{"id":719,"date":"2024-10-02T20:19:58","date_gmt":"2024-10-02T19:19:58","guid":{"rendered":"https:\/\/grupo.us.es\/minerva\/?post_type=team&#038;p=719"},"modified":"2026-10-08T14:13:32","modified_gmt":"2026-10-08T13:13:32","slug":"david-gutierrez-aviles","status":"publish","type":"team","link":"https:\/\/grupo.us.es\/minerva\/equipo\/david-gutierrez-aviles\/","title":{"rendered":"David Guti\u00e9rrez Avil\u00e9s"},"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;\">David Guti\u00e9rrez Avil\u00e9s<\/h1>\n<p><strong>David Guti\u00e9rrez Avil\u00e9s<\/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 cu\u00e1ntico, bioinform\u00e1tica, triclustering y redes neuronales de grafos explicables.<\/p>\n<p><a itemprop=\"sameAs\" href=\"https:\/\/prisma.us.es\/investigador\/7594\">Perfil de David Guti\u00e9rrez Avil\u00e9s 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 David Guti\u00e9rrez Avil\u00e9s<\/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\">41 registros<\/span> <a class=\"page-numbers button disabled\">&laquo;<\/a> <a class=\"page-numbers button disabled\">&lsaquo;<\/a> 1 de 3 <a href=\"https:\/\/grupo.us.es\/minerva\/equipo\/david-gutierrez-aviles\/?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\/david-gutierrez-aviles\/?limit=3&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\"> Martin-P\u00e9rez, D;  Rodriguez-Diaz, F;  Guti\u00e9rrez-Avil\u00e9s, D;  Troncoso, A;  Martinez-Alvarez, F<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1650','tp_links')\" style=\"cursor:pointer;\">Hybrid Classical-Quantum Transfer Learning with Noisy Quantum Circuits<\/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\">CMES-COMPUTER MODELING IN ENGINEERING &amp; SCIENCES, <\/span><span class=\"tp_pub_additional_volume\">vol. 148, <\/span><span class=\"tp_pub_additional_number\">no 1, <\/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_1650\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1650','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1650\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1650','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1650\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma287471,<br \/>\r\ntitle = {Hybrid Classical-Quantum Transfer Learning with Noisy Quantum Circuits},<br \/>\r\nauthor = {D Martin-P\u00e9rez and F Rodriguez-Diaz and D Guti\u00e9rrez-Avil\u00e9s and A Troncoso and F Martinez-Alvarez},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/287471},<br \/>\r\ndoi = {10.32604\/cmes.2026.082712},<br \/>\r\nyear  = {2026},<br \/>\r\ndate = {2026-01-01},<br \/>\r\njournal = {CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES},<br \/>\r\nvolume = {148},<br \/>\r\nnumber = {1},<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('1650','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1650\" 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\/287471\" title=\"https:\/\/prisma.us.es\/publicacion\/287471\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/287471<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.32604\/cmes.2026.082712\" title=\"DOI de seguimiento:10.32604\/cmes.2026.082712\" target=\"_blank\">doi:10.32604\/cmes.2026.082712<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1650','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">2.<\/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_incollection\"><div class=\"tp_pub_number\">3.<\/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\">4.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Rojas-Garc\u00eda, I.;  Rodr\u00edguez-D\u00edaz, F.;  Guti\u00e9rrez-Avil\u00e9s, D.;  Troncoso, A.;  Martinez-\u00c1lvarez, F.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1647','tp_links')\" style=\"cursor:pointer;\">A Practical Implementation of Quantum LSTM Using Qiskit and PyTorch<\/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. 347\u2013356, <\/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_1647\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1647','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1647\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1647','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1647\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma286643,<br \/>\r\ntitle = {A Practical Implementation of Quantum LSTM Using Qiskit and PyTorch},<br \/>\r\nauthor = {I. Rojas-Garc\u00eda and F. Rodr\u00edguez-D\u00edaz and D. Guti\u00e9rrez-Avil\u00e9s and A. Troncoso and F. Martinez-\u00c1lvarez},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/286643},<br \/>\r\ndoi = {10.1007\/978-3-032-19763-4_32},<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 = {347\u2013356},<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('1647','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1647\" 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\/286643\" title=\"https:\/\/prisma.us.es\/publicacion\/286643\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/286643<\/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_32\" title=\"DOI de seguimiento:10.1007\/978-3-032-19763-4_32\" target=\"_blank\">doi:10.1007\/978-3-032-19763-4_32<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1647','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\"> Rodr\u00edguez-D\u00edaz, F.;  Guti\u00e9rrez-Avil\u00e9s, D.;  Troncoso, A.;  Mart\u00ednez-\u00c1lvarez, F.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1649','tp_links')\" style=\"cursor:pointer;\">Gate Value Quantification for Efficient Quantum Machine Learning Circuits<\/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. 