Frame Theory in Data Science
This book establishes brand-new frame theory and technical implementation in data science, with a special focus on spatial-scale feature extraction, network dynamics, object-oriented analysis, data-driven environmental prediction, and climate diagnosis. Given that data science is unanimously recogni...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2024, 2024
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| Edition: | 1st ed. 2024 |
| Series: | Advances in Science, Technology & Innovation, IEREK Interdisciplinary Series for Sustainable Development
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Abstract Frame Theory
- Fourier-type Frame Theory
- Bandlimited Framelet Theory
- Compactly Supported Framelet Theory
- Periodic Framelet Theory
- Spheroidal-type Frame Theory
- Big Data
- Climate Diagnosis
- Frame Neural Networks