A systematic review of data mining and machine learning for air pollution epidemiology
C Bellinger, MS Mohomed Jabbar, O Zaïane… - BMC public health, 2017 - Springer
Background Data measuring airborne pollutants, public health and environmental factors
are increasingly being stored and merged. These big datasets offer great potential, but also …
are increasingly being stored and merged. These big datasets offer great potential, but also …
Risk perception of air pollution: A systematic review focused on particulate matter exposure
The adverse health effects of exposure to air pollutants, notably to particulate matter (PM),
are well-known, as well as the association with measured or estimated concentration levels …
are well-known, as well as the association with measured or estimated concentration levels …
Green artificial intelligence: Towards an efficient, sustainable and equitable technology for smart cities and futures
T Yigitcanlar, R Mehmood, JM Corchado - Sustainability, 2021 - mdpi.com
Smart cities and artificial intelligence (AI) are among the most popular discourses in urban
policy circles. Most attempts at using AI to improve efficiencies in cities have nevertheless …
policy circles. Most attempts at using AI to improve efficiencies in cities have nevertheless …
Air pollution lowers Chinese urbanites' expressed happiness on social media
High levels of air pollution in China may contribute to the urban population's reported low
level of happiness,–. To test this claim, we have constructed a daily city-level expressed …
level of happiness,–. To test this claim, we have constructed a daily city-level expressed …
Applications of topic models
How can a single person understand what's going on in a collection of millions of
documents? This is an increasingly common problem: sifting through an organization's e …
documents? This is an increasingly common problem: sifting through an organization's e …
The interaction effect between public environmental concern and air pollution: Evidence from China
C Yu, H Long, X Zhang, Y Tan, Y Zhou, C Zang… - Journal of Cleaner …, 2023 - Elsevier
Prior studies have explored the relationship between public environmental concerns and air
pollution, but the interaction effects and spatial factors under a systematic framework have …
pollution, but the interaction effects and spatial factors under a systematic framework have …
[PDF][PDF] That's so annoying!!!: A lexical and frame-semantic embedding based data augmentation approach to automatic categorization of annoying behaviors using# …
We propose a novel data augmentation approach to enhance computational behavioral
analysis using social media text. In particular, we collect a Twitter corpus of the descriptions …
analysis using social media text. In particular, we collect a Twitter corpus of the descriptions …
Using social media to detect outdoor air pollution and monitor air quality index (AQI): a geo-targeted spatiotemporal analysis framework with Sina Weibo (Chinese …
Outdoor air pollution is a serious problem in many developing countries today. This study
focuses on monitoring the dynamic changes of air quality effectively in large cities by …
focuses on monitoring the dynamic changes of air quality effectively in large cities by …
Chemical nature of PM2. 5 and PM10 in Xi'an, China: Insights into primary emissions and secondary particle formation
Q Dai, X Bi, B Liu, L Li, J Ding, W Song, S Bi… - Environmental …, 2018 - Elsevier
In Xi'an, a city that frequently experiences serious PM pollution in northern China, 1476 PM
10 and 1464 PM 2.5 valid daily filter samples were collected at six sites from December …
10 and 1464 PM 2.5 valid daily filter samples were collected at six sites from December …