Intelligent modeling strategies for forecasting air quality time series: A review

H Liu, G Yan, Z Duan, C Chen - Applied Soft Computing, 2021 - Elsevier
In recent years, the deterioration of air quality, the frequent events of the air contaminants,
and the health impacts from that have caused continuous attention by the government and …

Air pollution effects in allergies and asthma

A Nanda, SS Mustafa, M Castillo… - … and Allergy Clinics, 2022 - immunology.theclinics.com
Outdoor air pollution is associated with exacerbations of allergic diseases, including asthma,
allergic rhinitis (AR), and other atopic conditions. 1 Both new onset of these conditions and …

Spatial prediction of PM10 concentration using machine learning algorithms in Ankara, Turkey

A Bozdağ, Y Dokuz, ÖB Gökçek - Environmental pollution, 2020 - Elsevier
With the increase in population and industrialization, air pollution has become one of the
global problems nowadays. Therefore, air pollutant parameters should be measured at …

Development and applications of an intelligent crow search algorithm based on opposition based learning

S Shekhawat, A Saxena - ISA transactions, 2020 - Elsevier
Metaheuristics are proven beneficial tools for solving complex, hard optimization problems.
Recently, a plethora of work has been reported on bio inspired optimization algorithms …

Meteorological pattern analysis assisted daily PM2. 5 grades prediction using SVM optimized by PSO algorithm

W Liu, G Guo, F Chen, Y Chen - Atmospheric Pollution Research, 2019 - Elsevier
Daily PM2. 5 level has significant influence on human health, which is attracting increasing
attention. The prediction of PM2. 5 grades has thus become an important factor closely …

β-chaotic map enabled grey wolf optimizer

A Saxena, R Kumar, S Das - Applied Soft Computing, 2019 - Elsevier
The diversification (exploration) and intensification (exploitation) are two main attributes of
any population-based metaheuristic algorithm. It is essential for any algorithm that in …

Machine learning methods to forecast the concentration of PM10 in Lublin, Poland

J Kujawska, M Kulisz, P Oleszczuk, W Cel - Energies, 2022 - mdpi.com
Air pollution has a major impact on human health, especially in cities, and elevated
concentrations of PMx are responsible for a large number of premature deaths each year …

Spatio-temporal prediction and factor identification of urban air quality using support vector machine

CC Liu, TC Lin, KY Yuan, PT Chiueh - Urban Climate, 2022 - Elsevier
Accurate air quality prediction can provide better supervision and reference for management
policies. Due to difficulties in data acquisition, combined spatio-temporal prediction is still …

Intelligent Grey Wolf Optimizer–Development and application for strategic bidding in uniform price spot energy market

A Saxena, BP Soni, R Kumar, V Gupta - Applied Soft Computing, 2018 - Elsevier
Restructuring of power system has enabled generating companies to sell the power in
energy markets. To avail maximum profit, every generating company frame strategies and …

A demand side management control strategy using Whale optimization algorithm

AK Sharma, A Saxena - SN Applied Sciences, 2019 - Springer
In recent years, demand side management programs are in the spotlight due to the evolution
of the smart grid and consumer-centric policies. Demand side management program …