Observatorio de I+D+i UPM

Memorias de investigación
Conferencias:
Conferencia Plenaria: Neuronanatomy, neurology and Bayesian networks
Año:2014
Áreas de investigación
  • Inteligencia artificial
Datos
Descripción
Bayesian networks are data mining models with clear semantics and a sound theoretical foundation. In this keynote talk we will pinpoint a number of neuroscience problems that can be addressed using Bayesian networks. In neuroanatomy, we will show computer simulation models of dendritic trees and classification of neuron types, both based on morphological features. In neurology, we will present the search for genetic biomarkers in Alzheimer's disease and the prediction of health-related quality of life in Parkinson's disease. Most of these challenging problems posed by neuroscience involve new Bayesian network designs that can cope with multiple class variables, small sample sizes, or labels annotated by several experts.
Internacional
Si
ISSN o ISBN
9789898704108
Entidad relacionada
8th European Conference on Data Mining
Nacionalidad Entidad
PORTUGAL
Lugar del congreso
Lisboa
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Maria Concepcion Bielza Lozoya (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Computational Intelligence Group
  • Departamento: Inteligencia Artificial
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