AIMC Topic: Air Pollution

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Research and Application of an Air Quality Early Warning System Based on a Modified Least Squares Support Vector Machine and a Cloud Model.

International journal of environmental research and public health Mar 2, 2017
The worsening atmospheric pollution increases the necessity of air quality early warning systems (EWSs). Despite the fact that a massive amount of investigation about EWS in theory and practicality has been conducted by numerous researchers, studies ...
Research Computer Simulation China Algorithms Forecasting Air Pollution Least-Squares Analysis Uncertainty Models, Theoretical Support Vector Machine Air Pollutants
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Prediction of Air Pollutants Concentration Based on an Extreme Learning Machine: The Case of Hong Kong.

International journal of environmental research and public health Jan 24, 2017
With the development of the economy and society all over the world, most metropolitan cities are experiencing elevated concentrations of ground-level air pollutants. It is urgent to predict and evaluate the concentration of air pollutants for some lo...
Hong Kong Algorithms Forecasting Environmental Monitoring Cities Air Pollutants Air Pollution Neural Networks, Computer
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Analysis of correlation between pediatric asthma exacerbation and exposure to pollutant mixtures with association rule mining.

Artificial intelligence in medicine Nov 25, 2016
OBJECTIVES: Traditional studies on effects of outdoor pollution on asthma have been criticized for questionable statistical validity and inefficacy in exploring the effects of multiple air pollutants, alone and in combination. Association rule mining...
Machine Learning Asthma Child Humans Data Mining Cross-Over Studies Environmental Monitoring Air Pollution
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Deep learning architecture for air quality predictions.

Environmental science and pollution research international Oct 13, 2016
With the rapid development of urbanization and industrialization, many developing countries are suffering from heavy air pollution. Governments and citizens have expressed increasing concern regarding air pollution because it affects human health and...
Models, Theoretical Air Pollutants Air Pollution Humans Neural Networks, Computer Seasons Urbanization
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Increasing Intelligence in Inter-Vehicle Communications to Reduce Traffic Congestions: Experiments in Urban and Highway Environments.

PloS one Aug 15, 2016
Intelligent Transportation Systems (ITS) rely on Inter-Vehicle Communication (IVC) to streamline the operation of vehicles by managing vehicle traffic, assisting drivers with safety and sharing information, as well as providing appropriate services f...
Artificial Intelligence Air Pollution Communication Vehicle Emissions Cities Automobiles
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Prediction of air pollutant concentration based on sparse response back-propagation training feedforward neural networks.

Environmental science and pollution research international Jul 6, 2016
In this paper, we predict air pollutant concentration using a feedforward artificial neural network inspired by the mechanism of the human brain as a useful alternative to traditional statistical modeling techniques. The neural network is trained bas...
Meteorology Environmental Monitoring Models, Statistical Air Pollutants Air Pollution Linear Models Humans Hong Kong Neural Networks, Computer Algorithms
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Planning the City Logistics Terminal Location by Applying the Green p-Median Model and Type-2 Neurofuzzy Network.

Computational intelligence and neuroscience Apr 19, 2016
The paper herein presents green p-median problem (GMP) which uses the adaptive type-2 neural network for the processing of environmental and sociological parameters including costs of logistics operators and demonstrates the influence of these parame...
Neural Networks, Computer City Planning Cities Organization and Administration Humans Models, Theoretical Environmental Monitoring Air Pollution Vehicle Emissions
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Mapping real-time air pollution health risk for environmental management: Combining mobile and stationary air pollution monitoring with neural network models.

Journal of environmental management Dec 17, 2015
Air pollution poses health concerns at the global scale. The challenge of managing air pollution is significant because of the many air pollutants, insufficient funds for monitoring and abatement programs, and political and social challenges in defin...
Predictive Value of Tests Air Pollutants Air Pollution Particulate Matter Nitrogen Dioxide Humans Models, Theoretical Neural Networks, Computer Environmental Monitoring Urban Health Risk Assessment Ontario
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Ozone decreases sperm quality in systemic lupus erythematosus patients.

Revista brasileira de reumatologia Nov 23, 2015
OBJECTIVE: To investigate the deleterious effects of air pollutants exposure in the Sao Paulo metropolitan region on semen quality in systemic lupus erythematosus (SLE).
Semen Analysis Spermatozoa Environmental Exposure Air Pollution Humans Ozone Male Lupus Erythematosus, Systemic
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Using wavelet-feedforward neural networks to improve air pollution forecasting in urban environments.

Environmental monitoring and assessment Jul 1, 2015
The paper presents the screening of various feedforward neural networks (FANN) and wavelet-feedforward neural networks (WFANN) applied to time series of ground-level ozone (O3), nitrogen dioxide (NO2), and particulate matter (PM10 and PM2.5 fractions...
Environmental Monitoring Neural Networks, Computer Air Pollutants Nitrogen Dioxide Ozone Forecasting Air Pollution Cities Particulate Matter Sensitivity and Specificity Models, Theoretical Romania
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