The Applied Intelligence & Data Mining research group (AIDA: http:\/\/aida.etsisi.upm.es) at School of Computer Systems Engineering involves 22 people: 14 of them hold a PhD in Computer Science, and 1 in Sociology. The group has participated in 50+ competitive projects (national and international), has published 200+ journals and 400+ conference papers. The expertise of AIDA includes: Machine Learning (Clustering, Hidden Markov Models, Classification and Deep Learning), Computational Intelligence (Evolutionary computation, Swarm Intelligence), Pattern and Process modelling and mining, Graph Computing, Social Network Analysis, and Behavioural Human-based modelling and mining. The AIDA group is currently developing research and innovation activities in areas such as Cyber Security and Cyber Intelligence, Fake news and disinformation detection, Aerospace, and Information Fusion technologies.<\/p>","imagen":false,"responsable":"David Camacho Fernandez","lineas":"An\u00e1lisis de Redes Sociales\nAplicaciones de IA para Ciberseguridad e Industria 4.0\nAprendizaje Autom\u00e1tico\nComputaci\u00f3n Bio-inspirada","direccion":"https:\/\/goo.gl\/maps\/tEBj5rx2mqjB3Xn39","telefono":"910673589","pagina_web":"http:\/\/aida.etsisi.upm.es\/","email":"gi.aida@upm.es","actividades":"
http:\/\/aida.etsisi.upm.es\/projects\/<\/p>","contenido":"","pictures":"http:\/\/www.upm.es\/observatorio\/vi\/gestor_general\/recuperar_archivo.jsp?id=1714\rhttp:\/\/www.upm.es\/observatorio\/vi\/gestor_general\/recuperar_archivo.jsp?id=1715\rhttp:\/\/www.upm.es\/observatorio\/vi\/gestor_general\/recuperar_archivo.jsp?id=1716\rhttp:\/\/www.upm.es\/observatorio\/vi\/gestor_general\/recuperar_archivo.jsp?id=1717\rhttp:\/\/www.upm.es\/observatorio\/vi\/gestor_general\/recuperar_archivo.jsp?id=1713","descripcion":"
Las actuales líneas de investigación del grupo pueden resumirse en:<\/p>\r\n
• INVESTIGACIÓN BÁSICA<\/p>\r\n
- Machine Learning: Clustering y Modelos Ocultos de Markov,Redes convolucionales (CNN) y DeepLearning.<\/p>\r\n
- Computación Evolutiva: Algoritmos Evolutivos (mono y multi-objetivos) y Programación Genética.<\/p>\r\n
- Algoritmos de IA para Análisis de Redes Sociales<\/p>\r\n
- Computación basada en enjambres: Algoritmos de Optimización basados en Colonias de Hormigas (ACO).<\/p>\r\n
- Sistemas de Soporte a la Decisión: diseño de sistemas de información (man-in-the-loop)<\/p>\r\n
- Computación basada en grafos<\/p>\r\n
<\/p>\r\n
• INVESTIGACIÓN APLICADA:<\/p>\r\n
- Redes sociales (Detección y medida de radicalización en redes sociales, polarización, política, marketing, etc.).<\/p>\r\n
- Desinformación, fake news<\/p>\r\n
- Sistemas para análisis y detección de malware.<\/p>\r\n
- Sistemas aeroespaciales.<\/p>\r\n
- Sistemas aéreos no tripulados.<\/p>\r\n
- Industria (minería, metalurgia, logística, transporte, etc.).<\/p>","resultados_protegidos":"","servicios_innovacion":"","ods":[{"imagen":{"ID":"3505","post_author":"1","post_date":"2020-01-17 08:52:07","post_date_gmt":"2020-01-17 07:52:07","post_content":"","post_title":"S-WEB-Goal-16","post_excerpt":"","post_status":"inherit","comment_status":"open","ping_status":"closed","post_password":"","post_name":"s-web-goal-16","to_ping":"","pinged":"","post_modified":"2020-01-17 08:56:23","post_modified_gmt":"2020-01-17 07:56:23","post_content_filtered":"","post_parent":"0","guid":"http:\/\/www.upm.es\/recursosidi\/wp-content\/uploads\/2020\/01\/S-WEB-Goal-16.png","menu_order":"0","post_type":"attachment","post_mime_type":"image\/png","comment_count":"0","ura_post_type":null,"pod_item_id":"3505"},"term_id":2218,"name":"Paz, Justicia