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M. Ali Akcayol Prof. Dr. GAZI UNIVERSITY, FACULTY OF ENGINEERING, DEPARTMENT OF COMPUTER ENGINEERING
Publication 32 Review 34 CrossRef Cited 31 TR Dizin Cited 28
32 Publication
34 Review
31 CrossRef Cited
28 TR Dizin Cited
0000-0002-6615-1237

Research Fields

Deep Learning Big Data

Institution

GAZI UNIVERSITY, FACULTY OF ENGINEERING, DEPARTMENT OF COMPUTER ENGINEERING

Popular Publications

GSM Tabanlı Akıllı Ev Uygulaması
Authors: Kamil İnal, M. Ali Akcayol
Published: 2010 , Journal of Information Technologies
DOI: -
CITED 0 FAVORITE 4 TOTAL DOWNLOAD COUNT 5737

0

4

5737

Tavsiye Sistemlerinde Büyük Verinin Kullanımı Üzerine Kapsamlı Bir İnceleme
Authors: Anıl Utku , Muhammet Ali Akcayol
Published: 2018 , Marmara Journal of Pure and Applied Sciences
DOI: 10.7240/marufbd.440095
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 5016

0

1

5016

Prediction of the Next Time of an Event with Deep Learning Based Model
Authors: Anıl Utku , Muhammet Ali Akcayol
Published: 2021 , Journal of Polytechnic
DOI: 10.2339/politeknik.620613
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 3759

5

1

3759

Publications

Blockchain-based Internet of Things Security: A Survey
Authors: Reem Alshamy , M. Ali Akcayol
Published: 2026 , El-Cezeri
DOI: 10.31202/ecjse.1804704
FAVORITE 0 TOTAL DOWNLOAD COUNT 884

0

884

Hybrid Deep Learning Model for Predicting the Contribution of SMEs to the Economy: A Case Study for Turkey
Authors: Anıl Utku , Ali Sevinç , M. Ali Akcayol
Published: 2025 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1757092
FAVORITE 0 TOTAL DOWNLOAD COUNT 602

0

602

Multiple Attention-Based Deep Learning Model for MRI Captioning
Authors: Burkay Maraş , Serhat Karatorak , Kevser Özdem Karaca , A. Orkun Gedik , M. Ali Akcayol
Published: 2025 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1532112
FAVORITE 0 TOTAL DOWNLOAD COUNT 508

0

508

Optimizing Access Point Allocation Based on Genetic Algorithm with Channel Conflict Detection
Authors: Ramazan Kocaoğlu , M. Hanefi Calp , M. Ali Akcayol
Published: 2025 , El-Cezeri
DOI: 10.31202/ecjse.1529228
FAVORITE 0 TOTAL DOWNLOAD COUNT 630

0

630

EMACrawler: Web Search Engine Database Freshness Optimization
Authors: Zülfü Alanoğlu , M. Ali Akcayol
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1347054
FAVORITE 0 TOTAL DOWNLOAD COUNT 1076

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1076

Hybrid Deep Learning Model for Earthquake Time Prediction
Authors: Anıl Utku , M. Ali Akcayol
Published: 2024 , Gazi University Journal of Science
DOI: 10.35378/gujs.1364529
FAVORITE 0 TOTAL DOWNLOAD COUNT 2052

0

2052

Artificial Intelligence and Its Areas of Use in Healthcare
Authors: Suna Deniz Bostancı , Kevser Özdem Karaca , M. Ali Akcayol , Mehmet Bani
Published: 2024 , Journal of Gazi University Health Sciences Institute
DOI: 10.59124/guhes.1453052
FAVORITE 0 TOTAL DOWNLOAD COUNT 667

0

667

Neural Network Based a Comparative Analysis for Customer Churn Prediction
Authors: Anıl Utku , M. Ali Akcayol
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1466246
FAVORITE 0 TOTAL DOWNLOAD COUNT 1146

0

1146

Deep Learning Based Video Event Classification
Authors: Serim Gençaslan , Anıl Utku , M. Ali Akcayol
Published: 2023 , Journal of Polytechnic
DOI: 10.2339/politeknik.775185
FAVORITE 0 TOTAL DOWNLOAD COUNT 1918

0

1918

Deep Learning Based Model for Predicting the Contribution of SMEs to the Economy
Authors: Anıl Utku , Ali Sevinç , M. Ali Akcayol
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1340992
FAVORITE 0 TOTAL DOWNLOAD COUNT 854

