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Cover: 9783030747602 | Understanding COVID-19: The Role of Computational Intelligence | Buch
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Understanding COVID-19: The Role of Computational Intelligence
Buch von Janmenjoy Nayak (u. a.)
Sprache: Englisch

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Beschreibung
This book provides a comprehensive description of the novel coronavirus infection, spread analysis, and related challenges for the effective combat and treatment. With a detailed discussion on the nature of transmission of COVID-19, few other important aspects such as disease symptoms, clinical application of radiomics, image analysis, antibody treatments, risk analysis, drug discovery, emotion and sentiment analysis, virus infection, and fatality prediction are highlighted. The main focus is laid on different issues and futuristic challenges of computational intelligence techniques in solving and identifying the solutions for COVID-19. The book drops radiance on the reasons for the growing profusion and complexity of data in this sector. Further, the book helps to focus on further research challenges and directions of COVID-19 for the practitioners as well as researchers.
This book provides a comprehensive description of the novel coronavirus infection, spread analysis, and related challenges for the effective combat and treatment. With a detailed discussion on the nature of transmission of COVID-19, few other important aspects such as disease symptoms, clinical application of radiomics, image analysis, antibody treatments, risk analysis, drug discovery, emotion and sentiment analysis, virus infection, and fatality prediction are highlighted. The main focus is laid on different issues and futuristic challenges of computational intelligence techniques in solving and identifying the solutions for COVID-19. The book drops radiance on the reasons for the growing profusion and complexity of data in this sector. Further, the book helps to focus on further research challenges and directions of COVID-19 for the practitioners as well as researchers.
Zusammenfassung

Presents advanced computational intelligence approaches spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, self-organizing systems, fuzzy systems, and hybrid intelligent systems in solving COVID-19

Covers novel computational intelligence and technological models for the purpose of effective COVID-19 solving at par with the standards laid down by the World Health Organization

Written by experts in the field

Inhaltsverzeichnis
COVID-19 Pandemic: Theory, Concepts and Challenges.- SARS-CoV-2 Infection and Antibody-Dependent Enhancement.- Application of Deep Learning Techniques for COVID-19 Management.- Geographic spread and control of 2019-nCoV in the absence of vaccine.- An integrated GIS/GPS based e-Governance approach for different agencies to fight againstCOVID-19.- Deep Learning for COVID-19.
Details
Erscheinungsjahr: 2021
Fachbereich: Technik allgemein
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Studies in Computational Intelligence
Inhalt: xv
569 S.
61 s/w Illustr.
173 farbige Illustr.
569 p. 234 illus.
173 illus. in color.
ISBN-13: 9783030747602
ISBN-10: 3030747603
Sprache: Englisch
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Redaktion: Nayak, Janmenjoy
Abraham, Ajith
Naik, Bighnaraj
Herausgeber: Janmenjoy Nayak/Bighnaraj Naik/Ajith Abraham
Auflage: 1st ed. 2022
Hersteller: Springer International Publishing
Springer International Publishing AG
Studies in Computational Intelligence
Maße: 241 x 160 x 37 mm
Von/Mit: Janmenjoy Nayak (u. a.)
Erscheinungsdatum: 28.07.2021
Gewicht: 1,039 kg
Artikel-ID: 119743459
Zusammenfassung

Presents advanced computational intelligence approaches spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, self-organizing systems, fuzzy systems, and hybrid intelligent systems in solving COVID-19

Covers novel computational intelligence and technological models for the purpose of effective COVID-19 solving at par with the standards laid down by the World Health Organization

Written by experts in the field

Inhaltsverzeichnis
COVID-19 Pandemic: Theory, Concepts and Challenges.- SARS-CoV-2 Infection and Antibody-Dependent Enhancement.- Application of Deep Learning Techniques for COVID-19 Management.- Geographic spread and control of 2019-nCoV in the absence of vaccine.- An integrated GIS/GPS based e-Governance approach for different agencies to fight againstCOVID-19.- Deep Learning for COVID-19.
Details
Erscheinungsjahr: 2021
Fachbereich: Technik allgemein
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Studies in Computational Intelligence
Inhalt: xv
569 S.
61 s/w Illustr.
173 farbige Illustr.
569 p. 234 illus.
173 illus. in color.
ISBN-13: 9783030747602
ISBN-10: 3030747603
Sprache: Englisch
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Redaktion: Nayak, Janmenjoy
Abraham, Ajith
Naik, Bighnaraj
Herausgeber: Janmenjoy Nayak/Bighnaraj Naik/Ajith Abraham
Auflage: 1st ed. 2022
Hersteller: Springer International Publishing
Springer International Publishing AG
Studies in Computational Intelligence
Maße: 241 x 160 x 37 mm
Von/Mit: Janmenjoy Nayak (u. a.)
Erscheinungsdatum: 28.07.2021
Gewicht: 1,039 kg
Artikel-ID: 119743459
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