e Instituciones s\u00f3lidas","slug":"paz-justicia-e-instituciones-solidas","description":"","taxonomy":"ods","parent":[],"term_taxonomy_id":2218,"term_group":0,"count":1,"id":2218},{"imagen":{"ID":"3498","post_author":"1","post_date":"2020-01-17 08:52:02","post_date_gmt":"2020-01-17 07:52:02","post_content":"","post_title":"S-WEB-Goal-09","post_excerpt":"","post_status":"inherit","comment_status":"open","ping_status":"closed","post_password":"","post_name":"s-web-goal-09","to_ping":"","pinged":"","post_modified":"2020-01-17 09:03:49","post_modified_gmt":"2020-01-17 08:03:49","post_content_filtered":"","post_parent":"0","guid":"http:\/\/www.upm.es\/recursosidi\/wp-content\/uploads\/2020\/01\/S-WEB-Goal-09.png","menu_order":"0","post_type":"attachment","post_mime_type":"image\/png","comment_count":"0","ura_post_type":null,"pod_item_id":"3498"},"term_id":2247,"name":"Industria, Innovaci\u00f3n e Infraestructura","slug":"industria-innovacion-e-infraestructura","description":"","taxonomy":"ods","parent":[],"term_taxonomy_id":2247,"term_group":0,"count":171,"id":2247}],"areas":[{"imagen":{"ID":"5864","post_author":"1","post_date":"2020-04-21 13:16:59","post_date_gmt":"2020-04-21 11:16:59","post_content":"","post_title":"robotica","post_excerpt":"","post_status":"inherit","comment_status":"open","ping_status":"closed","post_password":"","post_name":"robotica","to_ping":"","pinged":"","post_modified":"2020-04-21 13:17:12","post_modified_gmt":"2020-04-21 11:17:12","post_content_filtered":"","post_parent":"0","guid":"http:\/\/www.upm.es\/recursosidi\/wp-content\/uploads\/2020\/04\/robotica.jpg","menu_order":"0","post_type":"attachment","post_mime_type":"image\/jpeg","comment_count":"0","ura_post_type":null,"pod_item_id":"5864"},"term_id":126,"name":"Tecnolog\u00edas digitales, Inteligencia Artificial, ciberseguridad, 5G, rob\u00f3tica","slug":"tecnologias_digitales-ai-ciberseguridad-5g-robotica","description":"","taxonomy":"mapa","parent":[],"term_taxonomy_id":126,"term_group":0,"count":194,"id":126},{"imagen":{"ID":"5862","post_author":"1","post_date":"2020-04-21 13:15:45","post_date_gmt":"2020-04-21 11:15:45","post_content":"","post_title":"seguridad","post_excerpt":"","post_status":"inherit","comment_status":"open","ping_status":"closed","post_password":"","post_name":"seguridad","to_ping":"","pinged":"","post_modified":"2020-04-21 13:16:02","post_modified_gmt":"2020-04-21 11:16:02","post_content_filtered":"","post_parent":"0","guid":"http:\/\/www.upm.es\/recursosidi\/wp-content\/uploads\/2020\/04\/seguridad.jpg","menu_order":"0","post_type":"attachment","post_mime_type":"image\/jpeg","comment_count":"0","ura_post_type":null,"pod_item_id":"5862"},"term_id":130,"name":"Seguridad, defensa y resiliencia","slug":"seguridad-defensa-resiliencia","description":"","taxonomy":"mapa","parent":[],"term_taxonomy_id":130,"term_group":0,"count":26,"id":130}],"rrss":"","palabras_clave":false,"infraestructura":false,"acf":[],"lang":"es","translation":{"es":3809,"en":3810},"_links":{"self":[{"href":"https:\/\/www.upm.es\/recursosidi\/wp-json\/wp\/v2\/donde\/3809"}],"collection":[{"href":"https:\/\/www.upm.es\/recursosidi\/wp-json\/wp\/v2\/donde"}],"about":[{"href":"https:\/\/www.upm.es\/recursosidi\/wp-json\/wp\/v2\/taxonomies\/donde"}],"wp:post_type":[{"href":"https:\/\/www.upm.es\/recursosidi\/wp-json\/wp\/v2\/product?donde=3809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}