Single-Frame Super-Resolution by a Cortex Based Mechanism Using High Level Visual Features in Natural Images. - Olcay Kursun; Oleg V. Favorov (WACV, 2002)

SINBAD: Towards an Implementation-Independent Hidden-Variable Discoverer. - Olcay Kursun; Oleg V. Favorov (CCCT (1), 2004)

SINBAD automation of scientific discovery: From factor analysis to theory synthesis. - Olcay Kursun; Oleg V. Favorov (Nat. Comput., 2004)

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 (ISI, 2006)

Matching Images of Never-Before-Seen Individuals in Large Law Enforcement Databases. - Olcay Kursun; Kenneth M. Reynolds; Oleg V. Favorov (ISI, 2006)

Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary. - Olcay Kursun; Anna Koufakou; Abhijit Wakchaure; Michael Georgiopoulos; Kenneth M. Reynolds; Ronald Eaglin (Int. J. Artif. Intell. Tools, 2006)

A Generalization of Shannon's Mutual Information for Improved Feature Selection in Databases Involving Possibly Rare but Well-Predictable Classes. - Olcay Kursun (Artificial Intelligence and Pattern Recognition, 2008)

Name Matching in Law Enforcement Database. - Olcay Kursun; Michael Georgiopoulos; Kenneth M. Reynolds (Intelligence and Security Informatics, 2008)

Hyper-spectral image segmentation using spectral clustering with covariance descriptors. - Olcay Kursun; Fethullah Karabiber; Cemalettin Koc; Abdullah Bal (Image Processing: Algorithms and Systems, 2009)

Stacking Class Probabilities Obtained from View-Based Cluster Ensembles. - Heysem Kaya; Olcay Kursun; Huseyin Seker (ICAISC (1), 2010)

Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction. - Olcay Kursun; Ethem Alpaydin (ICAISC (1), 2010)

A Hybrid Method for Feature Selection Based on Mutual Information and Canonical Correlation Analysis. - Cemal Okan Sakar; Olcay Kursun (ICPR, 2010)

Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection. - Cemal Okan Sakar; Olcay Kursun; Huseyin Seker; Fikret Gürgen (ICPR, 2010)

Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation. - Olcay Kursun (IJCNN, 2010)

Feature Selection and Extraction Using an Unsupervised Biologically-Suggested Approximation to Gebelein's Maximal Correlation. - Olcay Kursun; Oleg V. Favorov (Int. J. Pattern Recognit. Artif. Intell., 2010)

Classification of the Colonic Polyps in CT-Colonography Using Region Covariance as Descriptor Features of Suspicious Regions. - Niyazi Kilic; Olcay Kursun; Osman N. Uçan (J. Medical Syst., 2010)

Telediagnosis of Parkinson's Disease Using Measurements of Dysphonia. - Cemal Okan Sakar; Olcay Kursun (J. Medical Syst., 2010)

Feature Selection For The Prediction Of Tropospheric Ozone Concentration Using A Wrapper Method. - Cemal Okan Sakar; Goksel Demir; Olcay Kursun; Hüseyin Özdemir; Gökmen Altay; Senay Yalçin (Intell. Autom. Soft Comput., 2011)

Canonical correlation analysis using within-class coupling. - Olcay Kursun; Ethem Alpaydin; Oleg V. Favorov (Pattern Recognit. Lett., 2011)

Combining Spatial Proximity and Temporal Continuity for Learning Invariant Representations. - Olcay Kursun; Tevfik Aytekin (ASONAM, 2012)

Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction. - Zeliha Gormez; Olcay Kursun; Ahmet Sertbas; Nizamettin Aydin; Huseyin Seker (BHI, 2012)

A comparative analysis of smith-waterman based partial alignment. - Taner Aruk; Duran Üstek; Olcay Kursun (ISCC, 2012)

Posterior Probability Convergence of k-NN Classification and K-Means Clustering. - Heysem Kaya; Olcay Kursun; Fikret Gürgen (ISCIS, 2012)

Feature extraction for facial expression recognition by canonical correlation analysis. - Cemal Okan Sakar; Olcay Kursun; Ali Karaali; Çigdem Eroglu Erdem (SIU, 2012)

A validation method for comparing classifiers on imbalanced datasets. - Betul Erdogdu Sakar; Cemal Okan Sakar; Fikret Gürgen; Ahmet Sertbas; Olcay Kursun (SIU, 2012)

Application of canonical correlation analysis for identifying viral integration preferences. - Ergun Gumus; Olcay Kursun; Ahmet Sertbas; Duran Üstek (Bioinform., 2012)

A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection. - Cemal Okan Sakar; Olcay Kursun (Expert Syst. Appl., 2012)

A feature selection method based on kernel canonical correlation analysis and the minimum Redundancy-Maximum Relevance filter method. - Cemal Okan Sakar; Olcay Kursun; Fikret Gürgen (Expert Syst. Appl., 2012)

Selection of vocal features for Parkinson's Disease diagnosis. - Olcay Kursun; Ergun Gumus; Ahmet Sertbas; Oleg V. Favorov (Int. J. Data Min. Bioinform., 2012)

Comparison of aggregators for multi-objective SNP selection. - Zeliha Gormez; Ergun Gumus; Ahmet Sertbas; Olcay Kursun (EMBC, 2013)

