Pisum sativum classification based on a methodological approach for pattern recognition using discriminant analysis and neural networks


Abstract:

In this work a statistical analysis-based methodological approach for a pattern recognition system using discriminant analysis and neural networks is used for the classification of Pisum sativum (peas) according to the drought resistance. The statistical techniques used in the exploratory analysis are a fundamental tool in the creation of variables sets and observations for the model adjustment in the neural models and in the discriminant models.

Año de publicación:

2005

Keywords:

  • classification
  • artificial neural networks
  • Pisum sativum
  • Statistical Analysis
  • Discriminant analysis

Fuente:

scopusscopus

Tipo de documento:

Article

Estado:

Acceso restringido

Áreas de conocimiento:

  • Taxonomía de plantas
  • Aprendizaje automático
  • Ciencias de la computación

Áreas temáticas:

  • Ciencias de la computación
  • Funcionamiento de bibliotecas y archivos
  • Métodos informáticos especiales