0

854

Seed URL Selection and Performance Analysis in Web Crawlers: A Comprehensive Review
Authors: Zülfü Alanoğlu , M. Ali Akcayol
Published: 2023 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1097123
FAVORITE 0 TOTAL DOWNLOAD COUNT 1183

0

1183

Bird Species Classification Using Deep Learning: A Comparative Study
Authors: Mehtap Mutlu , Kevser Özdem , M. Ali Akcayol
Published: 2022 , Journal of Polytechnic
DOI: 10.2339/politeknik.904933
FAVORITE 0 TOTAL DOWNLOAD COUNT 3612

0

3612

Machine Learning-Based Comparative Study For Heart Disease Prediction
Authors: Merve Güllü , M. Ali Akcayol , Necaattin Barışçı
Published: 2022 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1145616
FAVORITE 0 TOTAL DOWNLOAD COUNT 1367

0

1367

Deep Learning Based Forecasting of Delay on Flights
Authors: Anıl Ayaydın , M. Ali Akcayol
Published: 2022 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1060646
FAVORITE 0 TOTAL DOWNLOAD COUNT 2535

0

2535

Development of Connected Vehicle Technology in Turkey
Authors: Gizem Erceylan , M. Ali Akcayol
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1136901
FAVORITE 0 TOTAL DOWNLOAD COUNT 3569

0

3569

A Comprehensive Review of Image Denoising With Deep Learning
Authors: Ahmet Yapıcı , M. Ali Akcayol
Published: 2022 , International Journal of Advances in Engineering and Pure Sciences
DOI: 10.7240/jeps.938188
FAVORITE 0 TOTAL DOWNLOAD COUNT 5915

0

5915

Prediction of the Next Time of an Event with Deep Learning Based Model
Authors: Anıl Utku , Muhammet Ali Akcayol
Published: 2021 , Journal of Polytechnic
DOI: 10.2339/politeknik.620613
FAVORITE 1 TOTAL DOWNLOAD COUNT 3759

1

3759

A model for prediction of customer behavior: A case study for banking sector
Authors: Kevser Özdem , M. Ali Akcayol
Published: 2021 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.766503
FAVORITE 0 TOTAL DOWNLOAD COUNT 1585

0

1585

A COMPREHENSIVE REVIEW ON USING OF DEEP LEARNING APPROACHES IN VIDEO CAPTIONING APPLICATIONS
Authors: Özlem Alpay , M. Ali Akcayol
Published: 2020 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.830587
FAVORITE 0 TOTAL DOWNLOAD COUNT 3083

0

3083

Akan Veri Karakterizasyonu, Üretimi Ve Analitiği Üzerine Kapsamlı Bir İnceleme
Authors: Anıl Utku , Muhammet Ali Akcayol
Published: 2019 , Erzincan University Journal of Science and Technology
DOI: 10.18185/erzifbed.473008
FAVORITE 0 TOTAL DOWNLOAD COUNT 5510

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5510

Tavsiye Sistemlerinde Büyük Verinin Kullanımı Üzerine Kapsamlı Bir İnceleme
Authors: Anıl Utku , Muhammet Ali Akcayol
Published: 2018 , Marmara Journal of Pure and Applied Sciences
DOI: 10.7240/marufbd.440095
FAVORITE 1 TOTAL DOWNLOAD COUNT 5016

1

5016

Development of Reserved Reliable Flow Control Algorithm in Mobile Ad Hoc Networks
Authors: İbrahim Alper Doğru , O. Ayhan Erdem , M. Ali Akcayol
Published: 2018 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 945

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945

A Survey On Sentiment Analysis And Opinion Mining, Methods And Approaches
Authors: Barış Özyurt, Muhammet Ali Akcayol
Published: 2018 , Selçuk Üniversitesi Mühendislik, Bilim Ve Teknoloji Dergisi
DOI: 10.15317/Scitech.2018.160
FAVORITE 0 TOTAL DOWNLOAD COUNT 3053

0

3053

Risk Analysis and Success Levels of the Software Project Developed in Technocity
Authors: M.Hanefi Calp , M. Ali Akcayol
Published: 2015 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2189

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2189

Kablosuz Örgü Ağlarda Verimlilik Analizi ve Çözüm Önerileri
Authors: Ramazan Kocaoğlu , M. Ali Akcayol
Published: 2012 , Journal of Information Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2267

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2267

Kablosuz Ağlarda Tahmine Dayalı Hücreler Arası Geçiş Algoritmaları
Authors: Vildan Ateş , M. Ali Akcayol
Published: 2011 , Journal of Information Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3394

