Frame theory in data science [electronic resource] / Zhihua Zhang, Palle E. T. Jorgensen.
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...
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Full Text (via Springer) |
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| Format: | Electronic eBook |
| Language: | English |
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Cham :
Springer,
2024.
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| Series: | Advances in science, technology & innovation.
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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.