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

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

Bibliographic Details
Main Author: Araghinejad, Shahab. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Dordrecht : Springer Netherlands : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:Water Science and Technology Library, 67
Subjects:
Hydrogeology.
Hydrology.
Environmental sciences.
Water pollution.
Environmental monitoring.
Environmental management.
Hydrology/Water Resources.
Math. Appl. in Environmental Science.
Waste Water Technology / Water Pollution Control / Water Management / Aquatic Pollution.
Monitoring/Environmental Analysis.
Environmental Management.
Table of Contents:
  • 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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