Del 78 - Special Publications
Advanced Hydroinformatics
Machine Learning and Optimization for Water Resources
Inbunden, Engelska, 2024
Av Gerald A. Corzo Perez, Dimitri P. Solomatine, The Netherlands) Corzo Perez, Gerald A. (IHE Delft Institute for Water Education, The Netherlands) Solomatine, Dimitri P. (IHE Delft Institute for Water Education; Delft University of Technology, Gerald A Corzo Perez, Dimitri P Solomatine
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Fri frakt för medlemmar vid köp för minst 249 kr.Applying machine learning and optimization technologies to water management problemsThe rapid development of machine learning brings new possibilities for hydroinformatics research and practice with its ability to handle big data sets, identify patterns and anomalies in data, and provide more accurate forecasts.Advanced Hydroinformatics: Machine Learning and Optimization for Water Resources presents both original research and practical examples that demonstrate how machine learning can advance data analytics, accuracy of modeling and forecasting, and knowledge discovery for better water management.Volume Highlights Include: Overview of the application of artificial intelligence and machine learning techniques in hydroinformaticsAdvances in modeling hydrological systemsDifferent data analysis methods and models for forecasting water resourcesNew areas of knowledge discovery and optimization based on using machine learning techniquesCase studies from North America, South America, the Caribbean, Europe, and AsiaThe American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.
Produktinformation
- Utgivningsdatum2024-01-02
- Mått157 x 231 x 30 mm
- Vikt844 g
- SpråkEngelska
- SerieSpecial Publications
- Antal sidor480
- FörlagJohn Wiley & Sons Inc
- EAN9781119639312