{"id":68,"date":"2018-12-03T15:34:08","date_gmt":"2018-12-03T14:34:08","guid":{"rendered":"http:\/\/grupo.us.es\/minerva\/?post_type=team&#038;p=68"},"modified":"2026-10-08T14:11:29","modified_gmt":"2026-10-08T13:11:29","slug":"isabel-a-nepomuceno-chamorro","status":"publish","type":"team","link":"https:\/\/grupo.us.es\/minerva\/equipo\/isabel-a-nepomuceno-chamorro\/","title":{"rendered":"Isabel A. Nepomuceno"},"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;\">Isabel de los \u00c1ngeles Nepomuceno Chamorro<\/h1>\n<p><strong>Isabel de los \u00c1ngeles Nepomuceno Chamorro<\/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 bioinform\u00e1tica, integraci\u00f3n de datos \u00f3micos, aprendizaje autom\u00e1tico y an\u00e1lisis de datos cl\u00ednicos.<\/p>\n<p><a itemprop=\"sameAs\" href=\"https:\/\/prisma.us.es\/investigador\/2976\">Perfil de Isabel de los \u00c1ngeles Nepomuceno Chamorro 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 Isabel de los \u00c1ngeles Nepomuceno Chamorro<\/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\">57 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\/isabel-a-nepomuceno-chamorro\/?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\/isabel-a-nepomuceno-chamorro\/?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_inproceedings\"><div class=\"tp_pub_number\">1.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Rian, Kinza;  Nepomuceno-Chamorro, Isabel A.;  Dopazo, Joaquin;  L\u00f3pez-L\u00f3pez, Daniel<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1722','tp_links')\" style=\"cursor:pointer;\">Metabopathia: Enhancing Disease Mechanism Understanding Through Mechanistic Integration of Transcriptomic and Metabolic Data<\/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. 505\u2013526, <\/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_1722\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1722','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1722\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1722','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1722\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma276963,<br \/>\r\ntitle = {Metabopathia: Enhancing Disease Mechanism Understanding Through Mechanistic Integration of Transcriptomic and Metabolic Data},<br \/>\r\nauthor = {Kinza Rian and Isabel A. Nepomuceno-Chamorro and Joaquin Dopazo and Daniel L\u00f3pez-L\u00f3pez},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/276963},<br \/>\r\ndoi = {10.1007\/978-3-032-10661-2_38},<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 = {505\u2013526},<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('1722','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1722\" 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\/276963\" title=\"https:\/\/prisma.us.es\/publicacion\/276963\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/276963<\/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_38\" title=\"DOI de seguimiento:10.1007\/978-3-032-10661-2_38\" target=\"_blank\">doi:10.1007\/978-3-032-10661-2_38<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1722','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">2.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Franco-Ruiz, Francisco Javier;  Fernandez-Malvido, Sara;  Vega-Marquez, Bel\u00e9n;  Nepomuceno-Chamorro, Isabel A.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1723','tp_links')\" style=\"cursor:pointer;\">Optimization of Denoising Autoencoders with Progressive Learning Strategies for ScRNA-Seq Data<\/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. 479\u2013489, <\/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_1723\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1723','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1723\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1723','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1723\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma276964,<br \/>\r\ntitle = {Optimization of Denoising Autoencoders with Progressive Learning Strategies for ScRNA-Seq Data},<br \/>\r\nauthor = {Francisco Javier Franco-Ruiz and Sara Fernandez-Malvido and Bel\u00e9n Vega-Marquez and Isabel A. Nepomuceno-Chamorro},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/276964},<br \/>\r\ndoi = {10.1007\/978-3-032-10661-2_36},<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 = {479\u2013489},<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('1723','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1723\" 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\/276964\" title=\"https:\/\/prisma.us.es\/publicacion\/276964\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/276964<\/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_36\" title=\"DOI de seguimiento:10.1007\/978-3-032-10661-2_36\" target=\"_blank\">doi:10.1007\/978-3-032-10661-2_36<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1723','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">3.