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":"Bio-inspired Computation\nMachine Learning\nnull","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":"
The group's current lines of research can be summarised as follows:<\/p>\n
\u00bf BASIC RESEARCH<\/p>\n
- Machine Learning: Clustering and Hidden Markov Models, Convolutional networks (CNN) and DeepLearning.<\/p>\n
- Evolutionary Computation: Evolutionary algorithms (single-objective and multi-objective) and Genetic Programming.<\/p>\n
- AI algorithms for analysing Social Networks<\/p>\n
- Swarm-based computation: Ant Colony-based Optimisation (ACO) of Algorithms.<\/p>\n
- Decision Support Systems: information systems design (man-in-the-loop)<\/p>\n
- Graph-based computation:<\/p>\n
\u00bf APPLIED RESEARCH:<\/p>\n
- Social networks (Detection and measurement of radicalisation on social networks, polarisation, politics and marketing, etc.).<\/p>\n
- Disinformation, fake news<\/p>\n
- Malware analysis and detection systems.<\/p>\n
- Aerospace systems.<\/p>\n
- Unmanned aerial systems.<\/p>\n
- Industry (mining, metallurgy, logistics and transport, etc.).<\/p>","resultados_protegidos":"","servicios_innovacion":"","ods":[{"imagen":{"ID":"3528","post_author":"1","post_date":"2020-01-17 08:52:47","post_date_gmt":"2020-01-17 07:52:47","post_content":"","post_title":"E-WEB-Goal-16","post_excerpt":"","post_status":"inherit","comment_status":"open","ping_status":"closed","post_password":"","post_name":"e-web-goal-16","to_ping":"","pinged":"","post_modified":"2020-01-17 08:56:59","post_modified_gmt":"2020-01-17 07:56:59","post_content_filtered":"","post_parent":"0","guid":"http:\/\/www.upm.es\/recursosidi\/wp-content\/uploads\/2020\/01\/E-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":"3528"},"term_id":2221,"name":"Peace, Justice and Strong Institutions","slug":"peace-justice-and-strong-institutions","description":"","taxonomy":"ods","parent":[],"term_taxonomy_id":2221,"term_group":0,"count":1,"id":2221},{"imagen":{"ID":"3521","post_author":"1","post_date":"2020-01-17 08:52:41","post_date_gmt":"2020-01-17 07:52:41","post_content":"","post_title":"E-WEB-Goal-09","post_excerpt":"","post_status":"inherit","comment_status":"open","ping_status":"closed","post_password":"","post_name":"e-web-goal-09","to_ping":"","pinged":"","post_modified":"2020-01-17 09:04:20","post_modified_gmt":"2020-01-17 08:04:20","post_content_filtered":"","post_parent":"0","guid":"http:\/\/www.upm.es\/recursosidi\/wp-content\/uploads\/2020\/01\/E-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":"3521"},"term_id":2249,"name":"Industry, Innovation and Infrastructure","slug":"industry-innovation-and-infrastructure","description":"","taxonomy":"ods","parent":[],"term_taxonomy_id":2249,"term_group":0,"count":129,"id":2249}],"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":37,"name":"Digital Technologies, Artificial Intelligence, Cybersecurity, 5G, Robotics","slug":"digital_technologies-ai-cybersecurity-5g-robotics","description":"","taxonomy":"mapa","parent":[],"term_taxonomy_id":37,"term_group":0,"count":83,"id":37},{"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":36,"name":"Security, Defense and Disaster-Resilience","slug":"security-defense-disaster_resilience","description":"","taxonomy":"mapa","parent":[],"term_taxonomy_id":36,"term_group":0,"count":17,"id":36}],"rrss":"","palabras_clave":false,"infraestructura":false,"acf":[],"lang":"en","translation":{"en":3810,"es":3809},"_links":{"self":[{"href":"https:\/\/www.upm.es\/recursosidi\/wp-json\/wp\/v2\/donde\/3810"}],"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=3810"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}