Deep dictionary learning application in GPR B-scan images. - Umut Ozkaya; Levent Seyfi (Signal Image Video Process., 2018)

Fine-Tuning Models Comparisons on Garbage Classification for Recyclability. - Umut Ozkaya; Levent Seyfi (CoRR, 2019)

Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique. - Umut Ozkaya; Saban Öztürk; Mücahid Barstugan (CoRR, 2020)

Automatic Target Recognition (ATR) from SAR Imaginary by Using Machine Learning Techniques. - Umut Özkaya (CoRR, 2020)

Grain Surface Classification via Machine Learning Methods. - Hüseyin Duysak; Umut Özkaya; Enes Yigit (CoRR, 2020)

Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines. - Umut Özkaya; Saban Öztürk; Serkan Budak; Farid Melgani; Kemal Polat (CoRR, 2020)

Skin Lesion Segmentation with Improved Convolutional Neural Network. - Saban Öztürk; Umut Özkaya (J. Digit. Imaging, 2020)

Gastrointestinal tract classification using improved LSTM based CNN. - Saban Öztürk; Umut Özkaya (Multim. Tools Appl., 2020)

Coronavirus (Covid-19) Classification Using CT Images by Machine Learning Methods. - Mücahid Barstugan; Umut Ozkaya; Saban Öztürk (RTA-CSIT, 2021)

Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP. - Saban Öztürk; Enes Yigit; Umut Ozkaya (CoRR, 2021)

Classification of Coronavirus (COVID-19) from X-ray and CT images using shrunken features. - Saban Öztürk; Umut Özkaya; Mücahid Barstugan (Int. J. Imaging Syst. Technol., 2021)

Residual LSTM layered CNN for classification of gastrointestinal tract diseases. - Saban Öztürk; Umut Özkaya (J. Biomed. Informatics, 2021)

Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit. - Enes Yigit; Umut Özkaya; Saban Öztürk; Dilbag Singh; Hassène Gritli (Mob. Inf. Syst., 2021)

Determination of the Amount of Grain in Silos With Deep Learning Methods Based on Radar Spectrogram Data. - Hüseyin Duysak; Umut Ozkaya; Enes Yigit (IEEE Trans. Instrum. Meas., 2021)

Deep Learning For Classification Of Chest X-Ray Images (Covid 19). - Benbakreti Samir; Said Mwanahija; Benbakreti Soumia; Umut Özkaya (CoRR, 2023)

An Efficient Unicode encoded in UTF-16 text cryptography based on the AES algorithm. - Sushmit Jahan Rose; Umut Ozkaya; Sabina Yasmin; Suraiya Jabin; Robiul Hasan; Elias Kabir (IACR Cryptol. ePrint Arch., 2023)

Sugar beet farming goes high-tech: a method for automated weed detection using machine learning and deep learning in precision agriculture. - Fatma Nur Ortatas; Umut Ozkaya; Muhammet Emin Sahin; Hasan Ulutas (Neural Comput. Appl., 2024)