Impact of AI and Data Science in Response to Coronavirus Pandemic
Produktnummer:
18e11136e265d0420fa9d8f79769251034
| Themengebiete: | Artificial Intelligence Coronavirus Covid-19 Data Science Deep Learning Healthcare Informatics Machine Learning Pandemic |
|---|---|
| Veröffentlichungsdatum: | 23.07.2021 |
| EAN: | 9789811627859 |
| Sprache: | Englisch |
| Seitenzahl: | 324 |
| Produktart: | Gebunden |
| Herausgeber: | Chae, Gyoo-Soo Mallick, Pradeep Kumar Mishra, Bhabani Shankar Prasad Mishra, Sushruta Tripathy, Hrudaya Kumar |
| Verlag: | Springer Singapore |
Produktinformationen "Impact of AI and Data Science in Response to Coronavirus Pandemic"
The book presents advanced AI based technologies in dealing with COVID-19 outbreak and provides an in-depth analysis of variety of COVID-19 datasets throughout globe. It discusses recent artificial intelligence based algorithms and models for data analysis of COVID-19 symptoms and its possible remedies. It provides a unique opportunity to present the work on state-of-the-art of modern artificial intelligence tools and technologies to track and forecast COVID-19 cases. It indicates insights and viewpoints from scholars regarding risk and resilience analytics for policy making and operations of large-scale systems on this epidemic. A snapshot of the latest architectures, frameworks in machine learning and data science are also highlighted to gather and aggregate data records related to COVID-19 and to diagnose the virus. It delivers significant research outcomes and inspiring new real-world applications with respect to feasible AI based solutions in COVID-19 outbreak. In addition, itdiscusses strong preventive measures to control such pandemic.
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