Umut Ozkaya

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Machine Learning Methods

Classification Models

Top Venues

Neural Comput. Appl.

IACR Cryptol. ePrint Arch.

IEEE Trans. Instrum. Meas.

Publications

Fatma Nur Ortatas, Umut Ozkaya, Muhammet Emin Sahin, Hasan Ulutas
Sugar beet farming goes high-tech: a method for automated weed detection using machine learning and deep learning in precision agriculture. Neural Comput. Appl. 36 (9) (2024)
Sushmit Jahan Rose, Umut Ozkaya, Sabina Yasmin, Suraiya Jabin, Robiul Hasan, Elias Kabir
An Efficient Unicode encoded in UTF-16 text cryptography based on the AES algorithm. IACR Cryptol. ePrint Arch. 2023 (2023)
Saban Öztürk, Enes Yigit, Umut Ozkaya
Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP. CoRR (2021)
Hüseyin Duysak, Umut Ozkaya, Enes Yigit
Determination of the Amount of Grain in Silos With Deep Learning Methods Based on Radar Spectrogram Data. IEEE Trans. Instrum. Meas. 70 (2021)
Mücahid Barstugan, Umut Ozkaya, Saban Öztürk
Coronavirus (Covid-19) Classification Using CT Images by Machine Learning Methods. RTA-CSIT (2021)
Mücahid Barstugan, Umut Ozkaya, Saban Öztürk
Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods. CoRR (2020)
Umut Ozkaya, Saban Öztürk, Mücahid Barstugan
Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique. CoRR (2020)
Umut Ozkaya, Levent Seyfi
Fine-Tuning Models Comparisons on Garbage Classification for Recyclability. CoRR (2019)
Umut Ozkaya, Levent Seyfi
A comparative study on parameters of leaf-shaped patch antenna using hybrid artificial intelligence network models. Neural Comput. Appl. 29 (8) (2018)
Umut Ozkaya, Levent Seyfi
Deep dictionary learning application in GPR B-scan images. Signal Image Video Process. 12 (8) (2018)