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

• Κύριος συγγραφέας: Araghinejad, Shahab (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Dordrecht : Springer Netherlands : Imprint: Springer, 2014.
• Σειρά: Water Science and Technology Library, 67
• Θέματα: 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....

Πίνακας περιεχομένων:

• 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.   .