1. Managing and controlling COVID-19 in Lebanon using IoT and Artificial Intelligence
- Author
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azoury, chadi, Wehbe, Arz, Baron, Claude, Vingerhoeds, Rob, Équipe Ingénierie Système et Intégration (LAAS-ISI), Laboratoire d'analyse et d'architecture des systèmes (LAAS), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT), Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, and Baron, Claude
- Subjects
[INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI] ,[INFO.INFO-SY] Computer Science [cs]/Systems and Control [cs.SY] ,[INFO.INFO-SE] Computer Science [cs]/Software Engineering [cs.SE] ,Internet of Things ,[INFO.INFO-CE]Computer Science [cs]/Computational Engineering, Finance, and Science [cs.CE] ,[INFO.INFO-CE] Computer Science [cs]/Computational Engineering, Finance, and Science [cs.CE] ,[INFO.INFO-SE]Computer Science [cs]/Software Engineering [cs.SE] ,[INFO.INFO-IA]Computer Science [cs]/Computer Aided Engineering ,[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation ,[INFO.INFO-IA] Computer Science [cs]/Computer Aided Engineering ,[INFO.INFO-ES] Computer Science [cs]/Embedded Systems ,[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] ,[INFO.INFO-PF]Computer Science [cs]/Performance [cs.PF] ,[INFO.INFO-PF] Computer Science [cs]/Performance [cs.PF] ,Artificial Intelligence ,Machine learning ,[INFO.INFO-SY]Computer Science [cs]/Systems and Control [cs.SY] ,[INFO.INFO-ES]Computer Science [cs]/Embedded Systems ,[INFO.INFO-MO] Computer Science [cs]/Modeling and Simulation ,COVID-19 Lebanon - Abstract
International audience; COVID-19 recently grew as a major problem worldwide and is considered the pandemic of the third century. Among the issues in dealing with this pandemic is the urgency, the bad communication, the decentralization of decision and the mismanagement of this crisis. In order to address these issues, the authors propose the use of Internet of Things and Artificial Intelligence. The Internet of Things proposes several solutions to the aforementioned problems, while using the Genetic Algorithm in AI to calibrate the proposed generalized SEIR mathematical model. This model, when calibrated to the existent recorded and confirmed data in Lebanon, will help predict the number of infected individuals. Thus, it will better prepare for the fight with the virus.
- Published
- 2021