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Malvido, Sara Fern\u00e1ndez;  Medina, Alberto Esteban;  Gundogdu, Pelin;  Dopazo, Joaqu\u00edn; de los \u00c1ngeles Nepomuceno Chamorro, Isabel;  Mu\u00f1ecas, Carlos Loucera<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1721','tp_links')\" style=\"cursor:pointer;\">A Framework for Evaluating the Stability of Learned Representations in Biologically-Constrained Models in Single-Cell<\/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. 423\u2013437, <\/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_1721\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1721','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1721\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1721','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1721\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma276965,<br \/>\r\ntitle = {A Framework for Evaluating the Stability of Learned Representations in Biologically-Constrained Models in Single-Cell},<br \/>\r\nauthor = {Sara Fern\u00e1ndez Malvido and Alberto Esteban Medina and Pelin Gundogdu and Joaqu\u00edn Dopazo and Isabel de los \u00c1ngeles Nepomuceno Chamorro and Carlos Loucera Mu\u00f1ecas},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/276965},<br \/>\r\ndoi = {10.1007\/978-3-032-10661-2_32},<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 = {423\u2013437},<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('1721','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1721\" 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\/276965\" title=\"https:\/\/prisma.us.es\/publicacion\/276965\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/276965<\/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_32\" title=\"DOI de seguimiento:10.1007\/978-3-032-10661-2_32\" target=\"_blank\">doi:10.1007\/978-3-032-10661-2_32<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1721','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\">4.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Sol\u00eds-Garc\u00eda, Javier;  S\u00e1nchez-L\u00f3pez, Jose E.;  Vega-M\u00e1rquez, Bel\u00e9n;  Nepomuceno-Chamorro, Isabel A.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1724','tp_links')\" style=\"cursor:pointer;\">A flexible framework for sepsis prediction: Standardizing data management and imputation in time series using MIMIC-III<\/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\">SoftwareX, <\/span><span class=\"tp_pub_additional_volume\">vol. 29, <\/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_1724\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1724','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1724\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1724','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1724\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma258551,<br \/>\r\ntitle = {A flexible framework for sepsis prediction: Standardizing data management and imputation in time series using MIMIC-III},<br \/>\r\nauthor = {Javier Sol\u00eds-Garc\u00eda and Jose E. S\u00e1nchez-L\u00f3pez and Bel\u00e9n Vega-M\u00e1rquez and Isabel A. Nepomuceno-Chamorro},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/258551},<br \/>\r\ndoi = {10.1016\/j.softx.2025.102063},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {SoftwareX},<br \/>\r\nvolume = {29},<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('1724','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1724\" 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\/258551\" title=\"https:\/\/prisma.us.es\/publicacion\/258551\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/258551<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.softx.2025.102063\" title=\"DOI de seguimiento:10.1016\/j.softx.2025.102063\" target=\"_blank\">doi:10.1016\/j.softx.2025.102063<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1724','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">5.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Sol\u00eds-Garc\u00eda, Javier;  Vega-M\u00e1rquez, Bel\u00e9n;  Nepomuceno, Juan A.;  Nepomuceno-Chamorro, Isabel A.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1725','tp_links')\" style=\"cursor:pointer;\">CoSTI: Consistency models for (a faster) spatio-temporal imputation<\/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\">KNOWLEDGE-BASED SYSTEMS, <\/span><span class=\"tp_pub_additional_volume\">vol. 327, <\/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_1725\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1725','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1725\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1725','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1725\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma267578,<br \/>\r\ntitle = {CoSTI: Consistency models for (a faster) spatio-temporal imputation},<br \/>\r\nauthor = {Javier Sol\u00eds-Garc\u00eda and Bel\u00e9n Vega-M\u00e1rquez and Juan A. Nepomuceno and Isabel A. Nepomuceno-Chamorro},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/267578},<br \/>\r\ndoi = {10.1016\/j.knosys.2025.114117},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {KNOWLEDGE-BASED SYSTEMS},<br \/>\r\nvolume = {327},<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('1725','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1725\" 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\/267578\" title=\"https:\/\/prisma.us.es\/publicacion\/267578\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/267578<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.knosys.2025.114117\" title=\"DOI de seguimiento:10.1016\/j.knosys.2025.114117\" target=\"_blank\">doi:10.1016\/j.knosys.2025.114117<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1725','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">6.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> H.A., Ahmed;  J.A., Nepomuceno;  B., Vega-M\u00e1rquez;  I.A., Nepomuceno-Chamorro<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1726','tp_links')\" style=\"cursor:pointer;\">Synthetic Data Generation for Healthcare: Exploring Generative Adversarial Networks Variants for Medical Tabular Data<\/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\">International Journal of Data Science and Analytics, <\/span><span class=\"tp_pub_additional_volume\">vol. 20, <\/span><span class=\"tp_pub_additional_number\">no 100546, <\/span><span class=\"tp_pub_additional_pages\">pp. 5739\u20135754, <\/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_1726\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1726','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1726\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1726','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1726\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma263924,<br \/>\r\ntitle = {Synthetic Data Generation for Healthcare: Exploring Generative Adversarial Networks Variants for Medical Tabular Data},<br \/>\r\nauthor = {Ahmed H.A. and Nepomuceno J.A. and Vega-M\u00e1rquez B. and Nepomuceno-Chamorro I.A.},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/263924},<br \/>\r\ndoi = {10.1007\/s41060-025-00816-w},<br \/>\r\nyear  = {2025},<br \/>\r\ndate = {2025-01-01},<br \/>\r\njournal = {International Journal of Data Science and Analytics},<br \/>\r\nvolume = {20},<br \/>\r\nnumber = {100546},<br \/>\r\npages = {5739\u20135754},<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('1726','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1726\" 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\/263924\" title=\"https:\/\/prisma.us.es\/publicacion\/263924\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/263924<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/s41060-025-00816-w\" title=\"DOI de seguimiento:10.1007\/s41060-025-00816-w\" target=\"_blank\">doi:10.1007\/s41060-025-00816-w<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1726','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\">7.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Vega-M\u00e1rquez, B;  Sol\u00eds-Garc\u00eda, J;  Nepomuceno-Chamorro, IA;  Rubio-Escudero, C<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1727','tp_links')\" style=\"cursor:pointer;\">A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models<\/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. 32, <\/span><span class=\"tp_pub_additional_number\">no 6, <\/span><span class=\"tp_pub_additional_pages\">pp. 1036\u20131047, <\/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_1727\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1727','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1727\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1727','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1727\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma243647,<br \/>\r\ntitle = {A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models},<br \/>\r\nauthor = {B Vega-M\u00e1rquez and J Sol\u00eds-Garc\u00eda and IA Nepomuceno-Chamorro and C Rubio-Escudero},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/243647},<br \/>\r\ndoi = {10.1093\/jigpal\/jzae034},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-01-01},<br \/>\r\njournal = {Logic Journal of the IGPL},<br \/>\r\nvolume = {32},<br \/>\r\nnumber = {6},<br \/>\r\npages = {1036\u20131047},<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('1727','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1727\" 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\/243647\" title=\"https:\/\/prisma.us.es\/publicacion\/243647\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/243647<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1093\/jigpal\/jzae034\" title=\"DOI de seguimiento:10.1093\/jigpal\/jzae034\" target=\"_blank\">doi:10.1093\/jigpal\/jzae034<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1727','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\">8.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Sol\u00eds-Garc\u00eda, Javier;  Vega-M\u00e1rquez, Bel\u00e9n;  Nepomuceno, Juan A.;  Riquelme-Santos, Jos\u00e9 C.;  Nepomuceno-Chamorro, Isabel A.