Big data visualization and visual analytics of COVID-19 data

CK Leung, Y Chen, CSH Hoi, S Shang… - … visualisation (iv), 2020 - ieeexplore.ieee.org
data visualization and visual analytics tool for visualizing and analyzing COVID-19
epidemiological data… a better understanding of COVID-19 disease, we design and develop a big …

A visual analytics based decision making environment for COVID-19 modeling and visualization

S Afzal, S Ghani, HC Jenkins-Smith… - … IEEE Visualization …, 2020 - ieeexplore.ieee.org
visual analytics environment to facilitate COVID-19 modeling, exploration, and visualization.
… in multiple linked views of our visual analytics environment. The environment enables …

A visual data science solution for visualization and visual analytics of big sequential data

CK Leung, Y Wen, C Zhao, H Zheng… - … Visualisation (IV), 2021 - ieeexplore.ieee.org
analytics of big sequential data. We illustrate the ideas through the visualization and visual
analytics of sequences of real-life COVID-19 epidemiological data. Our solution enables …

Visual analytics for the coronavirus COVID-19 pandemic

CG Healey, SJ Simmons, C Manivannan, Y Ro - Big Data, 2022 - liebertpub.com
… the low-level human visual system. Although we focus on analytics and visualization for the
COVID pandemic, the … Given available data, lessons learned from our current analytics and …

DatAC: A visual analytics platform to explore climate and air quality indicators associated with the COVID-19 pandemic in Spain

J Martorell-Marugán, JA Villatoro-García… - Science of the Total …, 2021 - Elsevier
… Here, we present DatAC (Data Against COVID-19), a data fusion project with an interactive
COVID-19 and environmental data in Spain. DatAC is provided with powerful data analysis

A Review of COVID-19 Outbreak Analysis Using Visual Analytics Approach

L MB, RB Joseph, R Sunder… - … Conference on Smart Data …, 2021 - papers.ssrn.com
COVID-19, Visual Analytics and its application in the field of public health, especially in the
case of COVID-19… and spread of this contagious disease using the visual analytics approach. …

Senti-COVID19: An interactive visual analytics system for detecting public sentiment and insights regarding COVID-19 from social media

X Yu, MD Ferreira, FV Paulovich - IEEE Access, 2021 - ieeexplore.ieee.org
… Moreover, Senti-COVID19 incorporates different views for the visual … -COVID19 is an
interactive visual analysis system that identifies the dominant public sentiment towards COVID-19

QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil

JCC Ipenza, NML Romero, M Loreto, NF Júnior… - Applied soft …, 2022 - Elsevier
… made this data publicly available. It is crucial, in this context, to apply analysis techniques …
We propose QDS-COVID, a visual analytics prototype for creating insights over SUS records…

COVIs: supporting temporal visual analysis of Covid-19 events usable in data-driven journalism

RA Leite, V Schetinger, D Ceneda… - … IEEE Visualization …, 2020 - ieeexplore.ieee.org
… , data aspects, and challenges of COVID19 data analysis; (2) We propose a Visual Analytics
approach (called COVis) combining different temporal aspects of COVID-19 data with the …

Deep learning for visual analytics of the spread of COVID-19 infection in crowded urban environments

Y Pi, ND Nath, S Sampathkumar… - Natural Hazards …, 2021 - ascelibrary.org
… The novel SARS-CoV-2 coronavirus caused a global … This paper presents a visual analysis
approach that uses … video data from Xiamen, China, recorded during the COVID-19 pandemic…