Big data covid-19 systematic literature review: Pandemic crisis

LA Haafza, MJ Awan, A Abid, A Yasin, H Nobanee… - Electronics, 2021 - mdpi.com
The COVID-19 pandemic has frightened people worldwide, and coronavirus has become
the most commonly used phrase in recent years. Therefore, there is a need for a systematic …

Machine learning and OLAP on big COVID-19 data

CK Leung, Y Chen, CSH Hoi, S Shang… - … Conference on Big …, 2020 - ieeexplore.ieee.org
In the current technological era, huge amounts of big data are generated and collected from
a wide variety of rich data sources. These big data can be of different levels of veracity in the …

Systematic analysis of healthcare big data analytics for efficient care and disease diagnosing

S Khan, HU Khan, S Nazir - Scientific Reports, 2022 - nature.com
Big data has revolutionized the world by providing tremendous opportunities for a variety of
applications. It contains a gigantic amount of data, especially a plethora of data types that …

Temporal data analytics on COVID-19 data with ubiquitous computing

Y Chen, CK Leung, S Shang… - 2020 IEEE Intl Conf on …, 2020 - ieeexplore.ieee.org
With technological advancements in computing and communications, huge amounts of big
data are generated and collected at a very rapid rate from a wide variety of rich data …

Simulation agent-based model to demonstrate the transmission of COVID-19 and effectiveness of different public health strategies

Y Wang, H Xiong, S Liu, A Jung, T Stone… - Frontiers in Computer …, 2021 - frontiersin.org
COVID-19 has changed the world fundamentally since its outbreak in January 2020. Public
health experts and administrations around the world suggested and implemented various …

An autoscaling platform supporting graph data modelling big data analytics

A Kiourtis, P Karamolegkos… - … and Technology in …, 2022 - ebooks.iospress.nl
Big Data has proved to be vast and complex, without being efficiently manageable through
traditional architectures, whereas data analysis is considered crucial for both technical and …

An intelligent forecast for COVID‐19 based on single and multiple features

Y Wang, Y Zhang, X Zhang, H Liang… - … Journal of Intelligent …, 2022 - Wiley Online Library
It is urgent to identify the development of the Corona Virus Disease 2019 (COVID‐19) in
countries around the world. Therefore, visualization is particularly important for monitoring …

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

CK Leung, Y Wen, C Zhao, H Zheng… - 2021 25th …, 2021 - ieeexplore.ieee.org
In the current era of big data, huge volumes of valuable data have been generated and
collected at a rapid velocity from a wide variety of rich data sources. In recent years, the …

Conceptual modeling and smart computing for big transportation data

CK Leung, Y Wen, H Zheng - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Technical advancements in recent decades have led to generation and collection of much
more data at a rapid rate from a wide variety of rich data sources. The popularity of initiates …

Visualizing multilayer spatiotemporal epidemiological data with animated geocircles

B Ondov, HB Patel, AT Kuo, J Kastner… - Journal of the …, 2024 - academic.oup.com
Objective The COVID-19 pandemic emphasized the value of geospatial visual analytics for
both epidemiologists and the general public. However, systems struggled to encode …