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1617','tp_links')\" style=\"cursor:pointer;\">Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study<\/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 Intelligence, <\/span><span class=\"tp_pub_additional_volume\">vol. 53, <\/span><span class=\"tp_pub_additional_pages\">pp. 30691-30705, <\/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_1617\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1617','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1617\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1617','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1617\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/s10489-023-05124-z,<br \/>\r\ntitle = {Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study},<br \/>\r\nauthor = {Javier Sol\u00eds-Garc\u00eda and Bel\u00e9n Vega-M\u00e1rquez and Juan A. Nepomuceno and Jos\u00e9 C. Riquelme-Santos and Isabel A. Nepomuceno-Chamorro},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/s10489-023-05124-z},<br \/>\r\ndoi = {10.1007\/s10489-023-05124-z},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {Applied Intelligence},<br \/>\r\nvolume = {53},<br \/>\r\npages = {30691-30705},<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('1617','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1617\" 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\/s10489-023-05124-z\" title=\"https:\/\/doi.org\/10.1007\/s10489-023-05124-z\" target=\"_blank\">https:\/\/doi.org\/10.1007\/s10489-023-05124-z<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/s10489-023-05124-z\" title=\"DOI de seguimiento:10.1007\/s10489-023-05124-z\" target=\"_blank\">doi:10.1007\/s10489-023-05124-z<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1617','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">9.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Gundogdu, Pelin;  Pay\u00e1-Milans, Miriam;  Alamo-Alvarez, Inmaculada;  Nepomuceno-Chamorro, Isabel A.;  Dopazo, Joaquin;  Loucera, Carlos<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1619','tp_links')\" style=\"cursor:pointer;\">Cell-Level Pathway Scoring Comparison with\u00a0a\u00a0Biologically Constrained Variational Autoencoder<\/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. 62-77, <\/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_1619\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1619','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1619\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1619','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1619\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-031-42697-1_5,<br \/>\r\ntitle = {Cell-Level Pathway Scoring Comparison with\u00a0a\u00a0Biologically Constrained Variational Autoencoder},<br \/>\r\nauthor = {Pelin Gundogdu and Miriam Pay\u00e1-Milans and Inmaculada Alamo-Alvarez and Isabel A. Nepomuceno-Chamorro and Joaquin Dopazo and Carlos Loucera},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-031-42697-1_5},<br \/>\r\ndoi = {10.1007\/978-3-031-42697-1_5},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {Lecture Notes in Computer Science},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {62-77},<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('1619','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1619\" 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\/978-3-031-42697-1_5\" title=\"https:\/\/doi.org\/10.1007\/978-3-031-42697-1_5\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-031-42697-1_5<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-42697-1_5\" title=\"DOI de seguimiento:10.1007\/978-3-031-42697-1_5\" target=\"_blank\">doi:10.1007\/978-3-031-42697-1_5<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1619','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\"> Gundogdu, Pelin;  Alamo, Inmaculada;  Nepomuceno-Chamorro, Isabel A.;  Dopazo, Joaquin;  Loucera, Carlos<\/p><p class=\"tp_pub_title\"><a href=\"https:\/\/grupo.us.es\/minerva\/sigprimednet-a-signaling-informed-neural-network-for-scrna-seq-annotation-of-known-and-unknown-cell-types\/\">SigPrimedNet: A Signaling-Informed Neural Network for scRNA-seq Annotation of Known and Unknown Cell Types<\/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\">Biology, <\/span><span class=\"tp_pub_additional_volume\">vol. 12, <\/span><span class=\"tp_pub_additional_pages\">pp. 579, <\/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_1618\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1618','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1618\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1618','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1618\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.3390\/biology12040579,<br \/>\r\ntitle = {SigPrimedNet: A Signaling-Informed Neural Network for scRNA-seq Annotation of Known and Unknown Cell Types},<br \/>\r\nauthor = {Pelin Gundogdu