Artificial Intelligence for COVID-19

Diego Oliva, Said Ali Hassan, Ali Mohamed (Herausgeber)

Buch | Softcover

X, 594 Seiten

2022 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-69746-4 (ISBN)

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This book presents a compilation of the most recent implementation of artificial intelligence methods for solving different problems generated by the COVID-19. The problems addressed came from different fields and not only from medicine. The information contained in the book explores different areas of machine and deep learning, advanced image processing, computational intelligence, IoT, robotics and automation, optimization, mathematical modeling, neural networks, information technology, big data, data processing, data mining, and likewise. Moreover, the chapters include the theory and methodologies used to provide an overview of applying these tools to the useful contribution to help to face the emerging disaster. The book is primarily intended for researchers, decision makers, practitioners, and readers interested in these subject matters. The book is useful also as rich case studies and project proposals for postgraduate courses in those specializations.

Simulation of the relation between the number of COVID-19 death cases as a result of the number of handwashing facilities by using artificial intelligence.- Big data and big data analytics for COVID-19 epidemic.- Big data in COVID-19 assistance - Concepts, motivations, advances and applications in real-world.- Two Layer Hybrid Scheme of IMO and PSO for Optimization of Local Aligner: COVID-19 as a case study.- Factors affecting medical mask purchase decision in COVID-19 pandemic.- Classification approach for COVID-19 gene based on Harris hawks optimization.

Erscheinungsdatum	23.07.2022
Reihe/Serie	Studies in Systems, Decision and Control
Zusatzinfo	X, 594 p. 268 illus., 250 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	914 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie
	Technik ► Medizintechnik
Schlagworte	Covid-19 • Decision Sciences • Forecasting • Mathematical Modelling • Operation Research • Scheduling • Supply Chain
ISBN-10	3-030-69746-0 / 3030697460
ISBN-13	978-3-030-69746-4 / 9783030697464
Zustand	Neuware