Olcay Kursun

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 13

Top Topics

Canonical Correlation Analysis

Naive Bayes Classification

Combining Multiple Clusterings

Feature Extraction

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Olcay Kursun, Beiimbet Sarsekeyev, Mahdi Hasanzadeh, Ahmad Patooghy, Oleg V. Favorov
Tactile Sensing with Contextually Guided CNNs: A Semisupervised Approach for Texture Classification. IRC (2023)
Olcay Kursun, Semih Dinç, Oleg V. Favorov
Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations. ISM (2022)
Olcay Kursun, Semih Dinç, Oleg V. Favorov
Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations. CoRR (2021)
Brian Eubanks, Ahmad Patooghy, Olcay Kursun
Reliability Assessment of Tiny Machine Learning Algorithms in the Presence of Control Flow Errors. MWSCAS (2021)
Joshua Osborne, Ahmad Patooghy, Beiimbet Sarsekeyev, Olcay Kursun
Eco-CMB: A Hardware-Accelerated Band-Power Feature Extractor for Tactile Embedded Systems. MWSCAS (2021)
Tou Cheng, Falla Coulibaly, Ahmad Patooghy, Olcay Kursun
Data-Triggered Approach for Real-Time Machine Learning in IoT Systems. MWSCAS (2020)
Olcay Kursun, Ahmad Patooghy
An Embedded System for Collection and Real-Time Classification of a Tactile Dataset. IEEE Access 8 (2020)
Cemal Okan Sakar, Olcay Kursun
Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis. IEEE Trans. Neural Networks Learn. Syst. 28 (1) (2017)
Öznur Sengel, Olcay Kursun
Path-based connectivity for clustering genome sequences. EMBC (2016)
M. Erdem Isenkul, Olcay Kursun, Oleg V. Favorov
Multiview classification tests using cortical Layer-4 image representation. SIU (2015)
Nazife Cevik, Cemal Okan Sakar, Olcay Kursun
Analysis of shared miRNAs of different species using ensemble CCA and genetic distance. Comput. Biol. Medicine 64 (2015)
Kadir Guzel, Olcay Kursun
Improving spectral clustering using path-based connectivity. SIU (2015)
Betul Erdogdu Sakar, Cemal Okan Sakar, Gorkem Serbes, Olcay Kursun
Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale. BIBE (2015)
Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen, Nizamettin Aydin, Oleg V. Favorov
Combining multiple views: Case studies on protein and arrhythmia features. Eng. Appl. Artif. Intell. 28 (2014)
M. Erdem Isenkul, Olcay Kursun, Oleg V. Favorov
Methods for measuring the capacity of cortical Layer-4 representation. SIU (2014)
Fatma Gumus, Cemal Okan Sakar, Zeki Erdem, Olcay Kursun
Online Naive Bayes classification for network intrusion detection. ASONAM (2014)
Cemal Okan Sakar, Olcay Kursun, Fikret Gürgen
Ensemble canonical correlation analysis. Appl. Intell. 40 (2) (2014)
Ahmet Develi, Olcay Kursun, Betul Erdogdu Sakar
Prediction of level and abrupt changes of ozon concentration. SIU (2014)
Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen
Combining multiple clusterings for protein structure prediction. Int. J. Data Min. Bioinform. 10 (2) (2014)
Ergun Gumus, Olcay Kursun, Ahmet Sertbas
Impact of characteristics in viral integration hotspots on classification performance. SIU (2013)
Ahmet Alptekin, Olcay Kursun
Miss One out: a Cross-Validation Method Utilizing induced Teacher noise. Int. J. Pattern Recognit. Artif. Intell. 27 (7) (2013)
Betul Erdogdu Sakar, M. Erdem Isenkul, Cemal Okan Sakar, Ahmet Sertbas, Fikret Gürgen, Sakir Delil, Hulya Apaydin, Olcay Kursun
Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings. IEEE J. Biomed. Health Informatics 17 (4) (2013)
Ergun Gumus, Zeliha Gormez, Olcay Kursun
Multi objective SNP selection using pareto optimality. Comput. Biol. Chem. 43 (2013)
Zeliha Gormez, Ergun Gumus, Ahmet Sertbas, Olcay Kursun
Comparison of aggregators for multi-objective SNP selection. EMBC (2013)
Zeliha Gormez, Olcay Kursun, Ahmet Sertbas, Nizamettin Aydin, Huseyin Seker
Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction. BHI (2012)
Betul Erdogdu Sakar, Cemal Okan Sakar, Fikret Gürgen, Ahmet Sertbas, Olcay Kursun
A validation method for comparing classifiers on imbalanced datasets. SIU (2012)
Olcay Kursun, Tevfik Aytekin
