| 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, Osman |
| 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. |
| 2023 | Determination of electrophysiological biomarkers to diagnose depression from alpha band using machine learning methods | Nassehi, Farhad; Eken, Aykut ; Par, Asuhan; Yetkin, Sinan; Eroğul, Osman |
| 2023 | Determination of the Optimal Eeg-Based Features To Detect Adhd by Machine Learning Algorithms | Can, Y.; Bigat, I.; Nassehi, F.; Eken, Aykut ; 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. |
| 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, Hakkı Özgür |
| 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 |
