Dynamic Probabilistic Graphical Models and their Applications www.dynamopro.org
The main objective of the project is to develop new methods for construction, inference and explanation of Dynamic Probabilistic Graphical Models (DPGM), which will be incorporated into software tools, in order to apply them in solving four problems that are highly relevant in Medicine: cost effectiveness analysis for the vaccine against human papillomavirus; rehabilitation of people who have suffered a stroke; prognosis and treatment of ovarian cancer, and selection of combinations of HIV drugs. We also seek to apply these models to solve complex problems in industry such as the operation of power plants , considering safety, efficiency and environmental impact, and training of operators through and intelligent assistant. The results will be disseminated in journals, magazines and at conferences.
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