Browsing by Author "Kassahun, Ayalew"

Now showing items 1-3 of 3

    • Dairy Farm Management Information Systems 

      Kassahun, Ayalew; Bloo, Robbin; Catal, Cagatay; Mishra, Alok ( MDPI , 2022 , Article)
      Nowadays, different types of farm management information systems (FMIS) are being used in practice in several sectors of farming, such as dairy, arable, fruits, vegetables, and meat farming. The goal of this research is ...

    • Deep learning for crop yield prediction: a systematic literature review 

      Oikonomidis, Alexandros; Catal, Cagatay; Kassahun, Ayalew ( Taylor and Francis Ltd. , 2022 , Article Review)
      Deep Learning has been applied for the crop yield prediction problem, however, there is a lack of systematic analysis of the studies. Therefore, this study aims to provide an overview of the state-of-the-art application ...

    • Hybrid Deep Learning-based Models for Crop Yield Prediction 

      Oikonomidis, Alexandros; Catal, Cagatay; Kassahun, Ayalew ( Taylor and Francis Ltd. , 2022 , Article)
      Predicting crop yield is a complex task since it depends on multiple factors. Although many models have been developed so far in the literature, the performance of current models is not satisfactory, and hence, they must ...