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  1. Article

    Open Access

    Predicting dengue transmission rates by comparing different machine learning models with vector indices and meteorological data

    Machine learning algorithms (ML) are receiving a lot of attention in the development of predictive models for monitoring dengue transmission rates. Previous work has focused only on specific weather variables ...

    Song Quan Ong, Pradeep Isawasan, Ahmad Mohiddin Mohd Ngesom in Scientific Reports (2023)

  2. Article

    Open Access

    Implementation of a deep learning model for automated classification of Aedes aegypti (Linnaeus) and Aedes albopictus (Skuse) in real time

    Classification of Aedes aegypti (Linnaeus) and Aedes albopictus (Skuse) by humans remains challenging. We proposed a highly accessible method to develop a deep learning (DL) model and implement the model for mosq...

    Song-Quan Ong, Hamdan Ahmad, Gomesh Nair, Pradeep Isawasan in Scientific Reports (2021)