Umut Ozkaya

Orcid: 0000-0002-9244-0024

According to our database1, Umut Ozkaya authored at least 17 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Sugar beet farming goes high-tech: a method for automated weed detection using machine learning and deep learning in precision agriculture.
Neural Comput. Appl., 2024

2023
An Efficient Unicode encoded in UTF-16 text cryptography based on the AES algorithm.
IACR Cryptol. ePrint Arch., 2023

Deep Learning For Classification Of Chest X-Ray Images (Covid 19).
CoRR, 2023

2021
Determination of the Amount of Grain in Silos With Deep Learning Methods Based on Radar Spectrogram Data.
IEEE Trans. Instrum. Meas., 2021

Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit.
Mob. Inf. Syst., 2021

Residual LSTM layered CNN for classification of gastrointestinal tract diseases.
J. Biomed. Informatics, 2021

Classification of Coronavirus (COVID-19) from X-ray and CT images using shrunken features.
Int. J. Imaging Syst. Technol., 2021

Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP.
CoRR, 2021

Coronavirus (Covid-19) Classification Using CT Images by Machine Learning Methods.
Proceedings of the 4th International Conference on Recent Trends and Applications in Computer Science and Information Technology, Tirana, Albania, May 21st - to, 2021

2020
Gastrointestinal tract classification using improved LSTM based CNN.
Multim. Tools Appl., 2020

Skin Lesion Segmentation with Improved Convolutional Neural Network.
J. Digit. Imaging, 2020

Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines.
CoRR, 2020

Grain Surface Classification via Machine Learning Methods.
CoRR, 2020

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

Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique.
CoRR, 2020

2019
Fine-Tuning Models Comparisons on Garbage Classification for Recyclability.
CoRR, 2019

2018
Deep dictionary learning application in GPR B-scan images.
Signal Image Video Process., 2018


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