429\u2013438, <\/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_1649\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1649','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1649\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1649','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1649\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma286642,<br \/>\r\ntitle = {Gate Value Quantification for Efficient Quantum Machine Learning Circuits},<br \/>\r\nauthor = {F. Rodr\u00edguez-D\u00edaz and D. Guti\u00e9rrez-Avil\u00e9s and A. Troncoso and F. Mart\u00ednez-\u00c1lvarez},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/286642},<br \/>\r\ndoi = {10.1007\/978-3-032-29254-4_34},<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 = {429\u2013438},<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('1649','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1649\" 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\/286642\" title=\"https:\/\/prisma.us.es\/publicacion\/286642\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/286642<\/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_34\" title=\"DOI de seguimiento:10.1007\/978-3-032-29254-4_34\" target=\"_blank\">doi:10.1007\/978-3-032-29254-4_34<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1649','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\">6.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Guti\u00e9rrez-Avil\u00e9s, David;  Jim\u00e9nez-Navarro, Manuel Jes\u00fas;  Torres, Jos\u00e9 Francisco;  Mart\u00ednez-\u00c1lvarez, Francisco<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1653','tp_links')\" style=\"cursor:pointer;\">MetaGen: A framework for metaheuristic development and hyperparameter optimization in machine and 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. 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_1653\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1653','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1653\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1653','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1653\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma262384,<br \/>\r\ntitle = {MetaGen: A framework for metaheuristic development and hyperparameter optimization in machine and deep learning},<br \/>\r\nauthor = {David Guti\u00e9rrez-Avil\u00e9s and Manuel Jes\u00fas Jim\u00e9nez-Navarro and Jos\u00e9 Francisco Torres and Francisco Mart\u00ednez-\u00c1lvarez},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/262384},<br \/>\r\ndoi = {10.1016\/j.neucom.2025.130046},<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('1653','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1653\" 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\/262384\" title=\"https:\/\/prisma.us.es\/publicacion\/262384\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/262384<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.neucom.2025.130046\" title=\"DOI de seguimiento:10.1016\/j.neucom.2025.130046\" target=\"_blank\">doi:10.1016\/j.neucom.2025.130046<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1653','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\"> Rodr\u00edguez-D\u00edaz, Francesc;  Guti\u00e9rrez\u2010Avil\u00e9s, David;  Troncoso, Alicia;  Mart\u00ednez\u2010\u00c1lvarez, Francisco<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1652','tp_links')\" style=\"cursor:pointer;\">A Survey of Quantum Machine Learning: Foundations, Algorithms, Frameworks, Data and Applications<\/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\">ACM COMPUTING SURVEYS, <\/span><span class=\"tp_pub_additional_volume\">vol. 58, <\/span><span class=\"tp_pub_additional_number\">no 4, <\/span><span class=\"tp_pub_additional_pages\">pp. 1\u201335, <\/span><span class=\"tp_pub_additional_year\">2025<\/span><span class=\"tp_pub_additional_note\">, (Tipo en PRISMA: Revisi\u00f3n.)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1652\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1652','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1652\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1652','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1652\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma270372,<br \/>\r\ntitle = {A Survey of Quantum Machine Learning: Foundations, Algorithms, Frameworks, Data and Applications},<br \/>\r\nauthor = {Francesc Rodr\u00edguez-D\u00edaz and David Guti\u00e9rrez\u2010Avil\u00e9s and Alicia Troncoso and Francisco Mart\u00ednez\u2010\u00c1lvarez},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/270372},<br \/>\r\ndoi = {10.1145\/3764582},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\nurldate = {2025-01-01},<br \/>\r\nbooktitle = {ACM COMPUTING SURVEYS},<br \/>\r\njournal = {ACM COMPUTING SURVEYS},<br \/>\r\nvolume = {58},<br \/>\r\nnumber = {4},<br \/>\r\npages = {1\u201335},<br \/>\r\nnote = {Tipo en PRISMA: Revisi\u00f3n.},<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('1652','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1652\" 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\/270372\" title=\"https:\/\/prisma.us.es\/publicacion\/270372\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/270372<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1145\/3764582\" title=\"DOI de seguimiento:10.1145\/3764582\" target=\"_blank\">doi:10.1145\/3764582<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1652','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\"> Melgar-Garc\u00eda, L.;  Guti\u00e9rrez-Avil\u00e9s, D.;  Rubio-Escudero, C.;  Troncoso, A.