Research Projects

National and International Funded Projects

• TÜBİTAK 1002
  A Generative Adversarial Network-Based Decision Support System for Artificial Intelligence-Based Rare Dermatological Disease Diagnosis
  Role: Project Manager

• TÜBİTAK-British Council International Bilateral Collaboration
  Automatic Image and Audio Captioning for the Visually and Hearing Impaired
  Role: Researcher

• TÜBİTAK 3501
  Investigation of the Change of Quantitative Electroencephalography Parameters with Repetitive Transcranial Magnetic Stimulation (rTMS) Treatment in Stroke Patients and Estimation of Clinical Response to rTMS Treatment with Convolutional Neural Network Method
  Role: Researcher

• TÜBİTAK 1002
  Obtaining the Shortest Path Between Two Points on a Semi-Expandable Bézier Surface Using the Q-Learning Algorithm with Increased Openability
  Role: Researcher

University Funded Projects

• İzmir Katip Çelebi University, Scientific Research Project
  The Implementation of Groupwise Enhancement and Attention Mechanisms for Turkish Text Mining Problems
  Role: Project Manager

• İzmir Katip Çelebi University, Scientific Research Project
  Automatic Image Captioning for Visually Impaired Individuals
  Role: Researcher

• İzmir Katip Çelebi University, Scientific Research Project
  Investigation of the Change of Quantitative Electroencephalography Parameters with Repetitive Transcranial Magnetic Stimulation (rTMS) Treatment in Stroke Patients and Estimation of Clinical Response to rTMS Treatment with Convolutional Neural Network Method
  Role: Researcher

• İzmir Katip Çelebi University, Scientific Research Project
  Automatic Analysis of Hand Graphs in Rheumatoid Arthritis Patients with Machine Learning Methods
  Role: Researcher

• İzmir Katip Çelebi University, Scientific Research Project
  Development of a Deep Learning-Based Word Coding Representation Method for Turkish Text Mining Applications
  Role: Project Manager

• İzmir Katip Çelebi University, Scientific Research Project
  Detection of Lung Computed Tomography Results of Patients Applying with a Pre-Diagnosis of COVID-19 with Artificial Intelligence
  Role: Vice Project Executive

Industry-Supported Projects

• KOSGEB Supported Research Project
  Hardware and Software Platform Development Project for Smart Energy Management
  Role: Project Consultant
• TÜBİTAK Supported Research Project
  Development of an Artificial Intelligence-Based Platform for Calculating, Monitoring, and Reporting Greenhouse Gas Emissions
  Role: Project Consultant

Other Research Projects

• Manisa Celal Bayar University, Scientific Research Project
  License Plate Tracking System
  Role: Researcher

• Manisa Celal Bayar University, Scientific Research Project
  Data Mining Application in Strategic Management of MCBU
  Role: Researcher

• Ege University, Scientific Research Project
  Application of Metaheuristic Methods in Cluster Analysis
  Role: Researcher