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(WOS) Araştırma Alanları

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Evaluating the effectiveness of a collaborative robotic maintenance training platform in extended reality (XR): A comprehensive validation study Akdoğan B. A., Esen Y. E., YAYAN K., YAYAN U. Journal of Educational Technology and Online Learning (JETOL) , cilt.9, sa.1, ss.123-145, 2026 (TRDizin)
A GraphSAGE Approach to Hepatitis C Virus Detection from Biochemical Graph Representations EREN H. A., GÜLTEKİN Ö., GÜLBANDILAR E. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , cilt.13, sa.1, ss.54-66, 2026 (TRDizin)
Patient-Level Classification of Rotator Cuff Tears on Shoulder MRI Using an Explainable Vision Transformer Framework AŞCI M., AŞIK S., YAZICI A., Okumuşer İ. Journal of Clinical Medicine , cilt.15, sa.3, 2026 (SCI-Expanded, Scopus)
Prediction of live weight of hens using non-stationary thermal imaging and deep learning algorithms ASLANTAŞ R., Tekbilek A., EREN H. A., IŞIK Ş., ERGİN M. British Poultry Science , 2026 (SCI-Expanded, Scopus)
Enhancing Urban Environmental Monitoring Using the MIIS Index: Robust Impervious Surface Mapping from High-Resolution Satellite Imagery Matcı D. K., Deliry S. I., Avdan U., TOK ONARCAN A. Journal of the Indian Society of Remote Sensing , cilt.54, sa.7, ss.3037-3054, 2026 (SCI-Expanded, Scopus)
FMU-Based Multi Criteria Trajectory Validation of Industrial Robots Kahraman S., Yilmaz C. S., YILMAZ M. F., YAYAN U. IEEE Access , cilt.14, ss.67303-67326, 2026 (SCI-Expanded, Scopus)
A Federated Supply Chain Digital Twin Architecture: Signal-Based Ripple Effect Simulation Using Model-Based Systems Engineering YAYAN U. IEEE Access , cilt.14, ss.74289-74314, 2026 (SCI-Expanded, Scopus)
BEATS: Practical Audit Trail in Blockchain Systems Alagha B., ÖZÇELİK İ. IEEE Access , cilt.13, ss.109657-109669, 2025 (SCI-Expanded, Scopus)
PWFS: A scalable parallel Python module for wrapper feature selection Eren H. A., Okyay S., Adar N. Journal of innovative engineering and natural science (Online) , cilt.5, sa.2, ss.704-719, 2025 (TRDizin)
Comparison of synthetic data generation techniques for obesity level prediction based on dietary habits and physical status EREN H. A., EMEK H. İ., Keser S. Artificial Intelligence in Health , cilt.2, sa.4, ss.47-74, 2025 (Scopus)
Smart Agriculture Blockchain Applications Alagha B., Özçelik İ., ATILGAN E. Selcuk Journal of Agriculture and Food Sciences , cilt.38, sa.3, ss.578-605, 2024 (TRDizin)
Adversarial Attack Detection Approach for Intrusion Detection Systems DEĞİRMENCİ E., ÖZÇELİK İ., YAZICI A. IEEE Access , cilt.12, ss.195996-196009, 2024 (SCI-Expanded, Scopus)
Yapay Öğrenme ile Farklı Akıllı Ulaşım Senaryoları Altında Araçtan Her Şeye Haberleşme Standardı Seçimi Eren H. A., Adar N., Yazar A. Zeki sistemler teori ve uygulamaları dergisi (Online) , cilt.6, sa.1, ss.67-74, 2023 (TRDizin)
Generating Python Mutants from Bug Fixes using Neural Machine Translation Aşik S., Yayan U. IEEE Access , cilt.11, ss.85678-85693, 2023 (SCI-Expanded, Scopus)
ROSIDS23: Network intrusion detection dataset for robot operating system Değirmenci E., Özçelik I., Yazici A. DATA IN BRIEF , cilt.51, ss.109739, 2023 (ESCI, Scopus)
ANALYSIS OF THE FEATURES FOR AUTOMATIC CLASSIFICATION OF ACADEMIC PERFORMANCE Eren H. A., Şora Günal E. Eskişehir Osmangazi Üniversitesi mühendislik ve mimarlık fakültesi dergisi (online) , cilt.30, sa.2, ss.234-241, 2022 (TRDizin)
Using Blockchain Technology for Audit Trail Alagha B., ÖZÇELİK İ. Digital Strategy and Governance in Transformative Technologies, CRC Press, Boca Raton, ss.239-259, 2025
Contactless Fatigue Detection in Athletes via Facial Expressions: Performance Analysis of CNN and Vision Transformer Models ANAGÜN Y., TÜRKMEN T. A., TÜRKMEN İ., IŞIK Ş., ÇAĞLAR E. Ç. 12th International Conference on Science Culture and Sport Congress, Sarajevo, Bosna-Hersek, 30 Nisan - 03 Mayıs 2026, (Özet Bildiri)
