Browsing University of Hertfordshire by Author "Hye, Abdul"

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    • Air Pollution Prediction using Machine Learning: A Review 

      Sulaimon, Ismail; Alaka, Hafiz; Olu-Ajayi, Razak; Ahmad, Mubashir; Sunmola, Funlade; Ajayi, Saheed; Hye, Abdul (Obafemi Awolowo University, Ile-Ife, 2021-07-08)
      In the effort to achieve accurate air pollution predictions, researchers have contributedvarious methodologies with varying data and different approaches that can be judgedaccurate in their respective contexts. Diverse ...

    • Effect of traffic dataset on various machine-learning algorithms when forecasting air quality 

      Sulaimon, Ismail; Alaka, Hafiz; Olu-Ajayi, Razak; Ahmad, Mubashir; Ajayi, Saheed; Hye, Abdul (2022-05-26)
      Purpose: Road traffic emissions are generally believed to contribute immensely to air pollution, but the effect of road traffic data sets on air quality (AQ) predictions has not been fully investigated. This paper aims to ...