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)

Automated explainable deep learning framework for multiclass skin cancer detection and classification using hybrid YOLOv8 and vision transformer (ViT)

Abualkebash H., Saleh R. A. A., Ertunç H. M.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, cilt.108, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

An innovative approach for aggregate gradation in old building mortars based on deep learning technique

Ekiz A., Doğruyol M., Kaplan K., Kuncan M.

ENGINEERING RESEARCH EXPRESS, cilt.7, sa.3, 2025 (ESCI, Scopus)

Reverb hiding: A new framework for audio steganography

Altınbaş A. E., KONYAR M. Z.

Applied Acoustics, cilt.235, 2025 (SCI-Expanded, Scopus)

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)

Vertical Force Monitoring of Racing Tires: A Novel Deep Neural Network-Based Estimation Method

Öngir S., Kaleli E. C., KONYAR M. Z., ERTUNÇ H. M.

Applied Sciences (Switzerland), cilt.15, sa.1, 2025 (SCI-Expanded, Scopus)

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, Scopus) Sürdürülebilir Kalkınma

Efficient white blood cell identification with hybrid inception-xception network

Saleh R. A. A., Ghaleb M., Shafik W., ERTUNÇ H. M.

JOURNAL OF SUPERCOMPUTING, cilt.80, sa.17, ss.25155-25187, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

A hybrid deep learning skin cancer prediction framework

Farea E., Saleh R. A. A., AbuAlkebash H., Farea A. A., Al-antari M. A.

ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, cilt.57, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

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, Scopus)

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)

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)

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, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler

Predicting Remaining Useful Life of Bearing Using with Wavelet Transform and a CNN Model

Ekiz A., Kaplan K.

INTERNATIONAL CONGRESS ON NATURAL AND ENGINEERING SCIENCES, Siirt, Türkiye, 22 - 24 Kasım 2024, ss.22, (Özet Bildiri)

Öksürük sesleri kullanılarak koronavirüs teşhisi

Ekiz A., Kaplan K.

International Turkic World Congress on Science and Engineering (TURK-COSE 2022), Niğde, Türkiye, 23 - 24 Haziran 2022, ss.295, (Özet Bildiri)

Detection of Parathyroid Adenoma in Primary Hyperparathyroidism using Deep Learning Models

Bin Addul Ghaffar M. S., SALEH R. A. A., Abualkebash H., Kiziltepe M., ALPARSLAN B., ERTUNÇ H. M.

7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, ICHORA 2025, Ankara, Türkiye, 23 - 24 Mayıs 2025, (Tam Metin Bildiri)

A New Reversible Data Hiding Method in PDF Files for Secret Communication

Savaş A., Konyar M. Z.

2025 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Chisinau, Moldova, 23 - 26 Haziran 2025, ss.1-6, (Tam Metin Bildiri)

Transformer-based Paper Title Generation from Turkish Article Abstracts

Bektaş B., Konyar M. Z.

2025 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Chisinau, Moldova, 23 - 26 Haziran 2025, ss.1-4, (Tam Metin Bildiri)

Brain Tumor Detection Using Explainable Artificial Intelligence and Transformers

Kalifati S., Konyar M. Z.

2025 33rd Signal Processing and Communications Applications Conference (SIU), İstanbul, Türkiye, 25 - 28 Haziran 2025, ss.1-5, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

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)

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

Enhancing DDoS Detection in Software-Defined Networking with Explainable Ensemble Models: A Comprehensive Approach Using SHAP Values

Saleh R. A. A.

eSmarta2025, Ibb, Yemen, 05 Ağustos 2025, ss.1-7, (Tam Metin Bildiri)

Yayınlar

Makaleler

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

Automated explainable deep learning framework for multiclass skin cancer detection and classification using hybrid YOLOv8 and vision transformer (ViT)

An innovative approach for aggregate gradation in old building mortars based on deep learning technique

Reverb hiding: A new framework for audio steganography

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

Vertical Force Monitoring of Racing Tires: A Novel Deep Neural Network-Based Estimation Method

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

Efficient white blood cell identification with hybrid inception-xception network

A hybrid deep learning skin cancer prediction framework

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

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

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

Sector-Based Stock Price Prediction with Machine Learning Models

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

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

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler

Predicting Remaining Useful Life of Bearing Using with Wavelet Transform and a CNN Model

Öksürük sesleri kullanılarak koronavirüs teşhisi

Detection of Parathyroid Adenoma in Primary Hyperparathyroidism using Deep Learning Models

A New Reversible Data Hiding Method in PDF Files for Secret Communication

Transformer-based Paper Title Generation from Turkish Article Abstracts

Brain Tumor Detection Using Explainable Artificial Intelligence and Transformers

Artificial Intelligence Framework for Skin Lesion Prediction Using Medical Dermoscopic Images

Tire Defect Detection Model Using Machine Learning

Enhancing DDoS Detection in Software-Defined Networking with Explainable Ensemble Models: A Comprehensive Approach Using SHAP Values

Automated Machine Learning for Predictive Maintenance in Tire Manufacturing Machines

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

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

Image Data Hiding with Local Binary Pattern of Neighbor Pixels

The Use of The Deep Learning Methods for Data Hiding

Artifical Intelligence-Based Sentiment Analysis in Project Tracking Software Jira

Covid-19 Detection from Cough, Breath, And Speech Sounds with Short-Time Fourier Transform and a CNN Model

Integration of Microservices with Blockchain

Detection of Air Bubbles from Tire Shearography Images

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

Tire Defect Detection Model Using Machine Learning

Chest X-Ray Images Classification with CNN

ESA ve Kon-DVM Modelleri Kullanarak Beyaz Kan Hücrelerinin Sınıflandırılması