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Machine learning on the COVID-19 pandemic, human mobility and air quality : a review
Title
Machine learning on the COVID-19 pandemic, human mobility and air quality : a review
Author
Thill, Jean-Claude, Rahman, Md. Mokhlesur, Paul, Kamal Chandra
Date Created
2021
Subjects--Topical
Machine learning, COVID-19 (Disease)
Description
The ongoing COVID-19 global pandemic is touching every facet of human lives (e.g., public health, education, economy, transportation, and the environment). This novel pandemic and non-pharmaceutical interventions of lockdown and confinement implem...
Machine learning of spatial data
Title
Machine learning of spatial data
Author
Thill, Jean-Claude, Nikparvar, Behnam
Date Created
2021
Subjects--Topical
Machine learning, Geospatial data
Description
Properties of spatially explicit data are often ignored or inadequately handled in machine learning for spatial domains of application. At the same time, resources that would identify these properties and investigate their influence and methods to...
A novel machine learning framework for comparison of viral COVID-19–related Sina Weibo and Twitter posts : workflow development and content analysis
Title
A novel machine learning framework for comparison of viral COVID-19–related Sina Weibo and Twitter posts : workflow development and content analysis
Author
Chen, Shi, Zhou, Lina, Song, Yunya, Xu, Qian, Wang, Ping, Wang, Kanlun, Ge, Yaorong, Janies, Daniel
Date Created
2021
Subjects--Topical
COVID-19 (Disease), Twitter (Firm), Social media, Machine learning
Description
Background: Social media plays a critical role in health communications, especially during global health emergencies such as the current COVID-19 pandemic. However, there is a lack of a universal analytical framework to extract, quantify, and comp...