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3394

COMPUTER CONTROLLED CATHODIC PROTECTION TRANSFPRMER RECTIFIER UNIT DESING AND APPLICATION
Authors: M. Ali Akçayol
Published: 2010 , Gazi University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1861

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1861

FUZZY LOGIC CONTROLLED CATHODIC PROTECTION CIRCUIT DESIGN
Authors: M. Ali Akçayol
Published: 2010 , Gazi University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1751

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1751

GSM Tabanlı Akıllı Ev Uygulaması
Authors: Kamil İnal, M. Ali Akcayol
Published: 2010 , Journal of Information Technologies
DOI: -
FAVORITE 4 TOTAL DOWNLOAD COUNT 5737

4

5737

Bilgisayar Ağlarında Tıkanıklık Denetimi ve Çözüm Yöntemleri
Authors: Mehmet Şimşek , M. Ali Akcayol
Published: 2010 , Journal of Information Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 7525

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7525

Kablosuz Ağlarda Güvenli Yönlendirme Protokolleri
Authors: Muhammet Ünal , M. Ali Akcayol
Published: 2010 , Journal of Information Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3518

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3518

XML Veritabanı için Tavlama Benzetimi ile Sorgu Optimizasyonu
Authors: Yaşar Gözüdeli , M.ali Akcayol
Published: 2010 , Journal of Information Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2862

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2862

Articles published in
Advances in Artificial Intelligence Research
Advances in Artificial Intelligence Research
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
El-Cezeri
El-Cezeri
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science
Gazi University Journal of Science
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Gazi University Health Sciences Institute
Journal of Gazi University Health Sciences Institute
Journal of Information Technologies
Journal of Information Technologies
Journal of Polytechnic
Journal of Polytechnic
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Marmara Journal of Pure and Applied Sciences
Marmara Journal of Pure and Applied Sciences
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Selçuk Üniversitesi Mühendislik, Bilim Ve Teknoloji Dergisi
Selçuk Üniversitesi Mühendislik, Bilim Ve Teknoloji Dergisi
Editorship
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Section Editor
Gazi University Journal of Science
Gazi University Journal of Science
Section Editor
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Section Editor
Editorial Board Memberships
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Investigations on Engineering and Technology
Journal of Investigations on Engineering and Technology

Reviews

Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Information Technologies
Journal of Information Technologies
Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty
Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty
Journal of Polytechnic
Journal of Polytechnic
Sakarya University Journal of Science
Sakarya University Journal of Science
Süleyman Demirel University Visionary Journal
Süleyman Demirel University Visionary Journal
The Journal of Defense Sciences
The Journal of Defense Sciences

Publications

Hybrid Deep Learning Model for Earthquake Time Prediction
Authors: Anıl Utku , M. Ali Akcayol
Published: 2024 , Gazi University Journal of Science
DOI: 10.35378/gujs.1364529
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2052

5

0

2052

Neural Network Based a Comparative Analysis for Customer Churn Prediction
Authors: Anıl Utku , M. Ali Akcayol
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1466246
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1146

2

0

1146

Deep Learning Based Video Event Classification
Authors: Serim Gençaslan , Anıl Utku , M. Ali Akcayol
Published: 2023 , Journal of Polytechnic
DOI: 10.2339/politeknik.775185
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1918

1

0

1918

Bird Species Classification Using Deep Learning: A Comparative Study
Authors: Mehtap Mutlu , Kevser Özdem , M. Ali Akcayol
Published: 2022 , Journal of Polytechnic
DOI: 10.2339/politeknik.904933
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3612

2

0

3612

Machine Learning-Based Comparative Study For Heart Disease Prediction
Authors: Merve Güllü , M. Ali Akcayol , Necaattin Barışçı
Published: 2022 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1145616
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1367

6

0

1367

Deep Learning Based Forecasting of Delay on Flights
Authors: Anıl Ayaydın , M. Ali Akcayol
Published: 2022 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1060646
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 2535

7

0

2535

Development of Connected Vehicle Technology in Turkey
Authors: Gizem Erceylan , M. Ali Akcayol
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1136901
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 3569

1

0

3569

A Comprehensive Review of Image Denoising With Deep Learning
Authors: Ahmet Yapıcı , M. Ali Akcayol
Published: 2022 , International Journal of Advances in Engineering and Pure Sciences
DOI: 10.7240/jeps.938188
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 5915

2

0

5915

Prediction of the Next Time of an Event with Deep Learning Based Model
Authors: Anıl Utku , Muhammet Ali Akcayol
Published: 2021 , Journal of Polytechnic
DOI: 10.2339/politeknik.620613
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 3759

5

1

3759

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