{"id":2041,"date":"2026-06-11T16:59:22","date_gmt":"2026-06-11T14:59:22","guid":{"rendered":"http:\/\/absys.dacya.ucm.es\/?page_id=2041"},"modified":"2026-06-14T23:03:21","modified_gmt":"2026-06-14T21:03:21","slug":"scholar","status":"publish","type":"page","link":"http:\/\/absys.dacya.ucm.es\/?page_id=2041","title":{"rendered":"Scholar"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2041\" class=\"elementor elementor-2041\">\n\t\t\t\t<div class=\"elementor-element elementor-element-433f32e e-flex e-con-boxed e-con e-parent\" data-id=\"433f32e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4c4803 elementor-widget elementor-widget-html\" data-id=\"c4c4803\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<section class=\"publicaciones-header\">\n\n    <div class=\"publicaciones-eyebrow\">\n        Producci\u00f3n Cient\u00edfica\n    <\/div>\n\n    <h1 class=\"publicaciones-title\">\n        Publicaciones<br><span>CIENT\u00cdFICAS<\/span>\n    <\/h1>\n\n    <p class=\"publicaciones-subtitle\">\n        Producci\u00f3n cient\u00edfica del grupo ABSYS en Inteligencia Artificial,\n        Computaci\u00f3n Evolutiva, Sistemas Hardware Inteligentes,\n        Optimizaci\u00f3n Bioinspirada y Aplicaciones Biom\u00e9dicas.<\/p>\n        <br>\n        <p>\n        Explora nuestras publicaciones obtenidas desde Google Scholar\n    <\/p>\n\n<\/section>\n\n<div class=\"pub-search-wrapper\">\n\n    <div class=\"pub-search-box\">\n\n        <input\n            type=\"text\"\n            id=\"pubSearch\"\n            placeholder=\"Search by title, author, or keyword...\"\n        >\n\n        <button id=\"pubSearchBtn\" type=\"button\" aria-label=\"Buscar\">\n            <i class=\"fas fa-search\"><\/i>\n     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class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:0CzhzZyukY4C\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    Survival Is Not Enough: Improving Glycemic Control with Sexual Selection                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">N Louren\u00e7o, \u00d3 Garnica, JI Hidalgo<\/span>\n                                <span class=\"spf-journal\">Proceedings of the Genetic and Evolutionary Computation Conference, 1146-1154, 2026<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2026<\/span>\n                        <\/footer>\n                    <\/article>\n                                                        <article class=\"spf-publication-item\">\n                        <header class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:6yz0xqPARnAC\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    Fitness Landscape Analysis of Grammatical Evolution Models for Glucose Prediction                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">JM Velasco, D Parra, O Garnica, JI Hidalgo<\/span>\n                                <span class=\"spf-journal\">Proceedings of the Genetic and Evolutionary Computation Conference, 834-843, 2026<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2026<\/span>\n                        <\/footer>\n                    <\/article>\n                                                        <article class=\"spf-publication-item\">\n                        <header class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:2tRrZ1ZAMYUC\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    Combining Grammatical Evolution with LLM-based Local Search to Improve Interpretability                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">B Sakallioglu, FJJB Santos, D Parra, Y Qiu, M Nicolau, L Trujillo, ...<\/span>\n                                <span class=\"spf-journal\">International Conference on the Applications of Evolutionary Computation\u00a0\u2026, 2026<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2026<\/span>\n                        <\/footer>\n                    <\/article>\n                                                        <article class=\"spf-publication-item\">\n                        <header class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:4X0JR2_MtJMC\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    ESTIMATION OF GLYCATED HEMOGLOBIN FROM CONTINUOUS GLUCOSE MONITORING DATA BY SYMBOLIC REGRESSION                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">E Maqueda, JI Hidalgo, O Garnica, JM Velasco, D Parra<\/span>\n                                <span class=\"spf-journal\">DIABETES TECHNOLOGY &amp; THERAPEUTICS 28, 201S-201S, 2026<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2026<\/span>\n                        <\/footer>\n                    <\/article>\n                                                        <article class=\"spf-publication-item\">\n                        <header class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:Bg7qf7VwUHIC\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    Evaluation of a mobile AI-powered decision support system for insulin dosing and glucose prediction in type 1 diabetes: The glUCModel clinical trial protocol.                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">JI Hidalgo P\u00e9rez, E Maqueda, JM Velasco, M Botella, A\u00d3 Garnica Alc\u00e1zar, ...<\/span>\n                                <span class=\"spf-journal\"><\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2025<\/span>\n                        <\/footer>\n                    <\/article>\n                                                        <article class=\"spf-publication-item\">\n                        <header class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:vDZJ-YLwNdEC\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    Balanced Underbagged Ensemble Approach for Classifying Highly Imbalanced Datasets in the Insurance and Financial Sectors                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">A Gutierrez\u2010Gallego, O Garnica, D Parra, JM Velasco, JI Hidalgo<\/span>\n                                <span class=\"spf-journal\">Intelligent Systems in Accounting, Finance and Management 32 (4), e70018, 2025<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n              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A case study in glucose prediction                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">J M\u00e9gane, N Louren\u00e7o, JI Hidalgo, P Machado<\/span>\n                                <span class=\"spf-journal\">Proceedings of the Genetic and Evolutionary Computation Conference, 1433-1442, 2025<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2025<\/span>\n                        <\/footer>\n                    <\/article>\n                                                        <article class=\"spf-publication-item\">\n                        <header class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:nVrZBo8bIpAC\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    Unveiling the dynamics of NOx pollution in internal combustion engines by Structured Grammatical Evolution                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">M Llamazares L\u00f3pez, D Parra, JM Velasco Cabo, \u00d3 Garnica, ...<\/span>\n                                <span class=\"spf-journal\">Proceedings of the Genetic and Evolutionary Computation Conference, 1388-1396, 2025<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2025<\/span>\n                        <\/footer>\n                    <\/article>\n                                                        <article class=\"spf-publication-item\">\n                        <header class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:tH6gc1N1XXoC\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    AI predictive model of mortality and intensive care unit admission in the COVID-19 pandemic: retrospective population cohort study of 12,000 patients                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">JM Ruiz Giardin, \u00d3 Garnica, N Mesa Plaza, JV SanMart\u00edn L\u00f3pez, ...<\/span>\n                                <span class=\"spf-journal\">Journal of medical Internet research 27, e70674, 2025<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2025<\/span>\n                        <\/footer>\n                    <\/article>\n                                                        <article class=\"spf-publication-item\">\n                        <header class=\"spf-item-header\">\n                            <h3 class=\"spf-item-title\">\n                                <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;oe=ASCII&#038;user=u0-tP94AAAAJ&#038;pagesize=100&#038;sortby=pubdate&#038;citation_for_view=u0-tP94AAAAJ:u-coK7KVo8oC\" target=\"_blank\" rel=\"noopener noreferrer\">\n                                    Optimising Performance Curves for Ensemble Models through Pareto Front Analysis of the Decision Space                                <\/a>\n                            <\/h3>\n                            <div class=\"spf-item-meta\">\n                                <span class=\"spf-authors\">A Gutierrez\u2010Gallego, O Garnica, D Parra, JM Velasco, JI Hidalgo<\/span>\n                                <span class=\"spf-journal\">Expert Systems 42 (7), e70075, 2025<\/span>\n                            <\/div>\n                        <\/header>\n                                                <footer class=\"spf-item-footer\">\n                            <span class=\"spf-year\">2025<\/span>\n                        <\/footer>\n                    <\/article>\n                            <\/div>\n\n                            <div class=\"spf-more-link-wrapper\">\n                    <a 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