• 2024

    Diffusion-based data augmentation methodology for improved performance in ocular disease diagnosis using retinography images.

    Burak Aktas, Doga Deniz Ates, Okan Duzyel and Abdurrahman Gumus

    International Journal of Machine Learning and Cybernetics link
  • 2024

    AutoReason: Automatic Few-Shot Reasoning Decomposition

    Arda Sevinc and Abdurrahman Gumus

    arXiv preprint arXiv:2412.06975 arXiv
  • 2024

    Classification of Microscopic Fungi Images Using Vision Transformers for Enhanced Detection of Fungal Infections

    Abdurrahman Gumus

    Turkish Journal of Nature and Science link
  • 2023

    Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images

    Ceyhun Efe Kayan, Talha Enes Koksal, Arda Sevinc and Abdurrahman Gumus

  • 2023

    Real Time Computer Vision Based Robotic Arm Controller with ROS and Gazebo Simulation Environment

    Egemen Aksoy, Arif Dorukan Çakır, Berat Alper Erol and Abdurrahman Gumus

    14th International Conference on Electrical and Electronics Engineering (ELECO) link
  • 2023

    Ethereum Blockchain Smart Contract Vulnerability Detection Using Deep Learning

    Huseyin Okan Demir, Sule Zeynep Parlat and Abdurrahman Gumus

    2023 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS) link
  • 2023

    Open-Source Visual Target-Tracking System Both on Simulation Environment and Real Unmanned Aerial Vehicles.

    Celil Yılmaz, Abdulkadir Ozgun, Berat Alper Erol and Abdurrahman Gumus

    International Congress of Electrical and Computer Engineering, Cham: Springer Nature Switzerland link
  • 2023

    Adaptive resizer-based transfer learning framework for the diagnosis of breast cancer using histopathology images

    Okan Duzyel, Mehmet Sergen Catal, Ceyhun Efe Kayan, Arda Sevinc and Abdurrahman Gumus

    Signal, Image, and Video Processing link
  • 2023

    Real-time superficial vein imaging system for observing abnormalities on vascular structures

    Ayse Altay and Abdurrahman Gumus

    Multimedia Tools and Applications link
  • 2023

    Intensity and phase stacked analysis of a Φ-OTDR system using deep transfer learning and recurrent neural networks

    Ceyhun Efe Kayan, Kivilcim Yuksel Aldogan and Abdurrahman Gumus

    Applied Optics link

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