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.
Produkteigenschaften
- Artikelnummer: 9789811615733
- Medium: Buch
- ISBN: 978-981-16-1573-3
- Verlag: Springer Nature Singapore
- Erscheinungstermin: 23.06.2021
- Sprache(n): Englisch
- Auflage: 1. Auflage 2021
- Serie: Algorithms for Intelligent Systems
- Produktform: Gebunden
- Gewicht: 752 g
- Seiten: 370
- Format (B x H x T): 160 x 241 x 27 mm
- Ausgabetyp: Kein, Unbekannt