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İlyas Özer Assoc. Prof. Dr. BANDIRMA ONYEDİ EYLÜL ÜNİVERSİTESİ
Publication 14 Review 27 CrossRef Cited 26 TR Dizin Cited 3
14 Publication
27 Review
26 CrossRef Cited
3 TR Dizin Cited
0000-0003-2112-5497

Research Fields

Machine Learning Data Mining and Knowledge Discovery Artificial Intelligence makine öğrenmesi

Institution

BANDIRMA ONYEDİ EYLÜL ÜNİVERSİTESİ

Popular Publications

Şehir İçi Otobüs Taşımacılığında Kısa Dönemli Yolcu Sayısı Tahmini
Authors: Ece Sema Korkmaz , İlyas Özer , Serhat Berat Efe
Published: 2022 , Journal of Intelligent Transportation Systems and Applications
DOI: 10.51513/jitsa.1172352
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 1818

0

2

1818

Publications

Electrode and Frequency Band Importance for EEG-Based Mission-Type Classification in a Fighter Flight Simulator
Authors: Mustafa Şen , İlyas Özer , Adem Dalcalı
Published: 2026 , Electronic Letters on Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 157

0

157

Blade Designs, Generator Systems, and Contra-Rotating Architectures in Vertical Axis Wind Turbines: A Review
Authors: İlyas Özer , Can Tuncer , Anıl Doğan Alkan, Lütfi Çolak, Cengizhan Şenol, Mücahit Çetinkaya
Published: 2026 , Electronic Letters on Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 252

0

252

E-NoseFlavNet: Towards E-Nose based Aroma Flavour Analysis Empowered by Diverse ML Models via Sensor Array Technology
Authors: İlyas Özer , Onursal Çetin , Kutlucan Görür , Feyzullah Temurtaş
Published: 2026 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1854260
FAVORITE 0 TOTAL DOWNLOAD COUNT 250

0

250

DEEP LEARNING BASED PREDICTION OF POWER QUALITY DISTURBANCES IN DISTRIBUTION NETWORKS
Authors: Metin Akdeniz , İlyas Özer , Serhat Berat Efe
Published: 2025 , International Journal of Energy and Smart Grid
DOI: 10.55088/ijesg.1757249
FAVORITE 0 TOTAL DOWNLOAD COUNT 504

0

504

Comparative Evaluation of Anchor-Based YOLOv11 and Anchor-Free FCOS for Small-Object UAV Detection
Authors: Hilal İkra Yücel , İlyas Özer , Adem Dalcalı
Published: 2025 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1739026
FAVORITE 0 TOTAL DOWNLOAD COUNT 1082

0

1082

Secure and reliable data management model in motor vehicles
Authors: Suat Onur , Mehmet Tektaş , İlyas Özer , Ufuk Çelik , Emrah Dönmez , Caner Pense
Published: 2025 , Journal of Intelligent Transportation Systems and Applications
DOI: 10.51513/jitsa.1644011
FAVORITE 0 TOTAL DOWNLOAD COUNT 998

0

998

Classification of Food Flavours using Electronic Nose and Machine Learning Methods
Authors: İlyas Özer , Kutlucan Görür , Onursal Çetin , Feyzullah Temurtaş
Published: 2024 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1405146
FAVORITE 0 TOTAL DOWNLOAD COUNT 1453

0

1453

Şehir İçi Otobüs Taşımacılığında Kısa Dönemli Yolcu Sayısı Tahmini
Authors: Ece Sema Korkmaz , İlyas Özer , Serhat Berat Efe
Published: 2022 , Journal of Intelligent Transportation Systems and Applications
DOI: 10.51513/jitsa.1172352
FAVORITE 2 TOTAL DOWNLOAD COUNT 1818

2

1818

LED Aydınlatma Sistemlerinde Derin Öğrenme Tabanlı Harmonik Tahminleme
Authors: İlyas Özer , Harun Özbay , Serhat Berat Efe
Published: 2022 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1174771
FAVORITE 0 TOTAL DOWNLOAD COUNT 921

