From Curve Fitting to Machine Learning An Illustrative Guide to Scientific Data Analysis and Computational Intelligence /

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This successful book provides in its second edition an interactive and illustrative guide from two-dimensional curve fitting to multidimensional clustering and machine learning with neural networks or support vector machines. Along the way topics like mathematical optimization or evolutionary algori...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Zielesny, Achim (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:2nd ed. 2016.
Colección:Intelligent Systems Reference Library, 109
Temas:
Artificial intelligence.
Engineering mathematics.
Engineering-Data processing.
Data mining.
Quantitative research.
Mathematical optimization.
Artificial Intelligence.
Mathematical and Computational Engineering Applications.
Data Mining and Knowledge Discovery.
Data Analysis and Big Data.
Optimization.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Curve Fitting
  • Clustering
  • Machine Learning
  • Discussion
  • CIP -Computational Intelligence Packages.

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