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1654','tp_links')\" style=\"cursor:pointer;\">Online forecasting using neighbor-based incremental learning for electricity markets<\/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\">NEURAL COMPUTING &amp; APPLICATIONS, <\/span><span class=\"tp_pub_additional_volume\">vol. 37, <\/span><span class=\"tp_pub_additional_number\">no 27, <\/span><span class=\"tp_pub_additional_pages\">pp. 22923\u201322940, <\/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_1654\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1654','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1654\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1654','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1654\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma258560,<br \/>\r\ntitle = {Online forecasting using neighbor-based incremental learning for electricity markets},<br \/>\r\nauthor = {L. Melgar-Garc\u00eda and D. Guti\u00e9rrez-Avil\u00e9s and C. Rubio-Escudero and A. Troncoso},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/258560},<br \/>\r\ndoi = {10.1007\/s00521-024-10876-x},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {NEURAL COMPUTING & APPLICATIONS},<br \/>\r\nvolume = {37},<br \/>\r\nnumber = {27},<br \/>\r\npages = {22923\u201322940},<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('1654','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1654\" 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\/258560\" title=\"https:\/\/prisma.us.es\/publicacion\/258560\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/258560<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/s00521-024-10876-x\" title=\"DOI de seguimiento:10.1007\/s00521-024-10876-x\" target=\"_blank\">doi:10.1007\/s00521-024-10876-x<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1654','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\">9.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Gutierrez-Aviles, David;  Torres, Jose F.;  Martinez-Alvarez, Francisco;  Cugliari, Jairo<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1607','tp_links')\" style=\"cursor:pointer;\">An evolutionary triclustering approach to discover electricity consumption patterns in France<\/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\">Proceedings of the 39th ACM\/SIGAPP Symposium on Applied Computing, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. 386-394, <\/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_1607\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1607','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1607\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1607','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1607\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1145\/3605098.3636034,<br \/>\r\ntitle = {An evolutionary triclustering approach to discover electricity consumption patterns in France},<br \/>\r\nauthor = {David Gutierrez-Aviles and Jose F. Torres and Francisco Martinez-Alvarez and Jairo Cugliari},<br \/>\r\nurl = {https:\/\/doi.org\/10.1145\/3605098.3636034},<br \/>\r\ndoi = {10.1145\/3605098.3636034},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\njournal = {Proceedings of the 39th ACM\/SIGAPP Symposium on Applied Computing},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {386-394},<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('1607','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1607\" 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\/10.1145\/3605098.3636034\" title=\"https:\/\/doi.org\/10.1145\/3605098.3636034\" target=\"_blank\">https:\/\/doi.org\/10.1145\/3605098.3636034<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1145\/3605098.3636034\" title=\"DOI de seguimiento:10.1145\/3605098.3636034\" target=\"_blank\">doi:10.1145\/3605098.3636034<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1607','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">10.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Rodr\u00edguez-D\u00edaz, Francesc;  Torres, Jos\u00e9 Francisco;  Guti\u00e9rrez-Avil\u00e9s, David;  Troncoso, Alicia;  Mart\u00ednez-\u00c1lvarez, Francisco<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1608','tp_links')\" style=\"cursor:pointer;\">An Experimental Comparison of\u00a0Qiskit and\u00a0Pennylane for\u00a0Hybrid Quantum-Classical Support Vector Machines<\/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. 121-130, <\/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_1608\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1608','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1608\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1608','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1608\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-031-62799-6_13,<br \/>\r\ntitle = {An Experimental Comparison of\u00a0Qiskit and\u00a0Pennylane for\u00a0Hybrid Quantum-Classical Support Vector Machines},<br \/>\r\nauthor = {Francesc Rodr\u00edguez-D\u00edaz and Jos\u00e9 Francisco Torres and David Guti\u00e9rrez-Avil\u00e9s and Alicia Troncoso and Francisco Mart\u00ednez-\u00c1lvarez},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-031-62799-6_13},<br \/>\r\ndoi = {10.1007\/978-3-031-62799-6_13},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\njournal = {Lecture Notes in Computer Science},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {121-130},<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('1608','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1608\" 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\/978-3-031-62799-6_13\" title=\"https:\/\/doi.org\/10.1007\/978-3-031-62799-6_13\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-031-62799-6_13<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-62799-6_13\" title=\"DOI de seguimiento:10.1007\/978-3-031-62799-6_13\" target=\"_blank\">doi:10.1007\/978-3-031-62799-6_13<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1608','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_incollection\"><div class=\"tp_pub_number\">11.