Controlling epidemics with mathematical and machine learning models[electronic resource]

• 作者: Varghese, Abraham,
• 其他作者: Lacap, Eduardo M., , Sajath, Ibrahim, , Kumar, Kamal, , Kolamban, Shajidmon, , IGI Global.
• 出版: Hershey, Pennsylvania : IGI Global 2023.
• 稽核項: 1 online resource (269 p.) :ill.
• 叢書名: Advances in computational intelligence and robotics (ACIR) book series
• 標題: Epidemiological Models. , Machine learning. , Communicable Diseases epidemiology. , Machine Learning. , Epidemiology , Epidemiologic Methods. , Mathematical models. , Epidemiology Mathematical models. , Electronic books. , epidemiology. , Communicable Diseases
• ISBN: 1799883434 , 9781799883432
• 試查全文@TNUA:
  
• 附註: Includes bibliographical references and index. Chapter 1. Epidemiology models -- Chapter 2. The basic reproduction number -- Chapter 3. Basic compartmental models -- Chapter 4. Simulation of SIR model -- Chapter 5. Extended compartmental model -- Chapter 6. Graph theory approach to epidemic study -- Chapter 7. Network and epidemic model -- Chapter 8. Introduction to machine learning -- Chapter 9. Pairing regression model and R programming -- Chapter 10. Adaptive neuro fuzzy inference system for likelihood of admission to ICU for Covid-19 patients.
• 摘要: "The objective of this book is to make mathematical models for epidemical diseases, especially Covid-19, focusing on quarantine, isolation and vaccine effect for the control of the disease and providing simulation of the model to bedone with the help of python/matlab"--
• 電子資源: https://dbs.tnua.edu.tw/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-8343-2
• 系統號: 005331152
• 資料類型: 電子書
• 讀者標籤: 需登入
• 引用網址: 複製連結
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