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Ömer Karal Assoc. Prof. Dr. ANKARA YILDIRIM BEYAZIT UNIVERSITY, FACULTY OF ENGINEERING AND SCIENCES, DEPARTMENT OF ELECTRICAL AND ELECTRONICS ENGINEERING
Publication 15 Review 5 CrossRef Cited 15 TR Dizin Cited 5
15 Publication
5 Review
15 CrossRef Cited
5 TR Dizin Cited
0000-0001-8742-8189

Research Fields

Electronic Warfare Image Processing Pattern Recognition Deep Learning Neural Networks Machine Vision Machine Learning (Other) Computing Applications in Health Knowledge Representation and Reasoning Computational Neuroscience Biomedical Imaging Biomedical Diagnosis Biomechanical Engineering Electrical Engineering Electronics

Institution

ANKARA YILDIRIM BEYAZIT UNIVERSITY, FACULTY OF ENGINEERING AND SCIENCES, DEPARTMENT OF ELECTRICAL AND ELECTRONICS ENGINEERING

Publications

Simulation and Analysis of ARINC 818 in Avionic Video Transmission Using Python
Authors: Muhammed Ali Belgrat , Ömer Karal
Published: 2025 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1645113
FAVORITE 0 TOTAL DOWNLOAD COUNT 467

0

467

Predicting Bid Verification in Spectrum Auctions: A Data-Driven Approach
Authors: Ceren Nisa Avcu , Ali Değirmenci , Ömer Karal
Published: 2025 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1650456
FAVORITE 0 TOTAL DOWNLOAD COUNT 435

0

435

Performance Analysis of Frequency Estimation Methods for Electronic Support Systems
Authors: Gamze Cabadağ , Ömer Karal
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1262997
FAVORITE 0 TOTAL DOWNLOAD COUNT 1024

0

1024

A new fuzzy logic-based adaptive complementary filter algorithm for UAV attitude estimation
Authors: Ömer Karal , Hasan Kazdal
Published: 2024 , Pamukkale University Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1199

0

1199

Machine Learning-Based Classification of Turkish Music for Mood-Driven Selection
Authors: Nazime Tokgöz , Ali Değirmenci , Ömer Karal
Published: 2024 , Journal of Advanced Research in Natural and Applied Sciences
DOI: 10.28979/jarnas.1371067
FAVORITE 0 TOTAL DOWNLOAD COUNT 1306

0

1306

Comparative performance analysis of epsilon-insensitive and pruningbased algorithms for sparse least squares support vector regression
Authors: Ömer Karal
Published: 2024 , Sigma Journal of Engineering and Natural Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 907

0

907

Bladder Cancer Grading from H&E Stained Samples from TCGA Data
Authors: Ali Değirmenci , İlyas Çankaya , Berrak Gümüşkaya Öcal , Ömer Karal
Published: 2023 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1232028
FAVORITE 0 TOTAL DOWNLOAD COUNT 1236

0

1236

EXPLORING EFFICIENT KERNEL FUNCTIONS FOR SUPPORT VECTOR CLUSTERING
Authors: Furkan Burak Bağcı , Ömer Karal
Published: 2020 , Mugla Journal of Science and Technology
DOI: 10.22531/muglajsci.703790
FAVORITE 0 TOTAL DOWNLOAD COUNT 1673

0

1673

A Comparative Study of Artificial Neural Networks and Naïve Bayes Techniques for the Classification of Radar Targets
Authors: Doğan Tunca Arık , Ömer Karal , Asaf Behzat Şahin
Published: 2020 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.676973
FAVORITE 0 TOTAL DOWNLOAD COUNT 1023

0

1023

Histogram-based quantitative grading on ultrasonographic images of a fatty liver
Authors: Ömer Karal , Sevil Toprak
Published: 2020 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.646817
FAVORITE 0 TOTAL DOWNLOAD COUNT 1721

0

1721

Comparative Performance Analysis of Ellipsoidal Support Vector Clustering on Biomedical Data Sets
Authors: Ömer Karal , Furkan Burak Bağcı
Published: 2019 , Academic Platform - Journal of Engineering and Science
DOI: 10.21541/apjes.424247
FAVORITE 0 TOTAL DOWNLOAD COUNT 1492

0

1492

ECG Data Compression Using ε-insensitive Quadratic Loss Function
Authors: Omer Karal
Published: 2018 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1321

0

1321

Robust ECG data compression method based on ε-insensitive Huber loss function
Authors: Ömer Karal , İlyas Çankaya
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.407686
FAVORITE 0 TOTAL DOWNLOAD COUNT 1447

0

1447

ECG signal compression using radial basis function networks
Authors: Ömer Karal
Published: 2018 , Journal of Balıkesir University Institute of Science and Technology
DOI: 10.25092/baunfbed.418707
FAVORITE 0 TOTAL DOWNLOAD COUNT 1626

0

1626

EKG verilerinin destek vektör regresyon yöntemiyle sıkıştırılması
Authors: Ömer Karal
Published: 2018 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.416527
FAVORITE 0 TOTAL DOWNLOAD COUNT 2205

0

2205

Articles published in
Academic Platform - Journal of Engineering and Science
Academic Platform - Journal of Engineering and Science
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Advanced Research in Natural and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Journal of Balıkesir University Institute of Science and Technology
Journal of Balıkesir University Institute of Science and Technology
Journal of Polytechnic
Journal of Polytechnic
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Sakarya University Journal of Science
Sakarya University Journal of Science
Sigma Journal of Engineering and Natural Sciences
Sigma Journal of Engineering and Natural Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences

Reviews

Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Advanced Research in Natural and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences

Publications

Machine Learning-Based Classification of Turkish Music for Mood-Driven Selection
Authors: Nazime Tokgöz , Ali Değirmenci , Ömer Karal
Published: 2024 , Journal of Advanced Research in Natural and Applied Sciences
DOI: 10.28979/jarnas.1371067
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1306

1

0

1306

Bladder Cancer Grading from H&E Stained Samples from TCGA Data
Authors: Ali Değirmenci , İlyas Çankaya , Berrak Gümüşkaya Öcal , Ömer Karal
Published: 2023 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1232028
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1236

1

0

1236

EXPLORING EFFICIENT KERNEL FUNCTIONS FOR SUPPORT VECTOR CLUSTERING
Authors: Furkan Burak Bağcı , Ömer Karal
Published: 2020 , Mugla Journal of Science and Technology
DOI: 10.22531/muglajsci.703790
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1673

1

0

1673

A Comparative Study of Artificial Neural Networks and Naïve Bayes Techniques for the Classification of Radar Targets
Authors: Doğan Tunca Arık , Ömer Karal , Asaf Behzat Şahin
Published: 2020 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.676973
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1023

2

0

1023

Comparative Performance Analysis of Ellipsoidal Support Vector Clustering on Biomedical Data Sets
Authors: Ömer Karal , Furkan Burak Bağcı
Published: 2019 , Academic Platform - Journal of Engineering and Science
DOI: 10.21541/apjes.424247
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1492

1

0

1492

ECG Data Compression Using ε-insensitive Quadratic Loss Function
Authors: Omer Karal
Published: 2018 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: -
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1321

1

0

1321

Robust ECG data compression method based on ε-insensitive Huber loss function
Authors: Ömer Karal , İlyas Çankaya
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.407686
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1447

1

0

1447

EKG verilerinin destek vektör regresyon yöntemiyle sıkıştırılması
Authors: Ömer Karal
Published: 2018 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.416527
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2205

7

0

2205

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