Faruk Ayata profile image
Faruk Ayata Asst. Prof. Dr. BAŞKALE MESLEK YÜKSEKOKULU
Publication 10 Review 16 CrossRef Cited 8 TR Dizin Cited 2
10 Publication
16 Review
8 CrossRef Cited
2 TR Dizin Cited
0000-0003-2403-3192

Research Fields

Networking and Communications Information Security and Cryptology Image Processing Artificial Intelligence Machine Learning Fuzzy Computation Information Systems Computer Software Computer Forensics Applied Statistics

Institution

BAŞKALE MESLEK YÜKSEKOKULU

Popular Publications

Cloud Computing Architecture and Security
Authors: Kemal Yigit , Faruk Ayata
Published: 2024 , Computer Science
DOI: 10.53070/bbd.1448462
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1844

1

1

1844

Publications

A High-Precession Cybersecurity Model with Stacked Ensemble Learning
Authors: Faruk Ayata
Published: 2026 , The Journal of Defense Sciences
DOI: 10.17134/khosbd.1852311
FAVORITE 0 TOTAL DOWNLOAD COUNT 338

0

338

Hyperparameter Optimization Supported by SHAP Analysis for Performance Enhancement of Machine Learning Models in Covid-19 Diagnosis
Authors: Ebubekir Seyyarer , Faruk Ayata
Published: 2025 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1722759
FAVORITE 0 TOTAL DOWNLOAD COUNT 336

0

336

Using Limited-Memory Broyden-Fletcher-Goldfarb-Shanno and Emperor Penguin Algorithm to Minimize the Cell Voltage of Solid Oxide Fuel Cells
Authors: Ramiz İlker Tuna , Faruk Ayata , Ebubekir Seyyarer
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1296119
FAVORITE 0 TOTAL DOWNLOAD COUNT 729

0

729

Covıd-19 Tespiti ve Salgın Yönetiminde Makine Öğrenmesi: Kan Gazı Analizine Dayalı Bir Yaklaşım
Authors: Faruk Ayata
Published: 2024 , Journal of Science of East
DOI: 10.57244/dfbd.1492816
FAVORITE 0 TOTAL DOWNLOAD COUNT 765

0

765

Cloud Computing Architecture and Security
Authors: Kemal Yigit , Faruk Ayata
Published: 2024 , Computer Science
DOI: 10.53070/bbd.1448462
FAVORITE 1 TOTAL DOWNLOAD COUNT 1844

1

1844

COVID-19 Diagnosis from Blood Gas Using Multivariate Linear Regression
Authors: Faruk Ayata , Ebubekir Seyyarer
Published: 2024 , Hittite Journal of Science and Engineering
DOI: 10.17350/HJSE19030000327
FAVORITE 0 TOTAL DOWNLOAD COUNT 801

0

801

Yüz Tanıma Sistemlerinde Kullanılan ESA, YGH-DVM ve DSA Algoritmalarının Performans Testleri
Authors: Faruk Ayata , Hayati Çavuş
Published: 2022 , Fırat Üniversitesi Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1636

0

1636

Evrişimsel Sinir Ağı Temelli Yüz Tanıma Yöntemleri ile Robot Resim Oluşturma Uygulaması
Authors: Faruk Ayata , Hayati Çavuş
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1006616
FAVORITE 0 TOTAL DOWNLOAD COUNT 1510

0

1510

DERİN ÖĞRENMEDE KULLANILAN OPTİMİZASYON ALGORİTMALARININ UYGULANMASI VE KIYASLANMASI
Authors: Ebubekir Seyyarer , Faruk Ayata , Taner Uçkan , Ali Karci
Published: 2020 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 12713

0

12713

FPGA Tabanlı Üç Eksenli Robot Kol Kontrolü
Authors: Faruk Ayata , Abdülkadir Çakır
Published: 2016 , Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 4152

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4152

Articles published in
Computer Science
Computer Science
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Hittite Journal of Science and Engineering
Hittite Journal of Science and Engineering
Journal of Polytechnic
Journal of Polytechnic
Journal of Science of East
Journal of Science of East
The Journal of Defense Sciences
The Journal of Defense Sciences
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Editorship
Computer Science
Computer Science
Section Editor

Reviews

AJIT-e: Online Academic Journal of Information Technology
AJIT-e: Online Academic Journal of Information Technology
Computer Science
Computer Science
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
Journal of Computer Science and Technologies
Journal of Computer Science and Technologies
Journal of Polytechnic
Journal of Polytechnic
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Van İnsani ve Sosyal Bilimler Dergisi
Van İnsani ve Sosyal Bilimler Dergisi
Veri Bilimi
Veri Bilimi

Publications

Covıd-19 Tespiti ve Salgın Yönetiminde Makine Öğrenmesi: Kan Gazı Analizine Dayalı Bir Yaklaşım
Authors: Faruk Ayata
Published: 2024 , Journal of Science of East
DOI: 10.57244/dfbd.1492816
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 765

1

0

765

Cloud Computing Architecture and Security
Authors: Kemal Yigit , Faruk Ayata
Published: 2024 , Computer Science
DOI: 10.53070/bbd.1448462
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1844

1

1

1844

COVID-19 Diagnosis from Blood Gas Using Multivariate Linear Regression
Authors: Faruk Ayata , Ebubekir Seyyarer
Published: 2024 , Hittite Journal of Science and Engineering
DOI: 10.17350/HJSE19030000327
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 801

2

0

801

Evrişimsel Sinir Ağı Temelli Yüz Tanıma Yöntemleri ile Robot Resim Oluşturma Uygulaması
Authors: Faruk Ayata , Hayati Çavuş
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1006616
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1510

4

0

1510

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.