Prof. Dr. MELİKE ŞAH DİREKOĞLU

Uluslararası hakemli dergilerde yayınlanan makaleler (SCI,SSCI,Arts and Humanities)

• Zaman, K., Li, K, Sah, M., Direkoglu, C., Okada, S. and Unoki, M. "Transformers and audio detection tasks: An overview", Digital Signal Processing, Volume 158, 2025. - 2025
• Taha, Muhammed Abdulghani, Sah, Melike and Direkoglu, Cem. "Identification of Locations in Mecca using Image Pre-Processing, Neural Networks and Deep Learning". Arabian Journal for Science and Engineering, 49, pp. 12091–12111, 2024. - 2024
• Zaman, K., Samiul, I. J. A. M., Sah, M., Direkoglu, C., Okada, S. and Unoki, M.. "Hybrid Transformer Architectures With Diverse Audio Features for Deepfake Speech Classification", IEEE Access, vol. 12, pp. 149221-149237, 2024. - 2024
• Göğebakan, Kadime, Ulu, Ramazan, Abiyev, Rahib and Şah, Melike. "A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules", Health Information Science and Systems Vol. 12, No. 1, 2024. - 2024
• Zaman, K., Sah, M., Direkoglu, C. and Unoki, M. "A Survey of Audio Classification Using Deep Learning," in IEEE Access, vol. 11, pp. 106620-106649, 2023. - 2023
• Şah, M. and Direkoğlu, C. "Review and evaluation of player detection methods in field sports". Multimedia Tools and Applications, Vol. 82, pp. 13141–13165, 2023. - 2023
• Zaid, Yazan, Sah, Melike and Direkoglu, Cem. "Pre-processed and combined EEG data for epileptic seizure classification using deep learning", Biomedical Signal Processing and Control, Volume 84, 2023. - 2023
• Sah, M. and Direkoglu, C. "A survey of deep learning methods for multiple sclerosis identification using brain MRI images". Neural Computing and Applications, Vol. 34, pp. 7349–7373, 2022. - 2022
• Hatirnaz, E., Sah, M. and Direkoglu, C. "A novel framework and concept-based semantic search Interface for abnormal crowd behaviour analysis in surveillance videos". Multimedia Tools and Applications, Vol. 79, pp. 17579–17617, 2020. - 2020
• Direkoglu, C., Sah, M. and O’Connor, N.E. "Player detection in field sports". Machine Vision and Applications, Vol. 29, pp. 187–206, 2018. - 2018
• Mirza, Arsalan Rahman and Sah, Sah. "Automated software system for checking the structure and format of ACM SIG documents", New Review of Hypermedia and Multimedia, Vol. , No. 2, pp. 112-140, 2017. - 2017

Uluslararası bilimsel toplantılarda sunulan ve bildiri kitabında basılan bildiriler

• Aderinwale, David and Sah, Melike. " Plant Disease Classification Using an Ensemble Learning Model of Convolutional Neural Networks and Vision Transformers", 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, 2025. - 2025
• Oluwafemi, Ebenezer, Nsenga, Eliane and Sah, Melike. "Speech Emotion Recognition Using Hybrid Deep Learning Models and Diverse Acoustic Features", 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, 2025. - 2025
• Iluno, Chibuzor and Sah, Melike. "Handling Class Imbalance Problem for Diabetic Retinopathy Fundus Image Classification", 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, 2025. - 2025
• Al Hajj, Jana and Sah, Melike. "Assessing the Impact of ChatGPT in a PHP Programming Course". 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS2023), 2023. - 2023
• Sah, Melike and Gogebakan, Kadime. "Comparing ChatGPT Responses with Clinical Practice Guidelines for Diagnosis, Prevention and Treatment of Diabetes". International Congress of Electrical and Computer Engineering (ICECENG2023), 2023. - 2023
• İbrahim, W. and Şah, M. "Standardization of Humanitarian Project Monitoring and Evaluation using Semantic Web," 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Ankara, Turkey, pp. 1-7, 2022. - 2022
• Fakhri, K. K. and Şah, M. "Staff Training Ontology for Humanitarian Organizations," International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, 2022, pp. 448-453, 2022. - 2022
• Dawood, B.A. and Sah, M. "Semantic Web and Healthcare System in IoT Enabled Smart Cities. Innovations in Smart Cities Applications" Volume 4. SCA. Lecture Notes in Networks and Systems, vol 183. Springer, Cham., 2021 - 2021
• Hussain, A.A., Al-Turjman, F., Sah, M. "Semantic Web and Business Intelligence in Big-Data and Cloud Computing Era". Innovations in Smart Cities Applications Volume 4. SCA. Lecture Notes in Networks and Systems, vol 183. Springer, Cham, 2021. - 2021
• Qarqur, H. and Sah, M. "Simulation of Algorithms and Techniques for Green Cloud Computing Using CloudAnalyst". Intelligent Computing Paradigm and Cutting-edge Technologies. ICICCT 2020. Learning and Analytics in Intelligent Systems, vol 21. Springer, Cham., 2020. - 2021
• Şah, M. and Direkoğlu, C., "LightWeight Deep Convolutional Neural Networks for Vehicle Re-Identification using Diffusion-based Image Masking", 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Ankara, Turkey, pp 1-6, 2021. - 2021
• Göğebakan, K. and Şah, M. "A Review of Recent Advances for Preventing, Diagnosis and Treatment of Diabetes Mellitus using Semantic Web", 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Ankara, Turkey, pp 1-6, 2021. - 2021
• Olufemi, A.N. and Sah, M. "Location Finder Mobile Application Using Android and Google SpreadSheets". Networking, Intelligent Systems and Security. Smart Innovation, Systems and Technologies, vol 237. Springer, Singapore, 2021 - 2021
• Chandio, M.M. and Sah, M. "Brexit Twitter Sentiment Analysis: Changing Opinions About Brexit and UK Politicians". Intelligent Computing Paradigm and Cutting-edge Technologies. Learning and Analytics in Intelligent Systems, vol 9. Springer, Cham, 2020. - 2020
• Zaman, K., Şah, M. and Direkoğlu, C. "Classification of Harmful Noise Signals for Hearing Aid Applications using Spectrogram Images and Convolutional Neural Networks," 2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Istanbul, Turkey, pp. 1-9, 2020. - 2020
• Altobel, M.Z. and Sah, M. "Tiger Detection Using Faster R-CNN for Wildlife Conservation". 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020 . ICAFS 2020. Advances in Intelligent Systems and Computing, vol 1306. Springer, Cham., 2020. - 2020
• Taha, M.A., Şah, M., Direkoğlu, C. Review of Place Recognition Approaches: Traditional and Deep Learning Methods. 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020 . ICAFS 2020. Advances in Intelligent Systems and Computing, vol 1306. Springer, Cham., 2020. - 2020

Uluslararası diğer hakemli dergilerde yayınlanan makaleler

• Karim, P J, Mahmood, S R and Sah, M. "Brain Tumor Classification using Fine-Tuning based Deep Transfer Learning and Support Vector Machine". International Journal of Computing and Digital Systems. Vol .13, No.1, 2023. - 2023
• Ismail, A. and Sah, M. "CODCA – Covid-19 Ontology For Data Collection And Analysis In E-Health". ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences. Issue 4/W5, pp .299-305, 2021. - 2021