Intelligence Systems for Earth, Environmental and Planetary Sciences
Methods, Models and Applications
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60 660 Ft (57 772 Ft + 5% VAT)
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60 660 Ft
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Product details:
- Publisher Elsevier
- Date of Publication 9 August 2024
- ISBN 9780443132933
- Binding Paperback
- No. of pages290 pages
- Size 228x152 mm
- Weight 880 g
- Language English 627
Categories
Long description:
Intelligence Systems for Earth, Environmental and Planetary Sciences: Methods, Models and Applications provides cutting-edge theory and applications of modern-day artificial intelligence and data science in the Earth, environment, and planetary science fields. The book is divided into three sections: (i) Methods, covering the fundamentals of intelligence systems, along with an introduction to the preparation of datasets; (ii) Models, detailing model development, data assimilation, and techniques in each field; and (iii) Applications, presenting case studies of artificial intelligence and data science solutions to Earth, environmental, and planetary sciences problems, as well as future perspectives.
Intelligence Systems for Earth, Environmental and Planetary Sciences will be of interest to students, academics, and postgraduate professionals in the field of applied sciences, Earth, environmental, and planetary sciences and would also serve as an excellent companion resource to courses studying artificial intelligence applications for theoretical and practical studies in Earth, environmental, and planetary sciences.
Table of Contents:
1. Smart techniques for Earth, environmental and planetary sciences
2. Data preparation processes
3. Meta-heuristic algorithms for Earth, environmental and planetary sciences
4. Standard to Advanced version of meta-heuristic algorithms
5. The application of machine learning and evolutionary computational techniques
6. Case studies of applications of evolutionary computational techniques
7. Future applications
Intelligence Systems for Earth, Environmental and Planetary Sciences: Methods, Models and Applications
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