0

921

Twitter Platformundan Elde Edilen Türkçe Saldırgan Dil Derlemi
Authors: Şeyma Şahiner Yılmaz , İlyas Özer , Hadi Gökçen
Published: 2022 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1173434
FAVORITE 0 TOTAL DOWNLOAD COUNT 2561

0

2561

Classification of Urease Activity in Full-Fat Soybean Production by Extrusion Using Machine Learning Algorithms
Authors: İlyas Özer
Published: 2021 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.941007
FAVORITE 0 TOTAL DOWNLOAD COUNT 5128

0

5128

Deep Learning Methods for Autism Spectrum Disorder Diagnosis Based on fMRI Images
Authors: Muhammed Ali Bayram , İlyas Özer , Feyzullah Temurtaş
Published: 2021 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.04.01.879735
FAVORITE 0 TOTAL DOWNLOAD COUNT 4424

0

4424

LITERATURE REVIEW ON DETERMINING FISH FRESHNESS BY ELECTRONIC NOSE AND MACHINE LEARNING
Authors: Kutlucan Görür , Onursal Çetin , İlyas Özer , Feyzullah Temurtaş
Published: 2020 , Electronic Letters on Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 977

0

977

Uzun Kısa Dönem Bellek Ağlarını Kullanarak Erken Aşama Diyabet Tahmini
Authors: İlyas Özer
Published: 2020 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.790225
FAVORITE 0 TOTAL DOWNLOAD COUNT 2014

0

2014

Articles published in
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Electronic Letters on Science and Engineering
Electronic Letters on Science and Engineering
International Journal of Energy and Smart Grid
International Journal of Energy and Smart Grid
Journal of Intelligent Transportation Systems and Applications
Journal of Intelligent Transportation Systems and Applications
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Editorship
Current Trends in Computing
Current Trends in Computing
Section Editor
Journal of Intelligent Transportation Systems and Applications
Journal of Intelligent Transportation Systems and Applications
Section Editor
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Editor , Section Editor
Editorial Board Memberships
Current Trends in Computing
Current Trends in Computing
Journal of Intelligent Transportation Systems and Applications
Journal of Intelligent Transportation Systems and Applications
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi

Reviews

Acta Infologica
Acta Infologica
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Current Trends in Computing
Current Trends in Computing
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Electronic Letters on Science and Engineering
Electronic Letters on Science and Engineering
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
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Transportation Systems and Applications
Journal of Intelligent Transportation Systems and Applications
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

DEEP LEARNING BASED PREDICTION OF POWER QUALITY DISTURBANCES IN DISTRIBUTION NETWORKS
Authors: Metin Akdeniz , İlyas Özer , Serhat Berat Efe
Published: 2025 , International Journal of Energy and Smart Grid
DOI: 10.55088/ijesg.1757249
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 504

1

0

504

Classification of Food Flavours using Electronic Nose and Machine Learning Methods
Authors: İlyas Özer , Kutlucan Görür , Onursal Çetin , Feyzullah Temurtaş
Published: 2024 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1405146
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1453

1

0

1453

LED Aydınlatma Sistemlerinde Derin Öğrenme Tabanlı Harmonik Tahminleme
Authors: İlyas Özer , Harun Özbay , Serhat Berat Efe
Published: 2022 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1174771
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 921

2

0

921

Twitter Platformundan Elde Edilen Türkçe Saldırgan Dil Derlemi
Authors: Şeyma Şahiner Yılmaz , İlyas Özer , Hadi Gökçen
Published: 2022 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1173434
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2561

3

0

2561

Classification of Urease Activity in Full-Fat Soybean Production by Extrusion Using Machine Learning Algorithms
Authors: İlyas Özer
Published: 2021 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.941007
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 5128

1

0

5128

Deep Learning Methods for Autism Spectrum Disorder Diagnosis Based on fMRI Images
Authors: Muhammed Ali Bayram , İlyas Özer , Feyzullah Temurtaş
Published: 2021 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.04.01.879735
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 4424

10

0

4424

Uzun Kısa Dönem Bellek Ağlarını Kullanarak Erken Aşama Diyabet Tahmini
Authors: İlyas Özer
Published: 2020 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.790225
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 2014

8

0

2014

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