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">del Mar Mart\u00ednez Ballesteros, Mar\u00eda;  Navarro, Manuel Jes\u00fas Jim\u00e9nez;  Garc\u00eda, Manuel Carranza;  Avil\u00e9s, David Guti\u00e9rrez<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1645','tp_links')\" style=\"cursor:pointer;\">Uso de herramientas software colaborativas para el seguimiento, estudio y evaluaci\u00f3n de clases de ense\u00f1anzas pr\u00e1cticas y desarrollo<\/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\">Ense\u00f1anza e innovaci\u00f3n educativa en el \u00e1mbito universitario, <\/span><span class=\"tp_pub_additional_pages\">pp. 1156\u20131167, <\/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_1645\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1645','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1645\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1645','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1645\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@incollection{prisma245212,<br \/>\r\ntitle = {Uso de herramientas software colaborativas para el seguimiento, estudio y evaluaci\u00f3n de clases de ense\u00f1anzas pr\u00e1cticas y desarrollo},<br \/>\r\nauthor = {Mar\u00eda del Mar Mart\u00ednez Ballesteros and Manuel Jes\u00fas Jim\u00e9nez Navarro and Manuel Carranza Garc\u00eda and David Guti\u00e9rrez Avil\u00e9s},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/245212},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\nbooktitle = {Ense\u00f1anza e innovaci\u00f3n educativa en el \u00e1mbito universitario},<br \/>\r\npages = {1156\u20131167},<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('1645','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1645\" 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\/245212\" title=\"https:\/\/prisma.us.es\/publicacion\/245212\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/245212<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1645','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\">12.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Melgar-Garc\u00eda, Laura;  Guti\u00e9rrez-Avil\u00e9s, David;  Rubio-Escudero, Cristina;  Troncoso, Alicia<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1547','tp_links')\" style=\"cursor:pointer;\">A Novel Distributed Forecasting Method Based on Information Fusion and Incremental Learning for Streaming Time Series<\/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\">SSRN Electronic Journal, <\/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_1547\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1547','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1547\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1547','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1547\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{articleh,<br \/>\r\ntitle = {A Novel Distributed Forecasting Method Based on Information Fusion and Incremental Learning for Streaming Time Series},<br \/>\r\nauthor = {Laura Melgar-Garc\u00eda and David Guti\u00e9rrez-Avil\u00e9s and Cristina Rubio-Escudero and Alicia Troncoso},<br \/>\r\ndoi = {10.2139\/ssrn.4326600},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {SSRN Electronic Journal},<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('1547','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1547\" 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\/10.2139\/ssrn.4326600\" title=\"DOI de seguimiento:10.2139\/ssrn.4326600\" target=\"_blank\">doi:10.2139\/ssrn.4326600<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1547','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">13.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Jim\u00e9nez-Navarro, Manuel Jes\u00fas;  Restrepo-Estrada, Camilo;  Melgar-Garc\u00eda, Laura;  Gutierrez-Aviles, David<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1572','tp_links')\" style=\"cursor:pointer;\">Feature Selection Guided by\u00a0CVOA Metaheuristic for\u00a0Deep Neural Networks: Application to\u00a0Multivariate 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\">Lecture Notes in Networks and Systems, <\/span><span class=\"tp_pub_additional_volume\">vol. N\/A, <\/span><span class=\"tp_pub_additional_pages\">pp. 209-218, <\/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_1572\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1572','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1572\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1572','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1572\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-031-42529-5_20,<br \/>\r\ntitle = {Feature Selection Guided by\u00a0CVOA Metaheuristic for\u00a0Deep Neural Networks: Application to\u00a0Multivariate Time Series Forecasting},<br \/>\r\nauthor = {Manuel Jes\u00fas Jim\u00e9nez-Navarro and Camilo Restrepo-Estrada and Laura Melgar-Garc\u00eda and David