Combining Spatial Proximity and Temporal Continuity for Learning Invariant Representations. ASONAM (2012)
Ergun Gumus, Olcay Kursun, Ahmet Sertbas, Duran Üstek
Application of canonical correlation analysis for identifying viral integration preferences. Bioinform. 28 (5) (2012)
Taner Aruk, Duran Üstek, Olcay Kursun
A comparative analysis of smith-waterman based partial alignment. ISCC (2012)
Cemal Okan Sakar, Olcay Kursun, Ali Karaali, Çigdem Eroglu Erdem
Feature extraction for facial expression recognition by canonical correlation analysis. SIU (2012)
Olcay Kursun, Ergun Gumus, Ahmet Sertbas, Oleg V. Favorov
Selection of vocal features for Parkinson's Disease diagnosis. Int. J. Data Min. Bioinform. 6 (2) (2012)
Cemal Okan Sakar, Olcay Kursun
A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection. Expert Syst. Appl. 39 (3) (2012)
Heysem Kaya, Olcay Kursun, Fikret Gürgen
Posterior Probability Convergence of k-NN Classification and K-Means Clustering. ISCIS (2012)
Cemal Okan Sakar, Olcay Kursun, Fikret Gürgen
A feature selection method based on kernel canonical correlation analysis and the minimum Redundancy-Maximum Relevance filter method. Expert Syst. Appl. 39 (3) (2012)
Olcay Kursun, Ethem Alpaydin, Oleg V. Favorov
Canonical correlation analysis using within-class coupling. Pattern Recognit. Lett. 32 (2) (2011)
Cemal Okan Sakar, Goksel Demir, Olcay Kursun, Hüseyin Özdemir, Gökmen Altay, Senay Yalçin
Feature Selection For The Prediction Of Tropospheric Ozone Concentration Using A Wrapper Method. Intell. Autom. Soft Comput. 17 (4) (2011)
Heysem Kaya, Olcay Kursun, Huseyin Seker
Stacking Class Probabilities Obtained from View-Based Cluster Ensembles. ICAISC (1) (2010)
Olcay Kursun, Oleg V. Favorov
Feature Selection and Extraction Using an Unsupervised Biologically-Suggested Approximation to Gebelein's Maximal Correlation. Int. J. Pattern Recognit. Artif. Intell. 24 (3) (2010)
Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen
Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection. ICPR (2010)
Cemal Okan Sakar, Olcay Kursun
A Hybrid Method for Feature Selection Based on Mutual Information and Canonical Correlation Analysis. ICPR (2010)
Cemal Okan Sakar, Olcay Kursun
Telediagnosis of Parkinson's Disease Using Measurements of Dysphonia. J. Medical Syst. 34 (4) (2010)
Olcay Kursun, Ethem Alpaydin
Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction. ICAISC (1) (2010)
Niyazi Kilic, Olcay Kursun, Osman N. Uçan
Classification of the Colonic Polyps in CT-Colonography Using Region Covariance as Descriptor Features of Suspicious Regions. J. Medical Syst. 34 (2) (2010)
Olcay Kursun
Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation. IJCNN (2010)
Olcay Kursun, Fethullah Karabiber, Cemalettin Koc, Abdullah Bal
Hyper-spectral image segmentation using spectral clustering with covariance descriptors. Image Processing: Algorithms and Systems (2009)
Olcay Kursun
A Generalization of Shannon's Mutual Information for Improved Feature Selection in Databases Involving Possibly Rare but Well-Predictable Classes. Artificial Intelligence and Pattern Recognition (2008)
Olcay Kursun, Anna Koufakou, Abhijit Wakchaure, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin
in Large Databases by a Novel Approach Based on Prefix-dictionary. Int. J. Artif. Intell. Tools 15 (5) (2006)
Olcay Kursun, Anna Koufakou, Bing Chen, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin
A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases. ISI (2006)
Olcay Kursun, Kenneth M. Reynolds, Oleg V. Favorov
Matching Images of Never-Before-Seen Individuals in Large Law Enforcement Databases. ISI (2006)
Olcay Kursun, Oleg V. Favorov
SINBAD automation of scientific discovery: From factor analysis to theory synthesis. Nat. Comput. 3 (2) (2004)
Olcay Kursun, Oleg V. Favorov
SINBAD: Towards an Implementation-Independent Hidden-Variable Discoverer. CCCT (1) (2004)
Olcay Kursun, Oleg V. Favorov
Single-Frame Super-Resolution by a Cortex Based Mechanism Using High Level Visual Features in Natural Images. WACV (2002)