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

• Main Author: Araghinejad, Shahab (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Dordrecht : Springer Netherlands : Imprint: Springer, 2014.
• Series: Water Science and Technology Library, 67
• Subjects: Earth sciences.; Hydrology.; Hydrogeology.; Environmental management.; Environmental sciences.; Water pollution.; Earth Sciences.; Hydrology/Water Resources.; Math. Appl. in Environmental Science.; Waste Water Technology / Water Pollution Control / Water Management / Aquatic Pollution.; Environmental Monitoring/Analysis.; Environmental Management.

“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 practitioners....

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.   .