A review on emerging artificial intelligence (AI) techniques for air pollution forecasting: Fundamentals, application and performance
A Masood, K Ahmad - Journal of Cleaner Production, 2021 - Elsevier
… AI techniques, were identified and discussed. This review article shows that AI-based
techniques have triggered a resurgence of interest in air pollution forecasting and offer great …
techniques have triggered a resurgence of interest in air pollution forecasting and offer great …
Tackling environmental challenges in pollution controls using artificial intelligence: A review
Z Ye, J Yang, N Zhong, X Tu, J Jia, J Wang - Science of the Total …, 2020 - Elsevier
… in terms of prediction models to the emerging optimization and … In view of AI widely used
in environmental pollutants clean-… , prediction, optimization and intelligent control of pollutant …
in environmental pollutants clean-… , prediction, optimization and intelligent control of pollutant …
A review of artificial neural network models for ambient air pollution prediction
SM Cabaneros, JK Calautit, BR Hughes - Environmental Modelling & …, 2019 - Elsevier
… air pollution forecasting tools based on ANNs, with almost 50% of the identified papers
published since 2015 alone. This can be well explained by the emerging computing technologies …
published since 2015 alone. This can be well explained by the emerging computing technologies …
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, artificial intelligence-based forecasting … Therefore, new theories should be
concluded and clarified. This paper … review of the intelligent modeling methods for air quality …
concluded and clarified. This paper … review of the intelligent modeling methods for air quality …
IoT enabled environmental toxicology for air pollution monitoring using AI techniques
P Asha, L Natrayan, BT Geetha, JR Beulah… - Environmental …, 2022 - Elsevier
… monitoring using the Artificial Intelligence technique (ETAPM-AIT) to improve human health.
… developed a new ETAPM-AIT method for predicting air quality using IoT and ML techniques. …
… developed a new ETAPM-AIT method for predicting air quality using IoT and ML techniques. …
Air quality prediction in smart cities using machine learning technologies based on sensor data: a review
D Iskandaryan, F Ramos, S Trilles - Applied Sciences, 2020 - mdpi.com
… The Discounted Ridge Regression (DRR) was applied in order to compute new weights
before the prediction; afterwards, the authors compared it to Best Model and to the Best …
before the prediction; afterwards, the authors compared it to Best Model and to the Best …
Development of an AI model to measure traffic air pollution from multisensor and weather data
HB Ly, LM Le, LV Phi, VH Phan, VQ Tran, BT Pham… - Sensors, 2019 - mdpi.com
… To partly address these concerns, artificial intelligence (AI) can … of input data on predicting
different air quality indexes. The … Thanks to the collection of new and larger datasets, future …
different air quality indexes. The … Thanks to the collection of new and larger datasets, future …
Review of urban computing in air quality management as smart city service: An integrated IoT, AI, and cloud technology perspective
A Kaginalkar, S Kumar, P Gargava, D Niyogi - Urban Climate, 2021 - Elsevier
… such as Internet of Things (IoT), big data, artificial intelligence, … Some reviews emerging
technologies are available in the … pollution levels; air quality modeling to estimate and predict …
technologies are available in the … pollution levels; air quality modeling to estimate and predict …
Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities
M Shaygan, C Meese, W Li, XG Zhao… - … C: emerging technologies, 2022 - Elsevier
… The consequences are widespread, including increased accident rates, less reliable travel
times, additional fuel consumption, excessive air pollution, and deterioration of societal health…
times, additional fuel consumption, excessive air pollution, and deterioration of societal health…
Conventional models and artificial intelligence-based models for energy consumption forecasting: A review
N Wei, C Li, X Peng, F Zeng, X Lu - Journal of Petroleum Science and …, 2019 - Elsevier
… forecasting over the past decades. This paper reviews conventional models and AI-based
models in energy consumption forecasting, and discusses the models in the aspects of …
models in energy consumption forecasting, and discusses the models in the aspects of …