Novel feature selection method based on stochastic methods coupled to support vector machines using H- NMR data (data of olive and hazelnut oils)

Novel feature selection method based on stochastic methods coupled to support vector machines using H- NMR data (data of olive and hazelnut oils)

Uno de los principales inconvenientes que se presentan en el anl̀isis y procesamiento de la informacin̤, es que en la representacin̤ de la informacin̤ normalmente se encuentra un alto nm͠ero de muestras, cada una de ellas con cientos de variables, en muchos casos con informacin̤ irrelevante y ruidos...

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Dettagli Bibliografici
Altri autori: Gualdron Oscar Eduardo, Duran Cristhian Manuel, Isaza Claudia, Universidad Industrial de Santander (UIS)
Natura: Libro
Lingua:inglese
Soggetti:
Aceites y grasas
Industria de aceites vegetales
Procesos estocs̀ticos
Oils and fats
Vegetable oil industry
Stochastic processes
Seleccin̤ de parm̀etros
H-NMR
Recocido simulado
Mq̀uinas de soporte vectorial
Aceite de oliva
Aceite
Feature selection
H-NMR
Simulated annealing
Support vector machine
Olive oil
Hazelnut oil
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Novel feature selection method based on stochastic methods coupled to support vector machines using H- NMR data (data of olive and hazelnut oils)

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