Automated recognition of lesions in retinal images using Artificial Neural Networks. - Osman Sirvan; Atilla Özgür (SIU, 2012)

Sparsity-Driven Change Detection in Multitemporal SAR Images. - Fatih Nar; Atilla Özgür; Ayse Nurdan Saran (IEEE Geosci. Remote. Sens. Lett., 2016)

A review of KDD99 dataset usage in intrusion detection and machine learning between 2010 and 2015. - Atilla Özgür; Hamit Erdem (PeerJ Prepr., 2016)

Parallelization of Sparsity-driven Change Detection method. - Atilla Özgür; Ayse Nurdan Saran; Fatih Nar (SIU, 2017)

The impact of using large training data set KDD99 on classification accuracy. - Atilla Özgür; Hamit Erdem (PeerJ Prepr., 2017)

Fast target detection in radar images using Rayleigh Mixtures and Summed Area Tables. - Fatih Nar; Osman Erman Okman; Atilla Özgür; Müjdat Çetin (Digit. Signal Process., 2018)

Sparsity-driven weighted ensemble classifier. - Atilla Özgür; Fatih Nar; Hamit Erdem (Int. J. Comput. Intell. Syst., 2018)

RmSAT-CFAR: Fast and accurate target detection in radar images. - Fatih Nar; Osman Erman Okman; Atilla Özgür; Müjdat Çetin (SoftwareX, 2018)

Information-theoretic non-uniformity correction of infrared image sequences. - Fatih Nar; Atilla Özgür (SIU, 2020)

Effect of Dropout layer on Classical Regression Problems. - Atilla Özgür; Fatih Nar (SIU, 2020)

Modelling of daily reference evapotranspiration using deep neural network in different climates. - Atilla Özgür; Sevim Seda Yamaç (CoRR, 2020)

Journal Finder for TRDIZIN: Baseline Study. - Mert Demirkan; Atilla Özgür; Hamit Erdem (SIU, 2021)

A review of planning and scheduling methods for hot rolling mills in steel production. - Atilla Özgür; Yilmaz Uygun; Marc-Thorsten Hütt (Comput. Ind. Eng., 2021)

A systematic review of transfer learning based approaches for diabetic retinopathy detection. - Burcu Oltu; Büsra Kübra Karaca; Hamit Erdem; Atilla Özgür (CoRR, 2021)

A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts. - Atilla Özgür; Yilmaz Uygun (CoRR, 2024)