| Issue Date | Title | Author(s) |
| 2021 | Analysing SEER cancer data using signed maximal frequent itemset networks | Kocak, Yunuscan; Ozyer, Tansel |
| Sep-2020 | Are we secure from bots? Investigating vulnerabilities of botometer | Torusdağ, Buğra M.; Kutlu, Mücahid ; Selçuk, Ali Aydın |
| 2021 | Asymptotic Sampling Regression with Machine Learning and Surrogate Modeling Techniques | Bayrak, G.; Acar, E. |
| 2014 | An Automated Bot Detection System through Honeypots for Large-Scale | Haltas, Fatih; Uzun, Erkam; Siseci, Necati; Posul, Abdulkadir; Emre, Bakır |
| 2023 | Breast Cancer Classification Using a Novel Hybrid Feature Selection Approach | Akkur, E.; Turk, F.; Eroğul, Osman |
| 2023 | Breast Cancer Diagnosis Using Feature Selection Approaches and Bayesian Optimization | Akkur, E.; Türk, F.; Eroğul, O. |
| Sep-2019 | Can Driving Patterns Predict Identity and Gender? | Abul, Osman ; Karatas, B. |
| Aug-2020 | Deep learning for financial applications: A survey | Özbayoğlu, Ahmet Murat ; Güdelek, M. U.; Sezer, O. B. |
| 2021 | Detecting spam tweets using machine learning and effective preprocessing | Kardaş B.; Bayar, İsmail Erdem; Özyer T.; Alhajj R. |
| 2023 | Determination of the Optimal EEG-based Features to Detect ADHD by Machine Learning Algorithms | Can, Y.; Bigat, I.; Nassehi, F.; Eken, A.; Erogul, O. |
| 2024 | Diagnostic machine learning applications on clinical populations using functional near infrared spectroscopy: a review | Eken, Aykut ; Nassehi, Farhad; Eroğul, Osman |
| 2017 | Estimation of parameters for the free-form machining with deep neural network | Serin, Gökberk; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| May-2020 | Financial time series forecasting with deep learning : A systematic literature review: 2005-2019 | Sezer, Ömer Berat; Güdelek, Mehmet Uğur; Özbayoğlu, Ahmet Murat |
| 2018 | A Fully Unsupervised Framework for Scoring Driving Style | Özgül, Ozan Fırat; Çakır, Mehmet Ulaş; Tan, Mehmet ; Amasyalı, Mehmet Fatih; Hayvacı, Harun Taha |
| 2019 | Fuzzy classification methods based diagnosis of parkinson’s disease from speech test cases | Dastjerd, Niousha Karim; Sert, Onur Can; Özyer, Tansel ; Alhajj, Reda |
| 2015 | Hair region localization with optical imaging for guided laser hair removal | Avşar, Murat; Yetik, İmam Şamil |
| 2015 | Hyperspectral Target Detection - An Experimental Study | Günyel, Bertan; Cinbiş, Ramazan Gökberk; Türe, Sedat; Gürbüz, Ali Cafer |
| 2023 | A machine learning approach for dyslexia detection using Turkish audio records | Taş, Tuğberk; Bulbul, Muammed Abdullah; Haşimoğlu, Abas; Meral, Yavuz; Çalışkan, Yasin; Budağova, Günay; Kutlu, Mucahid |
| 2023 | Machine learning enabled the design of compact and efficient wavelength demultiplexing photonic devices | Turduev, M.; Bor, E.; Alparslan, O.; Hanay, Y.S.; Kurt, H.; Arakawa, S.; Murata, M. |
| Jan-2019 | MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning | Önal, Aras Can; Sezer, Ömer Berat; Özbayoğlu, Murat ; Doğdu, Erdoğan |
| 2021 | Optimization of Flow Rate and Pipe Rotation Speed Considering Effective Cuttings Transport Using Data-Driven Models | Özbayoğlu, Evren; Özbayoğlu, Murat ; Özdilli, Barış Güney; Erge, Öney |
| 2021 | A Performance Study Depending on Execution Times of Various Frameworks in Machine Learning Inference | Sever M.; Ogut S. |
| 2022 | Prediction of uterine dehiscence via machine learning by using lower uterine segment thickness and clinical features | Kement M.; Kement C.E.; Kokanali M.K.; Doganay M. |
| 2016 | A Real-Time Autonomous Highway Accident Detection Model Based on Big Data Processing and Computational Intelligence | Özhayoğlu, Mural; Küçükayan, Gökhan; Doğdu, Erdoğan |
| 2023 | Real-time detection of acromegaly from facial images with artificial intelligence | Kızılgül, M.; Karakış, R.; Dogan, N.; Bostan, H.; Yapıcı, M.M.; Gül, U.; Uçan, B. |
| 2023 | A review from physics based models to artificial intelligence aided models in fatigue prediction for industry applications | Gürgen, M.; Bakır, M.; Bahceci, E.; Ünver, H.Ö. |
| 2020 | Segmentation of Teeth Region via Machine Learning in Panoramic X-Ray Dental Images | Güven, Ali; Yetik, İmam Şamil ; Çulhaoğlu, Ahmet; Orhan, Kaan; Kılıçarslan, Mehmet Kılıçarslan |
| 2017 | Weather Data Analysis and Sensor Fault Detection Using An Extended IoT Framework with Semantics, Big Data, and Machine Learning | Önal, Aras Can; Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan |
| 2021 | Yapay Öğrenme ile El Yazılarından Kişilik Özellikleri Çıkarımı | Yüksel, N. İdil; Keskin, M. Mert; Özbayoğlu, A. Murat |
