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Beschreibung
This book presents intelligent data analysis as a tool to fight against COVID-19 pandemic. The intelligent data analysis includes machine learning, natural language processing, and computer vision applications to teach computers to use big data-based models for pattern recognition, explanation, and prediction. These functions are discussed in detail in the book to recognize (diagnose), predict, and explain (treat) COVID-19 infections, and help manage socio-economic impacts. It also discusses primary warnings and alerts; tracking and prediction; data dashboards; diagnosis and prognosis; treatments and cures; and social control by the use of intelligent data analysis. It provides analysis reports, solutions using real-time data, and solution through web applications details.
Details
| Verlag | Springer Singapore |
| Ersterscheinung | 23. Juni 2021 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 752 Gramm |
| Format | Hardcover |
| ISBN-13 | 9789811615733 |
| Seiten | 370 |
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