Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering

"Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering" provides a systematic account of major concepts and methodologies for data-driven models and presents a unified framework that makes the subject more accessible to and applicable for researchers and prac...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Araghinejad, Shahab (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Dordrecht : Springer Netherlands : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Water Science and Technology Library, 67
Temas:
Geology.
Water.
Hydrology.
Environmental sciences-Mathematics.
Pollution.
Environmental monitoring.
Environmental management.
Mathematical Applications in Environmental Science.
Environmental Monitoring.
Environmental Management.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preface
  • 1. Introduction
  • 2. Basic Statistics
  • 3. Regression Based Models
  • 4. Time Series Modeling
  • 5. Artificial Neural Networks
  • 6. Support Vector Machines.- 7. Fuzzy Models
  • 8. Hybrid Models and Multi Model Data Fusion
  • Appendix
  • Index.   .

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