UID:
almahu_9949226661802882
Format:
XXIV, 424 p. 189 illus., 139 illus. in color.
,
online resource.
Edition:
1st ed. 2022.
ISBN:
9789811637834
Series Statement:
Disruptive Technologies and Digital Transformations for Society 5.0,
Content:
The book covers a wide topic collection starting from essentials of Computational Intelligence to advance, and possible application types against COVID-19 as well as its effects on the field of medical, social, and different data-oriented research scopes. Among these topics, the book also covers very recently, vital topics in terms of fighting against COVID-19 and solutions for future pandemics. The book includes the use of computational intelligence for especially medical diagnosis and treatment, and also data-oriented tracking-predictive solutions, which are key components currently for fighting against COVID-19. In this way, the book will be a key reference work for understanding how computational intelligence and the most recent technologies (i.e. Internet of Healthcare Thing, big data, and data science techniques) can be employed in solution phases and how they change the way of future solutions. The book also covers research works with negative results so that possible disadvantages of using computational intelligence solutions and/or experienced side-effects can be known widely for better future of medical solutions and use of intelligent systems against COVID-19 and pandemics. The book is considering both theoretical and applied views to enable readers to be informed about not only research works but also theoretical views about essentials/components of intelligent systems against COVID-19/pandemics, possible modeling scenarios with current and future perspective as well as solution strategies thought by researchers all over the world.
Note:
Image Processing for Computational Intelligence against COVID-19 -- Design of Computational Intelligence against COVID-19 -- Data Processing for Computational Intelligence against COVID-19 -- Geoprocessing/Tracking based Computational Intelligence for COVID-19 -- Computational Intelligence based Diagnosis for COVID-19 -- Predictive Computational Intelligence Systems for COVID-19 -- Computational Intelligence based mobile technology solutions for COVID-19 -- Computational Intelligence based treatment for COVID-19 -- Public Safety oriented Computational Intelligence applications for COVID-19 -- Internet of Health Things (IoHT) against COVID-19 -- Big Data and Computational Intelligence for COVID-19 -- New Data Models to be used by Computational Intelligence against COVID-19 -- Predictive Computational Intelligence for future pandemics -- Future pandemics analyze with Computational Intelligence -- Vaccine / drug discovery with Computational Intelligence against COVID-19 -- Intelligent optimization and Computational Intelligence for pandemics -- Reinforcement Computational Intelligence for pandemics precautions -- Managerial applications by Computational Intelligence for COVID-19 and pandemics.
In:
Springer Nature eBook
Additional Edition:
Printed edition: ISBN 9789811637827
Additional Edition:
Printed edition: ISBN 9789811637841
Additional Edition:
Printed edition: ISBN 9789811637858
Language:
English
DOI:
10.1007/978-981-16-3783-4
URL:
https://doi.org/10.1007/978-981-16-3783-4
URL:
Volltext
(URL des Erstveröffentlichers)
