Analyzing the epidemiological outbreak of COVID19: A visual exploratory data analysis approach

SK Dey, MM Rahman, UR Siddiqi… - Journal of medical …, 2020 - Wiley Online Library
… discuss different time-series data by using some visual exploratory data analysis (V-EDA) …
2019 coronavirus dataset (January-February 2020), COVID-19 (nCOV-19) coronavirus spread …

COVID19 pandemic in the new era of big data analytics: Methodological innovations and future research directions

J Sheng, J Amankwah‐Amoah… - British Journal of …, 2021 - Wiley Online Library
data analytics, we outline how these can be leveraged in addressing contemporary management
issues stemming from COVID-19 … (Chang, 2018) and developing a visual analytics and …

Beyond (mis) representation: Visuals in COVID-19 misinformation

JS Brennen, FM Simon… - The International Journal …, 2021 - journals.sagepub.com
… of visuals in pieces of misinformation concerning COVID-19. We present a mixed-methods
analysis of the visuals in ninety-six pieces of COVID-19 … a variety of forms of visual analysis. …

Review of big data analytics, artificial intelligence and nature-inspired computing models towards accurate detection of COVID-19 pandemic cases and contact tracing

IE Agbehadji, BO Awuzie, AB Ngowi… - International journal of …, 2020 - mdpi.com
… with a confirmed case of COVID-19. Although there is no definition for contact tracing big
data analytics, we define it as the collection and analysis of social historical contact information …

Artificial intelligence (AI) and big data for coronavirus (COVID-19) pandemic: a survey on the state-of-the-arts

QV Pham, DC Nguyen, T Huynh-The, WJ Hwang… - IEEE …, 2020 - ieeexplore.ieee.org
… This section presents the fundamentals of COVID-19, AI, big data. This section also
shows motivations behind the use of AI and big data in response to the COVID-19 pandemic. …

Design and analysis of a large-scale COVID-19 tweets dataset

R Lamsal - applied intelligence, 2021 - Springer
analysis Multiple studies have performed social network analysis on Twitter data related to
the COVID-19 … hashtag using social network analysis techniques to understand whether the …

[HTML][HTML] Deep Learning applications for COVID-19

C Shorten, TM Khoshgoftaar, B Furht - Journal of big Data, 2021 - Springer
COVID-19 applications solely through the lens of Deep Learning. In comparison with other
surveys on COVID-19 applications in Data … a detailed analysis of how the given data is …

[HTML][HTML] COVID-19: challenges to GIS with big data

C Zhou, F Su, T Pei, A Zhang, Y Du, B Luo… - Geography and …, 2020 - Elsevier
… "; 4) developed a multi-scale integrated spatiotemporal dynamic visualization technology to
… to manage visualization analysis on “one map” of multidimensional epidemic data under a …

Leveraging data science to combat COVID-19: A comprehensive review

S Latif, M Usman, S Manzoor, W Iqbal… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… possible use cases where data science can help address COVID-19 challenges. In Section
… by data scientists. In Section V we present a bibliometric analysis of the COVID-19 related …

Response to COVID-19 in Taiwan: big data analytics, new technology, and proactive testing

CJ Wang, CY Ng, RH Brook - Jama, 2020 - jamanetwork.com
… number of cases of coronavirus disease 2019 (COVID-19) due to … Given the continual spread
of COVID-19 around the world, … COVID-19 occurred just before the Lunar New Year during …