Machine learning on the COVID-19 pandemic, human mobility and air quality: A review

MM Rahman, KC Paul, MA Hossain, GGMN Ali… - Ieee …, 2021 - ieeexplore.ieee.org
The ongoing COVID-19 global pandemic is touching every facet of human lives (eg, public
health, education, economy, transportation, and the environment). This novel pandemic and …

[HTML][HTML] Scientometric literature review: Effects of Work from Home (WFH) on transportation system

H Zubair, S Susilawati, A Talei - Multimodal Transportation, 2024 - Elsevier
This literature survey aims to provide a broad view of studies on work from home (WFH) and
its effect on travel behaviour published from 1975 to 5 February 2024 by employing …

Human mobility-based features to analyse the impact of COVID-19 on power system operation of Ireland

N Zarbakhsh, MS Misaghian… - IEEE Open Access …, 2022 - ieeexplore.ieee.org
COVID-19 non-pharmaceutical interventions (NPIs) are changing human mobility patterns;
however, the effects on power systems remain unclear. Previous loads and timings along …

Causal analysis and classification of traffic crash injury severity using machine learning algorithms

M Chakraborty, TJ Gates, S Sinha - Data science for transportation, 2023 - Springer
Objectives Causal analysis and classification of injury severity applying non-parametric
methods for traffic crashes have received limited attention. This study presents a …

[HTML][HTML] Analyzing factors of daily travel distances in Japan during the COVID-19 pandemic

M Mori, Y Omae, Y Kakimoto, M Sasaki… - Mathematical …, 2024 - aimspress.com
The global impact of the COVID-19 pandemic is widely recognized as a significant concern,
with human flow playing a crucial role in its propagation. Consequently, recent research has …

Exploring data sources and mathematical approaches for estimating human mobility rates and implications for understanding COVID-19 dynamics: a systematic …

Y Bali, VP Bajiya, JP Tripathi, A Mubayi - Journal of Mathematical Biology, 2024 - Springer
Human mobility, which refers to the movement of people from one location to another, is
believed to be one of the key factors shaping the dynamics of the COVID-19 pandemic …

Causal Analysis and Prediction of Human Mobility in the US during the COVID-19 Pandemic

S Sinha, M Chakraborty - arXiv preprint arXiv:2111.12272, 2021 - arxiv.org
Since the increasing outspread of COVID-19 in the US, with the highest number of confirmed
cases and deaths in the world as of September 2020, most states in the country have …

Domestic Tourism Growth in India, Post COVID-19: Perspectives of Tour Operators

S PJ, VG Girish, K Chatterjee, P Singh - Tourism: An International …, 2024 - hrcak.srce.hr
Sažetak Domestic tourism in India recorded impressive growth and supported the local
economy significantly in the last phase of the COVID-19 pandemic. The extant research on …

Do Dynamic speed feedback signs impact drivers differently based on speeding tendencies? Insights from applications at select critical roadway contexts

MS Mahmud, TJ Gates, MUM Johari, H Jashami… - … research part F: traffic …, 2023 - Elsevier
The effects of a traffic control devices on drivers at different speed percentiles, particularly on
the faster drivers, are of specific interest due to their higher likelihood of crash involvement …

[PDF][PDF] Comparison of machine learning algorithms with regression analysis to predict the COVID-19 outbreak in Thailand

S Sengsri, K Khunratchasana - Indonesian Journal of Electrical …, 2023 - academia.edu
Coronavirus disease (COVID-19) is a public health problem in Thailand. Currently, there are
more than 5 million infected people and the rate has been increasing at some point. It is …