Browsing by Author "Kaya, Aydin"

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    • ADS-B Attack Classification using Machine Learning Techniques 

      Kacem, Thabet; Kaya, Aydin; Seydi Keceli, Ali; Catal, Cagatay; Wijsekera, Duminda; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)
      Automatic Dependent Surveillance Broadcast (ADS-B) is one of the most prominent protocols in Air Traffic Control (ATC). Its key advantages derive from using GPS as a location provider, resulting in better location accuracy ...

    • Deep learning-based multi-task prediction system for plant disease and species detection 

      Keceli, Ali Seydi; Kaya, Aydin; Catal, Cagatay; Tekinerdogan, Bedir ( Elsevier , 2022 , Article)
      The manual prediction of plant species and plant diseases is expensive, time-consuming, and requires expertise that is not always available. Automated approaches, including machine learning and deep learning, are increasingly ...