and Inmaculada Alamo and Isabel A. Nepomuceno-Chamorro and Joaquin Dopazo and Carlos Loucera},<br \/>\r\nurl = {https:\/\/doi.org\/10.3390\/biology12040579},<br \/>\r\ndoi = {10.3390\/biology12040579},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\njournal = {Biology},<br \/>\r\nvolume = {12},<br \/>\r\npages = {579},<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('1618','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1618\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/doi.org\/10.3390\/biology12040579\" title=\"https:\/\/doi.org\/10.3390\/biology12040579\" target=\"_blank\">https:\/\/doi.org\/10.3390\/biology12040579<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.3390\/biology12040579\" title=\"DOI de seguimiento:10.3390\/biology12040579\" target=\"_blank\">doi:10.3390\/biology12040579<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1618','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">11.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Ahmed, Halal Abdulrahman;  Nepomuceno, Juan A.;  Vega-M\u00e1rquez, Bel\u00e9n;  Nepomuceno-Chamorro, Isabel A.<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1728','tp_links')\" style=\"cursor:pointer;\">Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks<\/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. 111\u2013120, <\/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_1728\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1728','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1728\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1728','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1728\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{prisma231838,<br \/>\r\ntitle = {Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks},<br \/>\r\nauthor = {Halal Abdulrahman Ahmed and Juan A. Nepomuceno and Bel\u00e9n Vega-M\u00e1rquez and Isabel A. Nepomuceno-Chamorro},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/231838},<br \/>\r\ndoi = {10.1007\/978-3-031-42536-3_11},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-01-01},<br \/>\r\nbooktitle = {Lecture Notes in Networks and Systems},<br \/>\r\nvolume = {750 LNNS},<br \/>\r\npages = {111\u2013120},<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('1728','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1728\" 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\/231838\" title=\"https:\/\/prisma.us.es\/publicacion\/231838\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/231838<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-42536-3_11\" title=\"DOI de seguimiento:10.1007\/978-3-031-42536-3_11\" target=\"_blank\">doi:10.1007\/978-3-031-42536-3_11<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1728','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\">12.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Diaz-Uriarte, Ramon; de Lope, Elisa G\u00f3mez;  Giugno, Rosalba;  Fr\u00f6hlich, Holger;  Nazarov, Petr V.;  Nepomuceno-Chamorro, Isabel A.;  Rauschenberger, Armin;  Glaab, Enrico<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1536','tp_links')\" style=\"cursor:pointer;\">Ten quick tips for biomarker discovery and validation analyses using machine 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\">PLOS Computational Biology, <\/span><span class=\"tp_pub_additional_volume\">vol. 18, <\/span><span class=\"tp_pub_additional_number\">no 8, <\/span><span class=\"tp_pub_additional_pages\">pp. 1-17, <\/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_1536\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1536','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1536\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1536','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1536\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{isa22,<br \/>\r\ntitle = {Ten quick tips for biomarker discovery and validation analyses using machine learning},<br \/>\r\nauthor = {Ramon Diaz-Uriarte and Elisa G\u00f3mez de Lope and Rosalba Giugno and Holger Fr\u00f6hlich and Petr V. Nazarov and Isabel A. Nepomuceno-Chamorro and Armin Rauschenberger and Enrico Glaab},<br \/>\r\nurl = {https:\/\/doi.org\/10.1371\/journal.pcbi.1010357},<br \/>\r\ndoi = {10.1371\/journal.pcbi.1010357},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\njournal = {PLOS Computational Biology},<br \/>\r\nvolume = {18},<br \/>\r\nnumber = {8},<br \/>\r\npages = {1-17},<br \/>\r\npublisher = {Public Library of Science},<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('1536','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1536\" 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\/10.1371\/journal.pcbi.1010357\" title=\"https:\/\/doi.org\/10.1371\/journal.pcbi.1010357\" target=\"_blank\">https:\/\/doi.org\/10.1371\/journal.pcbi.1010357<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1371\/journal.pcbi.1010357\" title=\"DOI de seguimiento:10.1371\/journal.pcbi.1010357\" target=\"_blank\">doi:10.1371\/journal.pcbi.1010357<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1536','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\"> M\u00e1rquez-Chamorro, Alfonso E.;  Nepomuceno-Chamorro, Isabel A.;  Resinas, Manuel;  Ruiz-Cort\u00e9s, Antonio<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1620','tp_links')\" style=\"cursor:pointer;\">Updating Prediction Models for Predictive Process Monitoring<\/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. 