{"id":1834,"count":2,"description":"Nuestro trabajo se  resume en tres grandes líneas:\n\nAnálisis de datos: Es importante destacar en esta línea que el grupo no  solo destaca por  la aplicación de técnicas en distintos tipos de datos y dominios sino por la metodología de preprocesado y enriquecimiento de datos previa a la extracción de patrones\n\n\nProcesamiento y Análisis de Imágenes: En este ámbito el grupo destaca por los algoritmos de fusión de imágenes propios y por la aplicación de diferentes técnicas de machine learning, entre las que cabe destacar Deep learning al etiquetado y análisis automático de imágenes. Estas técnicas están siendo aplicadas en a imágenes  de ópticas de satélite con aplicación en agricultura; y en diferentes tipos de imagen médica.\n\n\nProcesado de Lenguaje Natural: En este  ámbito MIDAS destaca por el desarrollo de algoritmos para procesado de textos en español. Los algoritmos han sido aplicados especialmente en el dominio médico y judicial.\n","link":"https:\/\/www.upm.es\/recursosidi\/en\/map\/en_data-mining-and-simulation-midas\/","name":"Data Mining and Simulation (MIDAS)","slug":"en_data-mining-and-simulation-midas","taxonomy":"donde","parent":0,"meta":[],"id_grupo_portal":"413","acronimo":"MIDAS","resumen":"

\n The MIDAS team is young, with an average age of 38, and combines the experience of head professors, with more than 20 years experience in their field, with the proactivity and enthusiasm of doctoral and masters students, mainly from Spain, but also from elsewhere. The group has a close relationship with professor Myra Spiliopoulou's group from Germany, Joao Gama and Pedro Pereira in Portugal and professor Mario Lillo's group in Chile.<\/span>\n <\/p>\n

\n We work in collaboration with hospitals that are mainly in the Community of Madrid, but also in France. We have a lot of dealings with other groups devoted to data analysis in Spain, such as the University of Granada, BSC and the University of Cantabria.<\/span>\n <\/p>","imagen":false,"responsable":"Ernestina Menasalvas Ruiz","lineas":"null","direccion":"","telefono":"913364663","pagina_web":"http:\/\/midas.ctb.upm.es\/","email":"gi.midas@upm.es","actividades":"

\n MIDAS was created for the purpose of combining the experience of various professionals in the fields of data analysis, image processing, optimisation and visualisation and simulation.<\/span>\n <\/p>\n

\n The group mainly devotes its work to analysing data in different domains with particular emphasis on the field of medicine, where the group collaborates with professionals at various hospitals to analyse data at different levels \u00bforganisational, clinical notes, images, and brain activity.<\/span>\n <\/p>\n

\n We also carry out basic research, adapted to industry needs. Along this line, it is interesting to note the collaboration that we are currently working on with businesses in the agriculture sector, as well as the developments carried out in the field of remote sensing with application to the same sector.<\/span>\n <\/p>\n

\n MIDAS is noted for its participation in European projects and, most recently, EIT-HEALTH. Its participation in the following projects is particularly noteworthy:<\/span>\n <\/p>\n