| 2022 | ISM | Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations. | Olcay Kursun, Semih Din, Oleg V. Favorov |
| 2015 | BIBE | Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale. | Betul Erdogdu Sakar, Cemal Okan Sakar, Gorkem Serbes, Olcay Kursun |
| 2012 | ISCC | A comparative analysis of smith-waterman based partial alignment. | Taner Aruk, Duran stek, Olcay Kursun |
| 2010 | ICAISC | Stacking Class Probabilities Obtained from View-Based Cluster Ensembles. | Heysem Kaya, Olcay Kursun, Huseyin Seker |
| 2010 | ICAISC | Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction. | Olcay Kursun, Ethem Alpaydin |
| 2010 | ICPR | A Hybrid Method for Feature Selection Based on Mutual Information and Canonical Correlation Analysis. | Cemal Okan Sakar, Olcay Kursun |
| 2010 | ICPR | Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection. | Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Grgen |
| 2010 | IJCNN | Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation. | Olcay Kursun |
| 2009 | IPAS | Hyper-spectral image segmentation using spectral clustering with covariance descriptors. | Olcay Kursun, Fethullah Karabiber, Cemalettin Koc, Abdullah Bal |
| 2006 | ISI | A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases. | Olcay Kursun, Anna Koufakou, Bing Chen, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin |
| 2006 | ISI | Matching Images of Never-Before-Seen Individuals in Large Law Enforcement Databases. | Olcay Kursun, Kenneth M. Reynolds, Oleg V. Favorov |
| 2002 | WACV | Single-Frame Super-Resolution by a Cortex Based Mechanism Using High Level Visual Features in Natural Images. | Olcay Kursun, Oleg V. Favorov |