Publications

H. Salaudeen, E. Çelebi, Pothole Detection Using Image Enhancement GAN and Object Detection Network, Electronics 11 (12), 1882, 2022

T. Yirtici, K. Yurtkan, Regional-CNN-based enhanced Turkish sign language recognition, Signal, Image and Video Processing, 1-7, 2022

M. Çağataylı, E. Çelebi, Estimating academic success in higher education using big five personality traits, a machine learning approach. Arabian Journal for Science and Engineering 47 (2), 1289-1298, 2022

H.U. Ukwu, K. Yurtkan, 4D Facial Expression Recognition Using Geometric Landmark-based Axes-angle Feature Extraction, Intelligent Automation And Soft Computing 34 (3), 1819-1838, 2022

A. Milad, K. Yurtkan, An integrated 3D model based face recognition method using synthesized facial expressions and poses for single image applications, Applied Nanoscience, 1-11, 2022

S. Muhammed, E. Celebi, CAMNet: DeepGait Feature Extraction via Maximum Activated Channel Localization Intelligent Automation And Soft Computing 28 (2), 397-416, 2021

A. Almasri, R.S. Alkhawaldeh, E. Çelebi, Clustering-based EMT model for predicting student performance, Arabian Journal for Science and Engineering 45 (12), 10067-10078, 2020

Y.B. Ayzeren, M. Erbilek, E. Çelebi, Emotional State Prediction From Online Handwriting and Signature Biometrics IEEE Access 7, 164759-164774, 2019

A. Almasri, E. Celebi, R Alkhawaldeh. MISDataset: Management Information Systems Dataset for Predicting Undergraduate Students' Performance 4th International Conference on Computational Intelligence and Applications, 2019

A. Almasri, E. Celebi, RS Alkhawaldeh, EMT: Ensemble meta-based tree model for predicting student performance Scientific Programming, 2019 

A.M. Dawud, K. Yurtkan, H. Oztoprak, Application of Deep Learning in Neuroradiology: Brain Haemorrhage Classification Using Transfer Learning, Computational Intelligence and Neuroscience 2019

Research Center Members

  • Prof. Dr. Erbug Celebi (Chairman),
  • Assoc. Prof. Dr. Kamil Yurtkan,
  • Assoc. Prof. Dr. Hüseyin Öztoprak,
  • Assoc. Prof. Dr. Tamer Tulgar,
  • Asst. Prof. Dr. Ziya Dereboylu,
  • Asst. Prof. Dr. Devrim Seral,
  • Asst. Prof. Dr. Emre Özbilge,
  • Asst. Prof. Dr. Umar Özgünalp,
  • Asst. Prof. Dr. Nahit Rızaner,
  • Asst. Prof. Dr. Kian Jazayeri.

Additionally, 3 PhD students carry out their studies in the research center.