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The Next Generation Computer Systems Group (SING, Sistemas Informáticos de Nueva Generación) brings together a reduced number of researches with the aim of developing intelligent models and deploying them in real environments. The projects carried out by the SING group always follow a practical point of view, but taking into consideration the formal aspects needed in any research work.
The expertise of the members comes from different areas related with previous research in developing symbolic, connexionistic and hybrid AI systems. By applying techniques and methodologies coming from the Case-Based Reasoning, Machine Learning, Big Data and Data Mining fields, the SING group deploys advanced Decision Support Systems in many different areas, including Translational and Personalized medicine, Bioinformatics, Biomedical text-mining, Spam filtering, among others, in the form of desktop applications, web applications and/or services or multi-agent systems.
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