Gutierrez-Aviles},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-031-42529-5_20},<br \/>\r\ndoi = {10.1007\/978-3-031-42529-5_20},<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 = {209-218},<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('1572','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1572\" 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_20\" title=\"https:\/\/doi.org\/10.1007\/978-3-031-42529-5_20\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-031-42529-5_20<\/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_20\" title=\"DOI de seguimiento:10.1007\/978-3-031-42529-5_20\" target=\"_blank\">doi:10.1007\/978-3-031-42529-5_20<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1572','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\"> Melgar-Garc\u00eda, Laura;  Guti\u00e9rrez-Avil\u00e9s, David;  Rubio-Escudero, Cristina;  Troncoso, Alicia<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1609','tp_links')\" style=\"cursor:pointer;\">Identifying novelties and anomalies for incremental learning in streaming 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\">Engineering Applications of Artificial Intelligence, <\/span><span class=\"tp_pub_additional_volume\">vol. 123, <\/span><span class=\"tp_pub_additional_pages\">pp. 106326, <\/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_1609\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1609','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1609\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1609','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1609\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1016\/j.engappai.2023.106326,<br \/>\r\ntitle = {Identifying novelties and anomalies for incremental learning in streaming time series forecasting},<br \/>\r\nauthor = {Laura Melgar-Garc\u00eda and David Guti\u00e9rrez-Avil\u00e9s and Cristina Rubio-Escudero and Alicia Troncoso},<br \/>\r\nurl = {https:\/\/doi.org\/10.1016\/j.engappai.2023.106326},<br \/>\r\ndoi = {10.1016\/j.engappai.2023.106326},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {Engineering Applications of Artificial Intelligence},<br \/>\r\nvolume = {123},<br \/>\r\npages = {106326},<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('1609','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1609\" 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.engappai.2023.106326\" title=\"https:\/\/doi.org\/10.1016\/j.engappai.2023.106326\" target=\"_blank\">https:\/\/doi.org\/10.1016\/j.engappai.2023.106326<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.engappai.2023.106326\" title=\"DOI de seguimiento:10.1016\/j.engappai.2023.106326\" target=\"_blank\">doi:10.1016\/j.engappai.2023.106326<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1609','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\"> Fern\u00e1ndez-G\u00f3mez, Antonio M.;  Guti\u00e9rrez-Avil\u00e9s, David;  Troncoso, Alicia;  Mart\u00ednez-\u00c1lvarez, Francisco<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1655','tp_links')\" style=\"cursor:pointer;\">A new Apache Spark-based framework for big data streaming forecasting in IoT networks<\/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 SUPERCOMPUTING, <\/span><span class=\"tp_pub_additional_volume\">vol. 79, <\/span><span class=\"tp_pub_additional_number\">no 10, <\/span><span class=\"tp_pub_additional_pages\">pp. 11078\u201311100, <\/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_1655\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1655','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1655\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1655','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1655\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma219563,<br \/>\r\ntitle = {A new Apache Spark-based framework for big data streaming forecasting in IoT networks},<br \/>\r\nauthor = {Antonio M. Fern\u00e1ndez-G\u00f3mez and David Guti\u00e9rrez-Avil\u00e9s and Alicia Troncoso and Francisco Mart\u00ednez-\u00c1lvarez},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/219563},<br \/>\r\ndoi = {10.1007\/s11227-023-05100-x},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {JOURNAL OF SUPERCOMPUTING},<br \/>\r\nvolume = {79},<br \/>\r\nnumber = {10},<br \/>\r\npages = {11078\u201311100},<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('1655','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1655\" 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\/219563\" title=\"https:\/\/prisma.us.es\/publicacion\/219563\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/219563<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/s11227-023-05100-x\" title=\"DOI de seguimiento:10.1007\/s11227-023-05100-x\" target=\"_blank\">doi:10.1007\/s11227-023-05100-x<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1655','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\"> Melgar-Garc\u00eda, Laura;  Troncoso-Garc\u00eda, \u00c1ngela;  Guti\u00e9rrez-Avil\u00e9s, David;  Torres, Jos\u00e9 Francisco;  Troncoso, Alicia<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1656','tp_links')\" style=\"cursor:pointer;\">Explainable Artificial Intelligence for Education: A Real Case of a University Subject Switched to Python<\/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 Networks and Systems, <\/span><span class=\"tp_pub_additional_pages\">pp. 358\u2013367, <\/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_1656\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1656','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1656\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1656','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1656\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma231722,<br \/>\r\ntitle = {Explainable Artificial Intelligence for Education: A Real Case of a University Subject Switched to Python},<br \/>\r\nauthor = {Laura Melgar-Garc\u00eda and \u00c1ngela Troncoso-Garc\u00eda and David Guti\u00e9rrez-Avil\u00e9s and Jos\u00e9 Francisco Torres and Alicia Troncoso},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/231722},<br \/>\r\ndoi = {10.1007\/978-3-031-42519-6_34},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\nbooktitle = {Lecture Notes in Networks and Systems},<br \/>\r\nvolume = {748 LNNS},<br \/>\r\npages = {358\u2013367},<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('1656','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1656\" 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\/231722\" title=\"https:\/\/prisma.us.es\/publicacion\/231722\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/231722<\/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_34\" title=\"DOI de seguimiento:10.1007\/978-3-031-42519-6_34\" target=\"_blank\">doi:10.1007\/978-3-031-42519-6_34<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1656','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2022\">2022<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">17.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Lara-Ben\u00edtez, Pedro;  Carranza-Garc\u00eda, Manuel;  Guti\u00e9rrez-Avil\u00e9s, David;  Riquelme, Jos\u00e9 C<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1539','tp_links')\" style=\"cursor:pointer;\">Data streams classification using deep learning under different speeds and drifts<\/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_year\">2022<\/span>, <span class=\"tp_pub_additional_issn\">ISSN: 1367-0751<\/span><span class=\"tp_pub_additional_note\">, (jzac033)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_abstract_link\"><a id=\"tp_abstract_sh_1539\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1539','tp_abstract')\" title=\"Mostrar resumen\" style=\"cursor:pointer;\">Resumen<\/a><\/span> | <span class=\"tp_resource_link\"><a id=\"tp_links_sh_1539\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1539','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1539\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1539','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1539\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1093\/jigpal\/jzac033,<br \/>\r\ntitle = {Data streams classification using deep learning under different speeds and drifts},<br \/>\r\nauthor = {Pedro Lara-Ben\u00edtez and Manuel Carranza-Garc\u00eda and David Guti\u00e9rrez-Avil\u00e9s and Jos\u00e9 C Riquelme},<br \/>\r\nurl = {https:\/\/doi.org\/10.1093\/jigpal\/jzac033},<br \/>\r\ndoi = {10.1093\/jigpal\/jzac033},<br \/>\r\nissn = {1367-0751},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\njournal = {Logic Journal of the IGPL},<br \/>\r\nabstract = {Processing data streams arriving at high speed requires the development of models that can provide fast and accurate predictions. Although deep neural networks are the state-of-the-art for many machine learning tasks, their performance in real-time data streaming scenarios is a research area that has not yet been fully addressed. Nevertheless, much effort has been put into the adaption of complex deep learning (DL) models to streaming tasks by reducing the processing time. The design of the asynchronous dual-pipeline DL framework allows making predictions of incoming instances and updating the model simultaneously, using two separate layers. The aim of this work is to assess the performance of different types of DL architectures for data streaming classification using this framework. We evaluate models such as multi-layer perceptrons, recurrent, convolutional and temporal convolutional neural networks over several time series datasets that are simulated as streams at different speeds. In addition, we evaluate how the different architectures react to concept drifts typically found in evolving data streams. The obtained results indicate that convolutional architectures achieve a higher performance in terms of accuracy and efficiency, but are also the most sensitive to concept drifts.},<br \/>\r\nnote = {jzac033},<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('1539','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_abstract\" id=\"tp_abstract_1539\" style=\"display:none;\"><div class=\"tp_abstract_entry\">Processing data streams arriving at high speed requires the development of models that can provide fast and accurate predictions. Although deep neural networks are the state-of-the-art for many machine learning tasks, their performance in real-time data streaming scenarios is a research area that has not yet been fully addressed. Nevertheless, much effort has been put into the adaption of complex deep learning (DL) models to streaming tasks by reducing the processing time. The design of the asynchronous dual-pipeline DL framework allows making predictions of incoming instances and updating the model simultaneously, using two separate layers. The aim of this work is to assess the performance of different types of DL architectures for data streaming classification using this framework. We evaluate models such as multi-layer perceptrons, recurrent, convolutional and temporal convolutional neural networks over several time series datasets that are simulated as streams at different speeds. In addition, we evaluate how the different architectures react to concept drifts typically found in evolving data streams. The obtained results indicate that convolutional architectures achieve a higher performance in terms of accuracy and efficiency, but are also the most sensitive to concept drifts.