304-318, <\/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_1620\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1620','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1620\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1620','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1620\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{10.1007\/978-3-031-07472-1_18,<br \/>\r\ntitle = {Updating Prediction Models for Predictive Process Monitoring},<br \/>\r\nauthor = {Alfonso E. M\u00e1rquez-Chamorro and Isabel A. Nepomuceno-Chamorro and Manuel Resinas and Antonio Ruiz-Cort\u00e9s},<br \/>\r\nurl = {https:\/\/doi.org\/10.1007\/978-3-031-07472-1_18},<br \/>\r\ndoi = {10.1007\/978-3-031-07472-1_18},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\njournal = {Lecture Notes in Computer Science},<br \/>\r\nvolume = {N\/A},<br \/>\r\npages = {304-318},<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('1620','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1620\" 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\/978-3-031-07472-1_18\" title=\"https:\/\/doi.org\/10.1007\/978-3-031-07472-1_18\" target=\"_blank\">https:\/\/doi.org\/10.1007\/978-3-031-07472-1_18<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-07472-1_18\" title=\"DOI de seguimiento:10.1007\/978-3-031-07472-1_18\" target=\"_blank\">doi:10.1007\/978-3-031-07472-1_18<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1620','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\"> Diaz-Uriarte, Ramon; de Lope, Elisa Gomez;  Giugno, Rosalba;  Fr\u00f6hlich, Holger;  Nazarov, Petr;  Nepomuceno-Chamorro, Isabel;  Rauschenberger, Armin;  Glaab, Enrico<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1540','tp_links')\" style=\"cursor:pointer;\">Ten quick tips for biomarker discovery and validation analyses using machine 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\">PLOS Computational Biology, <\/span><span class=\"tp_pub_additional_volume\">vol. 18, <\/span><span class=\"tp_pub_additional_pages\">pp. e1010357, <\/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_1540\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1540','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1540\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1540','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1540\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{articleb,<br \/>\r\ntitle = {Ten quick tips for biomarker discovery and validation analyses using machine learning},<br \/>\r\nauthor = {Ramon Diaz-Uriarte and Elisa Gomez de Lope and Rosalba Giugno and Holger Fr\u00f6hlich and Petr Nazarov and Isabel Nepomuceno-Chamorro and Armin Rauschenberger and Enrico Glaab},<br \/>\r\ndoi = {10.1371\/journal.pcbi.1010357},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\njournal = {PLOS Computational Biology},<br \/>\r\nvolume = {18},<br \/>\r\npages = {e1010357},<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('1540','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1540\" 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\/10.1371\/journal.pcbi.1010357\" title=\"DOI de seguimiento:10.1371\/journal.pcbi.1010357\" target=\"_blank\">doi:10.1371\/journal.pcbi.1010357<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1540','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inbook\"><div class=\"tp_pub_number\">15.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Vega, Bel\u00e9n;  Sol\u00ed\u00ads-Garc\u00ed\u00ada, Javier;  Nepomuceno-Chamorro, Isabel;  Rubio-Escudero, Cristina<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1541','tp_links')\" style=\"cursor:pointer;\">An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting<\/a> <span class=\"tp_pub_type tp_  inbook\">Cap\u00edtulo de libro<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_pages\">pp. 675-684, <\/span><span class=\"tp_pub_additional_year\">2022<\/span>, <span class=\"tp_pub_additional_isbn\">ISBN: 978-3-030-87868-9<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1541\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1541','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1541\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1541','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1541\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inbook{inbook,<br \/>\r\ntitle = {An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting},<br \/>\r\nauthor = {Bel\u00e9n Vega and Javier Sol\u00ed\u00ads-Garc\u00ed\u00ada and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero},<br \/>\r\ndoi = {10.1007\/978-3-030-87869-6_64},<br \/>\r\nisbn = {978-3-030-87868-9},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\npages = {675-684},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inbook}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1541','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1541\" 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\/10.1007\/978-3-030-87869-6_64\" title=\"DOI de seguimiento:10.1007\/978-3-030-87869-6_64\" target=\"_blank\">doi:10.1007\/978-3-030-87869-6_64<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1541','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inbook\"><div class=\"tp_pub_number\">16.