mart\u00b4\u0131nez-Ballesteros},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/253728},<br \/>\r\ndoi = {10.52783\/cana.v32.1628},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {Communications on Applied Nonlinear Analysis},<br \/>\r\nvolume = {32},<br \/>\r\nnumber = {1},<br \/>\r\npages = {155\u2013172},<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('1693','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1693\" 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\/253728\" title=\"https:\/\/prisma.us.es\/publicacion\/253728\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/253728<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.52783\/cana.v32.1628\" title=\"DOI de seguimiento:10.52783\/cana.v32.1628\" target=\"_blank\">doi:10.52783\/cana.v32.1628<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1693','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\">19.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Jim\u00c9nez-Navarro, M J;  Mart\u00cdnez-Ballesteros, M;  Brito, I S;  Mart\u00cdnez-\u00c1lvarez, F;  Asencio-Cort\u00c9s, G<\/p><p class=\"tp_pub_title\"><a href=\"https:\/\/grupo.us.es\/minerva\/embedded-feature-selection-for-neural-networks-via-learnable-drop-layer\/\">Embedded feature selection for neural networks via learnable drop layer<\/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\">Logic Journal of the IGPL, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. N\/A, <\/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_1595\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1595','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1595\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1595','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1595\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1093\/jigpal\/jzae062,<br \/>\r\ntitle = {Embedded feature selection for neural networks via learnable drop layer},<br \/>\r\nauthor = {M J Jim\u00c9nez-Navarro and M Mart\u00cdnez-Ballesteros and I S Brito and F Mart\u00cdnez-\u00c1lvarez and G Asencio-Cort\u00c9s},<br \/>\r\nurl = {https:\/\/doi.org\/10.1093\/jigpal\/jzae062},<br \/>\r\ndoi = {10.1093\/jigpal\/jzae062},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\njournal = {Logic Journal of the IGPL},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {N\/A},<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('1595','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1595\" 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\/10.1093\/jigpal\/jzae062\" title=\"https:\/\/doi.org\/10.1093\/jigpal\/jzae062\" target=\"_blank\">https:\/\/doi.org\/10.1093\/jigpal\/jzae062<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1093\/jigpal\/jzae062\" title=\"DOI de seguimiento:10.1093\/jigpal\/jzae062\" target=\"_blank\">doi:10.1093\/jigpal\/jzae062<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1595','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">20.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Jim\u00e9nez-Navarro, M J;  Mart\u00ednez-Ballesteros, M;  Mart\u00ednez-\u00c1lvarez, F;  Troncoso, A;  Asencio-Cort\u00e9s, G<\/p><p class=\"tp_pub_title\"><a href=\"https:\/\/grupo.us.es\/minerva\/from-simple-to-complex-a-sequential-method-for-enhancing-time-series-forecasting-with-deep-learning\/\">From simple to complex: a sequential method for enhancing time series forecasting 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\">Logic Journal of the IGPL, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. N\/A, <\/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_1596\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1596','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1596\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1596','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1596\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1093\/jigpal\/jzae030,<br \/>\r\ntitle = {From simple to complex: a sequential method for enhancing time series forecasting with deep learning},<br \/>\r\nauthor = {M J Jim\u00e9nez-Navarro and M Mart\u00ednez-Ballesteros and F Mart\u00ednez-\u00c1lvarez and A Troncoso and G Asencio-Cort\u00e9s},<br \/>\r\nurl = {https:\/\/doi.org\/10.1093\/jigpal\/jzae030},<br \/>\r\ndoi = {10.1093\/jigpal\/jzae030},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\njournal = {Logic Journal of the IGPL},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {N\/A},<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('1596','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1596\" 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\/10.1093\/jigpal\/jzae030\" title=\"https:\/\/doi.org\/10.1093\/jigpal\/jzae030\" target=\"_blank\">https:\/\/doi.org\/10.1093\/jigpal\/jzae030<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1093\/jigpal\/jzae030\" title=\"DOI de seguimiento:10.1093\/jigpal\/jzae030\" target=\"_blank\">doi:10.1093\/jigpal\/jzae030<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1596','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><\/div><div class=\"tablenav\"><div class=\"tablenav-pages\"><span class=\"displaying-num\">78 registros<\/span> <a class=\"page-numbers button disabled\">&laquo;<\/a> <a class=\"page-numbers button disabled\">&lsaquo;<\/a> 1 de 4 <a href=\"https:\/\/grupo.us.es\/minerva\/equipo\/maria-martinez-ballesteros\/?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\/maria-martinez-ballesteros\/?limit=4&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><\/div>\n<p><script>\n(function(){function enhanceMinervaPublications(){var root=document.querySelector('.minerva-profile-publications');if(!root)return;var search=root.querySelector('#tp_search_input_field');if(search){search.placeholder='T\u00edtulo, autor o palabra clave';search.setAttribute('aria-label','Buscar publicaciones por t\u00edtulo, autor o palabra clave');}var types=root.querySelector('#type');if(types){Array.from(types.options).forEach(function(option){if(option.value==='incollection')option.textContent='Contribuciones en libros';if(option.value==='inproceedings')option.textContent='Art\u00edculos de congresos';});}}\nif(document.readyState==='loading')document.addEventListener('DOMContentLoaded',enhanceMinervaPublications);else enhanceMinervaPublications();})();\n<\/script><\/p>\n","protected":false},"author":1,"featured_media":712,"menu_order":7,"template":"","team_designation":[46],"team_department":[],"class_list":["post-73","team","type-team","status-publish","has-post-thumbnail","hentry","team_designation-catedratica-de-universidad","post-item clearfix"],"_links":{"self":[{"href":"https:\/\/grupo.us.es\/minerva\/wp-json\/wp\/v2\/team\/73","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grupo.us.es\/minerva\/wp-json\/wp\/v2\/team"}],"about":[{"href":"https:\/\/grupo.us.es\/minerva\/wp-json\/wp\/v2\/types\/team"}],"author":[{"embeddable":true,"href":"https:\/\/grupo.us.es\/minerva\/wp-json\/wp\/v2\/users\/1"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/grupo.us.es\/minerva\/wp-json\/wp\/v2\/media\/712"}],"wp:attachment":[{"href":"https:\/\/grupo.us.es\/minerva\/wp-json\/wp\/v2\/media?parent=73"}],"wp:term":[{"taxonomy":"team_designation","embeddable":true,"href":"https:\/\/grupo.us.es\/minerva\/wp-json\/wp\/v2\/team_designation?post=73"},{"taxonomy":"team_department","embeddable":true,"href":"https:\/\/grupo.us.es\/minerva\/wp-json\/wp\/v2\/team_department?post=73"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}