Deep Learning-Based Analysis of Cardiovascular Parameters and Rast Data In Anaerobic Threshold Tracking: Cardiometabolic Risk and Injury Prevention ANAGÜN Y., TÜRKMEN İ., TÜRKMEN T. A., IŞIK Ş., ÇAĞLAR E. Ç. 20th International Congress on Quality in Health, Accreditation and Patient Safety (QPS 2026), Antalya, Türkiye, 22 - 25 Nisan 2026, ss.36, (Özet Bildiri)
Akıllı Evlerde Enerji Verimliliğinin İyileştirilmesi için Anomali Tespiti ve Enerji Tüketimi Kestirimi TÜRKMEN T. A., CAN Z. ELEKTRİK-ELEKTRONİK MÜHENDİSLİĞİ ULUSAL KONGRESİ 2026, İstanbul, Türkiye, 14 - 15 Ocak 2026, ss.180-186, (Tam Metin Bildiri)
Deep Vision Transformer for Grape Leaf Disease Detection with Class-Imbalance Awareness Eren H. A., Gültekin Ö. 2025 9th International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Türkiye, 6 - 07 Eylül 2025, ss.1-6, (Tam Metin Bildiri)
Simetrik Biriktirici ile Sokak Hayvanlarında Bulaşıcı Hastalık Takibi APAYDIN N., ÖZÇELİK İ. 5th International Conference on Frontiers in Academic Research, Konya, Türkiye, 25 Eylül 2025, (Tam Metin Bildiri)
Flowzen: Modular and Scalable Network Monitoring Platform Çetin F., Gültekin A., Çekiş İ. K., Özgür M., ÖZÇELİK İ. 2025 18th International Conference on Information Security and Cryptology (ISCTürkiye), Ankara, Türkiye, 22 Ekim 2025, (Tam Metin Bildiri)
ENHANCING MINORITY CLASS DETECTION IN INTRUSION DETECTION SYSTEMS USING GAN-BASED DATA AUGMENTATION: A HEURISTIC STUDY KILIÇ A., ÖZÇELİK İ. 4. INTERNATIONAL PARIS CONGRESS ON APPLIED SCIENCES, Paris, Fransa, 05 Şubat 2025, (Tam Metin Bildiri)
Edge Authentication Using a Cryptographic Accumulator Çekiş İ. K., TOROS A., Yiğit V., ÖZÇELİK İ. 2025 9th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 14 Kasım 2025, (Tam Metin Bildiri)
SEBlock-Enhanced xLSTM Model For Energy Consumption Forecasting and Anomaly Detection TÜRKMEN T. A., ANAGÜN Y. 15. International Congress on Advanced Scientific Studies and Interdisciplinary Research (ATLAS), Bursa, Türkiye, 19 - 20 Temmuz 2025, ss.626, (Özet Bildiri)
A Code-Based Universal Cryptographic Accumulator ÖZÇELİK İ. 2025 9th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 14 - 16 Kasım 2025, (Tam Metin Bildiri)
Machine Learning-Based Prediction of Optimal Growth Temperature in Archaeal Species Using RNA Data Eren H. A., Çinar E., Çimen E. 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Ras Al Khaimah, Birleşik Arap Emirlikleri, 29 - 31 Ekim 2025, ss.1-6, (Tam Metin Bildiri)
Graph Neural Network-Based HCV Diagnosis Using Transductive Learning on Biochemical Features EREN H. A., GÜLTEKİN Ö., GÜLBANDILAR E. II. International Data Science and Information Technologies Congress (INFTEC 2025), Budapest, Macaristan, 22 Mayıs 2025, cilt.1, ss.4, (Özet Bildiri)
AN EMPIRICAL EVALUATION OF BLOCKCHAIN TRANSACTION SEARCH METHODS Alagha B., ÖZÇELİK İ. AVRASYA 11th INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, Tashkent, Özbekistan, 1 - 05 Ağustos 2024, (Tam Metin Bildiri)
Performance Evaluation of ECC Based Cryptographic Accumulator on Resource-Constrained Platform TOROS A., Çekiş İ. K., KORKMAZ K., ÖZÇELİK İ. 2024 Innovations in Intelligent Systems and Applications Conference (ASYU), Ankara, Türkiye, 16 - 18 Ekim 2024, (Tam Metin Bildiri)
Evaluation of Deep Neural Network Quality by CleanAI Coverage Metrics Library Ayubi A. H., Taşkın F., Çağlar O., AŞIK S., Bağlum C., YAYAN U. THE 17TH INTERNATIONAL CONFERENCE ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS, Hammanet, Tunus, 09 Ağustos 2023, (Tam Metin Bildiri)
Development of Cloud and Artificial Intelligence based Software Testing Platform (ChArIoT) Çağlar O., Taşkın F., Bağlum C., AŞIK S., YAYAN U. Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı (ASYU) 2023, Sivas, Türkiye, 11 - 13 Ekim 2023, (Tam Metin Bildiri)
The Importance of Experience Replay Buffer Size in Deep Reinforcement Learning EREN H. A., YAZAR A., ADAR N. ULUSLARARASI MÜHENDİSLİK MİMARLIK VE TASARIM KONGRESİ, Türkiye, 23 - 25 Aralık 2023, (Tam Metin Bildiri)