Artificial Intelligence-Driven Geographies Revolutionizing Urban Studies /
This groundbreaking book delves deep into the history of AI, the major techniques and algorithms of machine learning and deep learning, and the critical role of data sources and processing in these disciplines. It covers a range of AI applications in human geography, including population distributio...
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| Main Authors: | , |
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| Korporativna značnica: | |
| Format: | Elektronski eKnjiga |
| Jezik: | angleščina |
| Izdano: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2024.
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| Izdaja: | 1st ed. 2024. |
| Serija: | City Development: Issues and Best Practices,
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| Teme: | |
| Online dostop: | https://doi.org/10.1007/978-981-97-5116-7 |
| Oznake: |
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Kazalo:
- Introduction
- Artificial intelligence
- Data Sources and Processing
- Population distribution and migration patterns
- Land use and land cover change detection
- Environmental risk assessment and climate change impacts
- Socioeconomic inequality and spatial analysis
- Health and disease mapping
- Smart cities and IoT integration
- Transportation and traffic management
- Urban growth and sprawl prediction
- Housing, affordability, and real estate market analysis
- Sustainable development and resource management
- Ethical Considerations and Challenges
- Conclusion and Future Prospects.