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 practitioners....
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| Format: | eBook |
| Language: | English |
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Dordrecht
Springer Netherlands
2014, 2014
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| Edition: | 1st ed. 2014 |
| Series: | Water Science and Technology Library
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| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
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.