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Supervised machine learning approaches for predicting key pollutants and for the sustainable enhancement of urban air quality: A systematic review
Urban air pollution is a pressing global issue driven by factors such as swift urbanization,
population expansion, and heightened industrial activities. To address this challenge, the …
population expansion, and heightened industrial activities. To address this challenge, the …
Methods used for handling and quantifying model uncertainty of artificial neural network models for air pollution forecasting
The use of data-driven techniques such as artificial neural network (ANN) models for
outdoor air pollution forecasting has been popular in the past two decades. However …
outdoor air pollution forecasting has been popular in the past two decades. However …
[HTML][HTML] A novel additive regression model for streamflow forecasting in German rivers
Forecasting streamflows, essential for flood mitigation and the efficient management of water
resources for drinking, agriculture and hydroelectric power generation, presents a …
resources for drinking, agriculture and hydroelectric power generation, presents a …
Potential of coupling metaheuristics-optimized-xgboost and shap in revealing pahs environmental fate
Polycyclic aromatic hydrocarbons (PAHs) refer to a group of several hundred compounds,
among which 16 are identified as priority pollutants, due to their adverse health effects …
among which 16 are identified as priority pollutants, due to their adverse health effects …
[HTML][HTML] Multi-objective optimization of electrical discharge machining parameters using particle swarm optimization
CJ Luis-Pérez - Applied Soft Computing, 2024 - Elsevier
This manuscript presents an efficient multi-objective optimization method based on using
particle swarm optimization together with a desirability function that can be applied where …
particle swarm optimization together with a desirability function that can be applied where …
[HTML][HTML] Discrimination analysis of wines made from four species of blueberry through their olfactory signatures using an E-nose
Blueberries are rich in polyphenols, anthocyanins and vitamins. Products such as fermented
beverages are viable, as these fruits have a short shelf life and are difficult to preserve …
beverages are viable, as these fruits have a short shelf life and are difficult to preserve …
[HTML][HTML] Deep learning combinatorial models for intelligent supply chain demand forecasting
X Ma, M Li, J Tong, X Feng - Biomimetics, 2023 - mdpi.com
Low-carbon and environmentally friendly living boosted the market demand for new energy
vehicles and promoted the development of the new energy vehicle industry. Accurate …
vehicles and promoted the development of the new energy vehicle industry. Accurate …
A novel hybrid prediction model for PM2.5 concentration based on decomposition ensemble and error correction
H Yang, J Zhao, G Li - Environmental Science and Pollution Research, 2023 - Springer
PM2. 5 concentration is an important index to measure the degree of air pollution. It is
necessary to establish an accurate PM2. 5 concentration prediction system for urban air …
necessary to establish an accurate PM2. 5 concentration prediction system for urban air …
Spatio-temporal visualization and forecasting of in the Brazilian state of Minas Gerais
KLS da Silva, JL López-Gonzales… - Scientific Reports, 2023 - nature.com
Air pollution due to air contamination by gases, liquids, and solid particles in suspension, is
a great environmental and public health concern nowadays. An important type of air …
a great environmental and public health concern nowadays. An important type of air …
An enhanced interval-valued PM2. 5 concentration forecasting model with attention-based feature extraction and self-adaptive combination technology
J Zhu, P Zheng, L Niu, H Chen, P Wu - Expert Systems with Applications, 2025 - Elsevier
Accurate predictions of air quality enable governments and relevant authorities to take
promptly measures for protecting public health. With the increasing time-varying nature of air …
promptly measures for protecting public health. With the increasing time-varying nature of air …