<\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1539','tp_abstract')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1539\" 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\/jzac033\" title=\"https:\/\/doi.org\/10.1093\/jigpal\/jzac033\" target=\"_blank\">https:\/\/doi.org\/10.1093\/jigpal\/jzac033<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1093\/jigpal\/jzac033\" title=\"DOI de seguimiento:10.1093\/jigpal\/jzac033\" target=\"_blank\">doi:10.1093\/jigpal\/jzac033<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1539','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\"> Melgar-Garc\u00eda, Laura;  Guti\u00e9rrez-Avil\u00e9s, David;  Godinho, Maria Teresa;  Espada, Rita;  Brito, Isabel;  Mart\u00ednez-\u00c1lvarez, Francisco;  Troncoso, Alicia;  Rubio-Escudero, Cristina<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1549','tp_links')\" style=\"cursor:pointer;\">A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture<\/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. 500, <\/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_1549\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1549','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1549\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1549','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1549\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{articlej,<br \/>\r\ntitle = {A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture},<br \/>\r\nauthor = {Laura Melgar-Garc\u00eda and David Guti\u00e9rrez-Avil\u00e9s and Maria Teresa Godinho and Rita Espada and Isabel Brito and Francisco Mart\u00ednez-\u00c1lvarez and Alicia Troncoso and Cristina Rubio-Escudero},<br \/>\r\ndoi = {10.1016\/j.neucom.2021.06.101},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\njournal = {Neurocomputing},<br \/>\r\nvolume = {500},<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('1549','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1549\" 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.neucom.2021.06.101\" title=\"DOI de seguimiento:10.1016\/j.neucom.2021.06.101\" target=\"_blank\">doi:10.1016\/j.neucom.2021.06.101<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1549','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, 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><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">20.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Melgar-Garc\u00eda, Laura;  Guti\u00e9rrez-Avil\u00e9s, David;  Rubio-Escudero, Cristina;  Troncoso, Alicia<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1657','tp_links')\" style=\"cursor:pointer;\">Nearest neighbors with incremental learning for real-time forecasting of electricity demand<\/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\">IEEE International Conference on Data Mining Workshops, ICDMW, <\/span><span class=\"tp_pub_additional_pages\">pp. 834\u2013841, <\/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_1657\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1657','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1657\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1657','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1657\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma219544,<br \/>\r\ntitle = {Nearest neighbors with incremental learning for real-time forecasting of electricity demand},<br \/>\r\nauthor = {Laura Melgar-Garc\u00eda and David Guti\u00e9rrez-Avil\u00e9s and Cristina Rubio-Escudero and Alicia Troncoso},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/219544},<br \/>\r\ndoi = {10.1109\/ICDMW58026.2022.00112},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\nbooktitle = {IEEE International Conference on Data Mining Workshops, ICDMW},<br \/>\r\nvolume = {2022-November},<br \/>\r\npages = {834\u2013841},<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('1657','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1657\" 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\/219544\" title=\"https:\/\/prisma.us.es\/publicacion\/219544\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/219544<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1109\/ICDMW58026.2022.00112\" title=\"DOI de seguimiento:10.1109\/ICDMW58026.2022.00112\" target=\"_blank\">doi:10.1109\/ICDMW58026.2022.00112<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1657','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><\/div><div class=\"tablenav\"><div class=\"tablenav-pages\"><span class=\"displaying-num\">41 registros<\/span> <a class=\"page-numbers button disabled\">&laquo;<\/a> <a class=\"page-numbers button disabled\">&lsaquo;<\/a> 1 de 3 <a href=\"https:\/\/grupo.us.es\/minerva\/equipo\/david-gutierrez-aviles\/?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 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enhanceMinervaPublications();})();\n<\/script><\/p>\n","protected":false},"author":1,"featured_media":705,"menu_order":13,"template":"","team_designation":[35],"team_department":[],"class_list":["post-719","team","type-team","status-publish","has-post-thumbnail","hentry","team_designation-profesor-titular-de-universidad","post-item 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