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LEARNING AND ARTIFICIAL NEURAL NETWORKS

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HomePublicationsArticlesdavid-becerra-alonso
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Becerra-Alonso, David

Personal Information

Position: Profesor Titular de Universidad
Research areas:
  • Uncategorized
Location: Universidad Loyola Andalucia

Publications

  • Regularized ensemble neural networks models in the Extreme Learning Machine framework
  • A two dimensional accuracy-based measure for classification performance
  • Global sensitivity estimates for neural network classifiers
  • Using Extreme Learning Machines to cluster supervised data before classification
  • Toward a study of gene regulatory constraints to morphological evolution of the Drosophila ocellar region
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Projects

  • NEuro-MOdelado AVAnzado para Clasificación Ordinal y Nominal mediante algoritmos de aprendizaje híbrido. Aplicaciones en teledetección para agricultura y en biomedicina de trasplantes (NEMO-AVACO)
  • NEMOTECH: Técnicas de Neuro-Modelado utilizando Algoritmos de Aprendizaje Híbridos. Aplicaciones en Biomedicina de Trasplantes, Agronomía y Microbiología Predictiva
  • Red Temática Española para el Avance y la Transferencia de la Inteligencia Computacional Aplicada (ATICA)
  • Red Española de Minería de Datos y Aprendizaje (Redmidas)
 
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