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Vega, Bel\u00e9n;  Sol\u00ed\u00ads-Garc\u00ed\u00ada, Javier;  Nepomuceno-Chamorro, Isabel;  Rubio-Escudero, Cristina<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1551','tp_links')\" style=\"cursor:pointer;\">An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting<\/a> <span class=\"tp_pub_type tp_  inbook\">Cap\u00edtulo de libro<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_pages\">pp. 675-684, <\/span><span class=\"tp_pub_additional_year\">2022<\/span>, <span class=\"tp_pub_additional_isbn\">ISBN: 978-3-030-87868-9<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1551\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1551','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1551\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1551','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1551\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inbook{inbookb,<br \/>\r\ntitle = {An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting},<br \/>\r\nauthor = {Bel\u00e9n Vega and Javier Sol\u00ed\u00ads-Garc\u00ed\u00ada and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero},<br \/>\r\ndoi = {10.1007\/978-3-030-87869-6_64},<br \/>\r\nisbn = {978-3-030-87868-9},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\npages = {675-684},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inbook}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1551','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1551\" 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\/10.1007\/978-3-030-87869-6_64\" title=\"DOI de seguimiento:10.1007\/978-3-030-87869-6_64\" target=\"_blank\">doi:10.1007\/978-3-030-87869-6_64<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1551','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">17.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Gundogdu, Pelin;  Loucera, Carlos;  \u00c1lamo-\u00c1lvarez, Inmaculada;  Dopazo, Joaqu\u00edn;  Nepomuceno, Isabel<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1729','tp_links')\" style=\"cursor:pointer;\">Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data<\/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\">BIODATA MINING, <\/span><span class=\"tp_pub_additional_volume\">vol. 15, <\/span><span class=\"tp_pub_additional_number\">no 1, <\/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_1729\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1729','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1729\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1729','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1729\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{prisma194150,<br \/>\r\ntitle = {Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data},<br \/>\r\nauthor = {Pelin Gundogdu and Carlos Loucera and Inmaculada \u00c1lamo-\u00c1lvarez and Joaqu\u00edn Dopazo and Isabel Nepomuceno},<br \/>\r\nurl = {https:\/\/prisma.us.es\/publicacion\/194150},<br \/>\r\ndoi = {10.1186\/s13040-021-00285-4},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-01-01},<br \/>\r\njournal = {BIODATA MINING},<br \/>\r\nvolume = {15},<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('1729','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1729\" 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\/194150\" title=\"https:\/\/prisma.us.es\/publicacion\/194150\" target=\"_blank\">https:\/\/prisma.us.es\/publicacion\/194150<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1186\/s13040-021-00285-4\" title=\"DOI de seguimiento:10.1186\/s13040-021-00285-4\" target=\"_blank\">doi:10.1186\/s13040-021-00285-4<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1729','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2021\">2021<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">18.