Yayınlar

Makaleler

Towards Robust Monkeypox Diagnosis: Merging Datasets and Evaluating Explainable Deep Learning Models

SALEH R. A. A., Saeed S. H. M., Abualkebash H., KONYAR M. Z., ERTUNÇ H. M.
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, cilt.39, sa.15, 2025 (SCI-Expanded, Scopus) identifier identifier

Attention-based deep learning for tire defect detection: Fusing local and global features in an industrial case study

SALEH R. A. A., ERTUNÇ H. M.
Expert Systems with Applications, cilt.269, 2025 (SCI-Expanded, Scopus) identifier identifier

Bubble defect detection for tire shearography images with transfer learning based deep CNN models

Saleh N. A. A., Al-Areqi F., Konyar M. Z., Kaplan K., Öngir S., Ertunç H. M.
Engineering Research Express, cilt.6, sa.45423, ss.1-16, 2024 (ESCI) Sürdürülebilir Kalkınma identifier identifier

End-to-end tire defect detection model based on transfer learning techniques

Saleh R. A. A., KONYAR M. Z., KAPLAN K., ERTUNÇ H. M.
Neural Computing and Applications, cilt.36, sa.20, ss.12483-12503, 2024 (SCI-Expanded) identifier

AdvancingTire Safety: Explainable Artificial Intelligence-Powered Foreign Object Defect Detection with Xception Networks and Grad-CAM Interpretation

Saleh R. A. A., Al-Areqi F., KONYAR M. Z., KAPLAN K., Oengir S., ERTUNÇ H. M.
APPLIED SCIENCES-BASEL, cilt.14, sa.10, 2024 (SCI-Expanded, Scopus) identifier identifier

Explainable attention-based fused convolutional neural network (XAFCNN) for tire defect detection: an industrial case study

Saleh R. A. A., ERTUNÇ H. M.
ENGINEERING RESEARCH EXPRESS, cilt.6, sa.1, 2024 (ESCI) identifier identifier

Sector-Based Stock Price Prediction with Machine Learning Models

Kocaoğlu D., Turgut K., KONYAR M. Z.
Sakarya University Journal of Computer and Information Sciences (Online), cilt.5, sa.3, ss.415-426, 2022 (Hakemli Dergi)

Transfer Öğrenme Mimarileri Kullanılarak Bilgisayarlı Tomografi Görüntülerinden Covid-19'un Yüksek Doğrulukla Sınıflandırılması

Al-Areqi F., Konyar M. Z.
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi, cilt.13, sa.3, ss.457-466, 2022 (Hakemli Dergi)

Effectiveness evaluation of different feature extraction methods for classification of covid-19 from computed tomography images: A high accuracy classification study

Al-Areqi F., KONYAR M. Z.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, cilt.76, 2022 (SCI-Expanded) identifier identifier identifier

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler

Artificial Intelligence Framework for Skin Lesion Prediction Using Medical Dermoscopic Images

Abualkebash H., Saleh R. A. A., Ertunç H. M., Addo D., Talo M., Al-Antari M. A.
7th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2023, Ankara, Türkiye, 26 - 28 Ekim 2023, (Tam Metin Bildiri) identifier

Tire Defect Detection Model Using Machine Learning

Saleh R. A. A., KONYAR M. Z., KAPLAN K., ERTUNÇ H. M.
2022 2nd International Conference on Emerging Smart Technologies and Applications (eSmarTA), Ibb, Yemen, 25 Ekim 2022, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

Reversible Data Hiding Method Based on Double-Side Histogram Shifting Of Image Sub-Blocks

Konyar M. Z.
9th International Marmara Sciences Congress (Autumn 2022), Kocaeli, Türkiye, 9 - 10 Aralık 2022, ss.1-5, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

Lung Cancer Classification Using Image Enhancement and CNN-Based Pre-Trained Models

Al-Areqi F., Celebi A. T., Konyar M. Z.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Türkiye, 11 - 13 Ekim 2023, (Tam Metin Bildiri) identifier

Image Data Hiding with Local Binary Pattern of Neighbor Pixels

Konyar M. Z.
5th International Congress on Engineering Sciences and Multidisciplinary Approaches, İstanbul, Türkiye, 25 - 26 Şubat 2023, ss.69-74, (Tam Metin Bildiri)

The Use of The Deep Learning Methods for Data Hiding

Konyar M. Z.
3rd International Conference on Applied Engineering and Natural Sciences, Konya, Türkiye, 20 - 23 Temmuz 2022, ss.1976-1977, (Özet Bildiri) Sürdürülebilir Kalkınma

Integration of Microservices with Blockchain

Solakoğlu T. S., Konyar M. Z.
7th International Marmara Sciences Congress (Autumn 2021), Kocaeli, Türkiye, 10 - 11 Aralık 2021, ss.28-29, (Özet Bildiri)

Detection of Air Bubbles from Tire Shearography Images

Saleh N. A., Konyar M. Z., Kaplan K., Ongir S., Ertunç H. M.
4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2022, Ankara, Türkiye, 9 - 11 Haziran 2022, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier

Comparative Analysis of Machine Learning and Deep Learning Based Covid-19 Classification Methods

Al-Areqi F., Konyar M. Z.
8th International Marmara Sciences Congress (Spring 2022), Kocaeli, Türkiye, 13 - 14 Mayıs 2022, ss.1-2, (Özet Bildiri) Sürdürülebilir Kalkınma

Chest X-Ray Images Classification with CNN

Ekiz A., Kaplan K., Ayvaz E.
ULUSLARARASI MARMARA FEN BİLİMLERİ KONGRESİ, Kocaeli, Türkiye, 9 - 10 Aralık 2022, ss.502-505, (Tam Metin Bildiri)