Computational Intelligence Methods in COVID-19: Surveillance, Prevention, Prediction and Diagnosis

Chi tiết về thư mục
Tác giả của công ty: SpringerLink (Online service)
Tác giả khác: Raza, Khalid (Biên tập viên)
Tóm tắt:XIX, 436 p. 114 illus., 97 illus. in color.
text
Ngôn ngữ:Tiếng Anh
Được phát hành: Singapore : Springer Nature Singapore : Imprint: Springer, 2021.
Phiên bản:1st ed. 2021.
Loạt:Studies in Computational Intelligence, 923
Những chủ đề:
Truy cập trực tuyến:https://doi.org/10.1007/978-981-15-8534-0
Định dạng: Điện tử Sách
Mục lục:
  • 1. An Introduction to Computational Intelligence in COVID-19: Surveillance, Prevention, Prediction, and Diagnosis
  • 2. Role of Computational Intelligence against COVID-19
  • 3. Using Computational Intelligence for Tracking COVID-19 Outbreak in Online Social Networks
  • 4. Social Network Analysis for the Identification of Key Spreaders during COVID-19
  • 5. Mobile Technology Solution for COVID -19: Surveillance and Prevention
  • 6. The Role of Internet of Things (IoT) in the Containment and Spread of the Novel COVID-19 Pandemic
  • 7. A Review on Predictive Systems and Data Models for COVID-19
  • 8. A Comparative Study of the SIR Prediction Models and Disease Control Strategies: A Case Study of the State of Kerala, India
  • 9. Computational Intelligence Approach for Prediction of COVID-19 using Particle Swarm Optimization. 10. COVID-19 Insightful Data Visualization and Forecasting using Elasticsearch.