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Vega, Bel\u00e9n;  Nepomuceno-Chamorro, Isabel;  Rubio-Escudero, Cristina;  Riquelme, Jos\u00e9<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1542','tp_links')\" style=\"cursor:pointer;\">OCEAn: Ordinal Classification with an Ensemble Approach<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Information Sciences, <\/span><span class=\"tp_pub_additional_volume\">vol. 580, <\/span><span class=\"tp_pub_additional_year\">2021<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1542\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1542','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1542\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1542','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1542\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{articlec,<br \/>\r\ntitle = {OCEAn: Ordinal Classification with an Ensemble Approach},<br \/>\r\nauthor = {Bel\u00e9n Vega and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero and Jos\u00e9 Riquelme},<br \/>\r\ndoi = {10.1016\/j.ins.2021.08.081},<br \/>\r\nyear  = {2021},<br \/>\r\ndate = {2021-01-01},<br \/>\r\njournal = {Information Sciences},<br \/>\r\nvolume = {580},<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('1542','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1542\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.ins.2021.08.081\" title=\"DOI de seguimiento:10.1016\/j.ins.2021.08.081\" target=\"_blank\">doi:10.1016\/j.ins.2021.08.081<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1542','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\"> Vega, Bel\u00e9n;  Rubio-Escudero, Cristina;  Nepomuceno-Chamorro, Isabel;  Arcos-Vargas, Angel<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1543','tp_links')\" style=\"cursor:pointer;\">Use of Deep Learning Architectures for Day-Ahead Electricity Price Forecasting over Different Time Periods in the Spanish Electricity Market<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Applied Sciences, <\/span><span class=\"tp_pub_additional_volume\">vol. 11, <\/span><span class=\"tp_pub_additional_pages\">pp. 6097, <\/span><span class=\"tp_pub_additional_year\">2021<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1543\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1543','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1543\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1543','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1543\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{articled,<br \/>\r\ntitle = {Use of Deep Learning Architectures for Day-Ahead Electricity Price Forecasting over Different Time Periods in the Spanish Electricity Market},<br \/>\r\nauthor = {Bel\u00e9n Vega and Cristina Rubio-Escudero and Isabel Nepomuceno-Chamorro and Angel Arcos-Vargas},<br \/>\r\ndoi = {10.3390\/app11136097},<br \/>\r\nyear  = {2021},<br \/>\r\ndate = {2021-01-01},<br \/>\r\njournal = {Applied Sciences},<br \/>\r\nvolume = {11},<br \/>\r\npages = {6097},<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('1543','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1543\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.3390\/app11136097\" title=\"DOI de seguimiento:10.3390\/app11136097\" target=\"_blank\">doi:10.3390\/app11136097<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1543','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\"> Vega, Bel\u00e9n;  Nepomuceno-Chamorro, Isabel;  Rubio-Escudero, Cristina;  Riquelme, Jos\u00e9<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1554','tp_links')\" style=\"cursor:pointer;\">OCEAn: Ordinal Classification with an Ensemble Approach<\/a> <span class=\"tp_pub_type tp_  article\">Art\u00edculo de revista<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">En: <\/span><span class=\"tp_pub_additional_journal\">Information Sciences, <\/span><span class=\"tp_pub_additional_volume\">vol. 580, <\/span><span class=\"tp_pub_additional_year\">2021<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1554\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1554','tp_links')\" title=\"Mostrar enlaces y recursos\" style=\"cursor:pointer;\">Enlaces<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1554\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1554','tp_bibtex')\" title=\"Mostrar entrada BibTeX \" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1554\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{articlem,<br \/>\r\ntitle = {OCEAn: Ordinal Classification with an Ensemble Approach},<br \/>\r\nauthor = {Bel\u00e9n Vega and Isabel Nepomuceno-Chamorro and Cristina Rubio-Escudero and Jos\u00e9 Riquelme},<br \/>\r\ndoi = {10.1016\/j.ins.2021.08.081},<br \/>\r\nyear  = {2021},<br \/>\r\ndate = {2021-01-01},<br \/>\r\njournal = {Information Sciences},<br \/>\r\nvolume = {580},<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('1554','tp_bibtex')\">Cerrar<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1554\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1016\/j.ins.2021.08.081\" title=\"DOI de seguimiento:10.1016\/j.ins.2021.08.081\" target=\"_blank\">doi:10.1016\/j.ins.2021.08.081<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1554','tp_links')\">Cerrar<\/a><\/p><\/div><\/div><\/div><\/div><div class=\"tablenav\"><div class=\"tablenav-pages\"><span class=\"displaying-num\">57 registros<\/span> <a class=\"page-numbers button disabled\">&laquo;<\/a> <a class=\"page-numbers button disabled\">&lsaquo;<\/a> 1 de 3 <a 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