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Titlebook: Intelligent Systems and Methods to Combat Covid-19; Amit Joshi,Nilanjan Dey,K. C. Santosh Book 2020 The Editor(s) (if applicable) and The

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发表于 2025-3-21 20:03:16 | 显示全部楼层 |阅读模式
书目名称Intelligent Systems and Methods to Combat Covid-19
编辑Amit Joshi,Nilanjan Dey,K. C. Santosh
视频videohttp://file.papertrans.cn/471/470054/470054.mp4
概述Discusses a range of intelligent systems and methods to prevent further spread of COVID-19.Addresses anomalies involved in the process of data collection.Serves as a reference for young scholars, rese
丛书名称SpringerBriefs in Applied Sciences and Technology
图书封面Titlebook: Intelligent Systems and Methods to Combat Covid-19;  Amit Joshi,Nilanjan Dey,K. C. Santosh Book 2020 The Editor(s) (if applicable) and The
描述.This book discusses intelligent systems and methods to prevent further spread of COVID-19, including artificial intelligence, machine learning, computer vision, signal processing, pattern recognition, and robotics. It not only explores detection/screening of COVID-19 positive cases using one type of data, such as radiological imaging data, but also examines how data analytics-based tools can help predict/project future pandemics. In addition, it highlights various challenges and opportunities, like social distancing, and addresses issues such as data collection, privacy, and security, which affect the robustness of AI-driven tools. Also investigating data-analytics-based tools for projections using time series data, pattern analysis tools for unusual pattern discovery (anomaly detection) in image data, as well as AI-enabled robotics and its possible uses, the book will appeal to a broad readership, including academics, researchers and industry professionals..
出版日期Book 2020
关键词Covid-19; Coronavirus; Intelligent Methods; Prediction and Optimization; Social Distancing; Data Analytic
版次1
doihttps://doi.org/10.1007/978-981-15-6572-4
isbn_softcover978-981-15-6571-7
isbn_ebook978-981-15-6572-4Series ISSN 2191-530X Series E-ISSN 2191-5318
issn_series 2191-530X
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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978-981-15-6571-7The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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Book 2020ter vision, signal processing, pattern recognition, and robotics. It not only explores detection/screening of COVID-19 positive cases using one type of data, such as radiological imaging data, but also examines how data analytics-based tools can help predict/project future pandemics. In addition, it
发表于 2025-3-22 20:11:59 | 显示全部楼层
Data Analytics: COVID-19 Prediction Using Multimodal Data,mparison. Finally, this chapter concludes with the prediction of COVID-19 using Prophet algorithm indicating more faster spread in short term. These predictions will be useful to government and healthcare communities to initiate appropriate measures to control this outbreak in time.
发表于 2025-3-22 21:43:28 | 显示全部楼层
COVID-19 Apps: Privacy and Security Concerns,ensitive data being collected is not exclusive to public health organizations and governments, this chapter explores different apps that were developed aiming to combat COVID-19, and the related personal data privacy concerns that arise in the post-coronavirus era.
发表于 2025-3-23 03:30:30 | 显示全部楼层
Coronavirus Outbreak: Multi-Objective Prediction and Optimization,matical formulation can evaluate the count of positive cases, mortality, recovery cases, transmission rate and prediction of peak time period. It is observed that the coronavirus outbreak is the constrained multi-objective prediction and optimization problem and also it is time variant.
发表于 2025-3-23 06:16:13 | 显示全部楼层
Artificial Intelligence-Enabled Robotic Drones for COVID-19 Outbreak,e their performance and increase efficiency in various situations to fight COVID-19. Further, it provides an in-depth review and analysis of literature on related work on COVID-19 outbreak. It also gives the necessary background for future research in edge intelligence, AI-enabled robotic drone and intelligent networks.
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