Impact of characteristics in viral integration hotspots on classification performance. - Ergun Gumus; Olcay Kursun; Ahmet Sertbas (SIU, 2013)

Multi objective SNP selection using pareto optimality. - Ergun Gumus; Zeliha Gormez; Olcay Kursun (Comput. Biol. Chem., 2013)

Miss One out: a Cross-Validation Method Utilizing induced Teacher noise. - Ahmet Alptekin; Olcay Kursun (Int. J. Pattern Recognit. Artif. Intell., 2013)

Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings. - Betul Erdogdu Sakar; M. Erdem Isenkul; Cemal Okan Sakar; Ahmet Sertbas; Fikret Gürgen; Sakir Delil; Hulya Apaydin; Olcay Kursun (IEEE J. Biomed. Health Informatics, 2013)

Online Naive Bayes classification for network intrusion detection. - Fatma Gumus; Cemal Okan Sakar; Zeki Erdem; Olcay Kursun (ASONAM, 2014)

Prediction of level and abrupt changes of ozon concentration. - Ahmet Develi; Olcay Kursun; Betul Erdogdu Sakar (SIU, 2014)

Methods for measuring the capacity of cortical Layer-4 representation. - M. Erdem Isenkul; Olcay Kursun; Oleg V. Favorov (SIU, 2014)

Ensemble canonical correlation analysis. - Cemal Okan Sakar; Olcay Kursun; Fikret Gürgen (Appl. Intell., 2014)

Combining multiple views: Case studies on protein and arrhythmia features. - Cemal Okan Sakar; Olcay Kursun; Huseyin Seker; Fikret Gürgen; Nizamettin Aydin; Oleg V. Favorov (Eng. Appl. Artif. Intell., 2014)

Combining multiple clusterings for protein structure prediction. - Cemal Okan Sakar; Olcay Kursun; Huseyin Seker; Fikret Gürgen (Int. J. Data Min. Bioinform., 2014)

Parkinson Speech Dataset with Multiple Types of Sound Recordings. - Olcay Kursun; Betul Erdogdu Sakar; M. Erdem Isenkul; Cemal Okan Sakar; Ahmet Sertbas; Fikret S. Gürgen (UCI Machine Learning Repository, 2014)

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 (BIBE, 2015)

Improving spectral clustering using path-based connectivity. - Kadir Guzel; Olcay Kursun (SIU, 2015)

Multiview classification tests using cortical Layer-4 image representation. - M. Erdem Isenkul; Olcay Kursun; Oleg V. Favorov (SIU, 2015)

Analysis of shared miRNAs of different species using ensemble CCA and genetic distance. - Nazife Cevik; Cemal Okan Sakar; Olcay Kursun (Comput. Biol. Medicine, 2015)

Path-based connectivity for clustering genome sequences. - Öznur Sengel; Olcay Kursun (EMBC, 2016)

Improved Spiral Test Using Digitized Graphics Tablet for Monitoring Parkinson’s Disease. - Olcay Kursun (UCI Machine Learning Repository, 2016)

Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis. - Cemal Okan Sakar; Olcay Kursun (IEEE Trans. Neural Networks Learn. Syst., 2017)

Data-Triggered Approach for Real-Time Machine Learning in IoT Systems. - Tou Cheng; Falla Coulibaly; Ahmad Patooghy; Olcay Kursun (MWSCAS, 2020)

An Embedded System for Collection and Real-Time Classification of a Tactile Dataset. - Olcay Kursun; Ahmad Patooghy (IEEE Access, 2020)

Reliability Assessment of Tiny Machine Learning Algorithms in the Presence of Control Flow Errors. - Brian Eubanks; Ahmad Patooghy; Olcay Kursun (MWSCAS, 2021)

Eco-CMB: A Hardware-Accelerated Band-Power Feature Extractor for Tactile Embedded Systems. - Joshua Osborne; Ahmad Patooghy; Beiimbet Sarsekeyev; Olcay Kursun (MWSCAS, 2021)

Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations. - Olcay Kursun; Semih Dinç; Oleg V. Favorov (ISM, 2022)

VibTac-12: Texture Dataset Collected by Tactile Sensors. - Olcay Kursun; Ahmad Patooghy (IEEE DataPort, 2022)

Tactile Sensing with Contextually Guided CNNs: A Semisupervised Approach for Texture Classification. - Olcay Kursun; Beiimbet Sarsekeyev; Mahdi Hasanzadeh; Ahmad Patooghy; Oleg V. Favorov (IRC, 2023)

CG-CNN: Self-Supervised Feature Extraction Through Contextual Guidance and Transfer Learning. - Olcay Kursun; Ahmad Patooghy; Peyman Poursani; Oleg V. Favorov (IEEE Access, 2024)

CloudPatch-7 Hyperspectral Dataset. - Hua Yan; Rachel Zheng; Brandon Boehm; Sameer Shaga; Derienne Black; Luis Cueva-Parra; Randy Russell; Olcay Kursun (IEEE DataPort, 2024)

Collection of a Hyperspectral Atmospheric Cloud Dataset and Enhancing Pixel Classification through Patch-Origin Embedding. - Hua Yan; Rachel Zheng; Shivaji Mallela; Randy Russell; Olcay Kursun (Remote. Sens., 2024)