LEADER 04706nam 22007575 450 001 996465445903316 005 20240619142921.0 010 $a3-030-55258-6 024 7 $a10.1007/978-3-030-55258-9 035 $a(CKB)4100000011505510 035 $a(DE-He213)978-3-030-55258-9 035 $a(MiAaPQ)EBC6371579 035 $a(PPN)258062673 035 $a(EXLCZ)994100000011505510 100 $a20201012d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach /$fedited by Aboul-Ella Hassanien, Nilanjan Dey, Sally Elghamrawy 205 $a1st ed. 2020. 210 $cSpringer International Publishing$d2020 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (XI, 307 p. 169 illus., 130 illus. in color.) 225 1 $aStudies in Big Data,$x2197-6511 ;$v78 311 $a3-030-55257-8 320 $aIncludes bibliographical references. 327 $aCoronavirus Spreading Forecasts based on Susceptible-Infectious- Recovered and Linear Regression Model -- Virus Graph and COVID-19 Pandemic: A Graph Theory Approach -- Nonparametric Analysis of Tracking Data in the Context of COVID-19 Pandemic -- Visualization and prediction of trends of Covid-19 pandemic during early outbreak in India using DNN and SVR -- The Detection of COVID-19 in CT Medical Images: A Deep Learning Approach -- COVID-19 Data Analysis and Innovative approach in Prediction of Cases -- Detection of COVID-19 using Chest Radiographs with Intelligent Deployment Architecture -- COVID-19 Diagnostics from the Chest X-Ray Image Using Corner-Based Weber Local Descriptor -- Why are Generative Adversarial Networks Vital for Deep Neural Networks? A Case Study on COVID-19 Chest X-Ray Images -- Artificial intelligence against COVID-19: A meta-analysis of current research -- Insights of Artificial Intelligence to Stop Spread of COVID-19 -- AI based Covid19 analysis-A pragmatic approach -- Artificial Intelligence and Psychosocial Support during the COVID-19 Outbreak -- Role of The Accurate Detection of Core Body Temperature in The Early Detection of Coronavirus -- The effect Coronavirus Pendamic on Education into Electronic Multi-Modal Smart Education -- An H2O?s Deep Learning-inspired model based on Big Data analytics for Coronavirus Disease (COVID-19) Diagnosis -- Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique -- Stacking Deep Learning for Early COVID-19 Vision Diagnosis. 330 $aThis book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first part discusses the forecasting and visualization of the COVID-19 data. The second part describes applications of artificial intelligence in the COVID-19 diagnosis of chest X-Ray imaging. The third part discusses the insights of artificial intelligence to stop spread of COVID-19, while the last part presents deep learning and big data analytics which help fight the COVID-19. . 410 0$aStudies in Big Data,$x2197-6511 ;$v78 606 $aEngineering$xData processing 606 $aArtificial intelligence 606 $aComputational intelligence 606 $aBiomedical engineering 606 $aEpidemiology 606 $aBig data 606 $aData Engineering 606 $aArtificial Intelligence 606 $aComputational Intelligence 606 $aBiomedical Engineering and Bioengineering 606 $aEpidemiology 606 $aBig Data 615 0$aEngineering$xData processing. 615 0$aArtificial intelligence. 615 0$aComputational intelligence. 615 0$aBiomedical engineering. 615 0$aEpidemiology. 615 0$aBig data. 615 14$aData Engineering. 615 24$aArtificial Intelligence. 615 24$aComputational Intelligence. 615 24$aBiomedical Engineering and Bioengineering. 615 24$aEpidemiology. 615 24$aBig Data. 676 $a610.28563 702 $aDey$b Nilanjan 702 $aElghamrawy$b Sally 702 $aHassanien$b Aboul Ella 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465445903316 996 $aBig data analytics and artificial intelligence against COVID-19$92036139 997 $aUNISA