Olcay Kursun

发表

A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases

Bing Chen, Michael Georgiopoulos, Olcay Kursun, 2006, ISI.

Online Naive Bayes classification for network intrusion detection

Zeki Erdem, Olcay Kursun, Fatma Gumus, 2014, 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014).

Multi objective SNP selection using pareto optimality

Olcay Kursun, Ergun Gumus, Zeliha Gormez, 2013, Comput. Biol. Chem..

Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction

Ethem Alpaydin, Olcay Kursun, 2010, ICAISC.

Feature Selection and Extraction Using an Unsupervised Biologically-Suggested Approximation to Gebelein's Maximal Correlation

Olcay Kursun, Oleg V. Favorov, O. Favorov, 2010, Int. J. Pattern Recognit. Artif. Intell..

Feature Extraction Based on Discriminative Alternating Regression

Fikret Gürgen, Olcay Kursun, Cemal Okan Sakar, 2014 .

Classification of the Colonic Polyps in CT-Colonography Using Region Covariance as Descriptor Features of Suspicious Regions

Osman N. Uçan, Olcay Kursun, Niyazi Zekiye Kiliç, 2008, Journal of Medical Systems.

Analysis of shared miRNAs of different species using ensemble CCA and genetic distance

Olcay Kursun, Cemal Okan Sakar, Nazife Cevik, 2015, Comput. Biol. Medicine.

A comparative analysis of smith-waterman based partial alignment

Olcay Kursun, Taner Aruk, Duran Üstek, 2012, 2012 IEEE Symposium on Computers and Communications (ISCC).

Feature Selection For The Prediction Of Tropospheric Ozone Concentration Using A Wrapper Method

Olcay Kursun, Goksel Demir, Cemal Okan Sakar, 2011, Intell. Autom. Soft Comput..

An Embedded System for Collection and Real-Time Classification of a Tactile Dataset

Ahmad Patooghy, Olcay Kursun, Olcay Kursun, 2020, IEEE Access.

A validation method for comparing classifiers on imbalanced datasets

Ahmet Sertbas, Fikret S. Gürgen, Betul Erdogdu Sakar, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

Hyper-spectral image segmentation using spectral clustering with covariance descriptors

Abdullah Bal, Olcay Kursun, Fethullah Karabiber, 2009, Electronic Imaging.

Ensemble canonical correlation analysis

Fikret S. Gürgen, Olcay Kursun, Cemal Okan Sakar, 2013, Applied Intelligence.

Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation

Olcay Kursun, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale

Gorkem Serbes, Betul Erdogdu Sakar, Olcay Kursun, 2015, 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE).

Data-Triggered Approach for Real-Time Machine Learning in IoT Systems

Ahmad Patooghy, Olcay Kursun, Tou Cheng, 2020, 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS).

A feature selection method based on kernel canonical correlation analysis and the minimum Redundancy-Maximum Relevance filter method

Fikret S. Gürgen, Olcay Kursun, Cemal Okan Sakar, 2012, Expert Syst. Appl..

Neocortical layer 4 as a pluripotent function linearizer.

Olcay Kursun, Oleg V Favorov, O. Favorov, 2011, Journal of neurophysiology.

Comparison of aggregators for multi-objective SNP selection

Ahmet Sertbas, Olcay Kursun, Ergun Gumus, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Combining multiple clusterings for protein structure prediction

Huseyin Seker, Fikret S. Gürgen, Olcay Kursun, 2014, Int. J. Data Min. Bioinform..

A Hybrid Method for Feature Selection Based on Mutual Information and Canonical Correlation Analysis

Olcay Kursun, Cemal Okan Sakar, 2010, 2010 20th International Conference on Pattern Recognition.

Canonical correlation analysis using within-class coupling

Ethem Alpaydin, Olcay Kursun, Oleg V. Favorov, 2011, Pattern Recognit. Lett..

Selection of vocal features for Parkinson's Disease diagnosis

Ahmet Sertbas, Olcay Kursun, Oleg V. Favorov, 2012, Int. J. Data Min. Bioinform..

Single-frame super-resolution by a cortex based mechanism using high level visual features in natural images

Olcay Kursun, Oleg V. Favorov, 2002, Sixth IEEE Workshop on Applications of Computer Vision, 2002. (WACV 2002). Proceedings..

Path-based connectivity for clustering genome sequences

Olcay Kursun, Oznur Sengel, 2016, EMBC.

Posterior Probability Convergence of k-NN Classification and K-Means Clustering

Fikret S. Gürgen, Heysem Kaya, Olcay Kursun, 2012, ISCIS.

SVM-Based Analysis of NMR Spectra in Metabolomics: Development of Procedures

Olcay Kursun, Oleg V. Favorov, Jeffrey M. Macdonald, 2019 .

Role of Feed-Forward Inhibition in Neocortical Information Processing: Implications for Neurological Disorders

Mark Tommerdahl, Olcay Kursun, Oleg V. Favorov, 2017 .

Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis

Olcay Kursun, Cemal Okan Sakar, Olcay Kursun, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Suitability of features of deep convolutional neural networks for modeling somatosensory information processing

Olcay Kursun, Oleg V. Favorov, 2019, Defense + Commercial Sensing.

Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection

Huseyin Seker, Fikret S. Gürgen, Olcay Kursun, 2010, 2010 20th International Conference on Pattern Recognition.

Combining Spatial Proximity and Temporal Continuity for Learning Invariant Representations

Olcay Kursun, Tevfik Aytekin, Olcay Kursun, 2012, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.

Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary

Michael Georgiopoulos, Olcay Kursun, Anna Koufakou, 2006, Int. J. Artif. Intell. Tools.

A Generalization of Shannon's Mutual Information for Improved Feature Selection in Databases Involving Possibly Rare but Well-Predictable Classes

Olcay Kursun, 2008, Artificial Intelligence and Pattern Recognition.

Improving spectral clustering using path-based connectivity

Olcay Kursun, Kadir Guzel, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Matching Images of Never-Before-Seen Individuals in Large Law Enforcement Databases

Olcay Kursun, Kenneth M. Reynolds, Oleg V. Favorov, 2006, ISI.

Combining multiple views: Case studies on protein and arrhythmia features

Huseyin Seker, Nizamettin Aydin, Fikret S. Gürgen, 2014, Eng. Appl. Artif. Intell..

Feature extraction for facial expression recognition by canonical correlation analysis

Çigdem Eroglu Erdem, Olcay Kursun, Cemal Okan Sakar, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection

Olcay Kursun, Cemal Okan Sakar, Olcay Kursun, 2012, Expert Syst. Appl..

Stacking Class Probabilities Obtained from View-Based Cluster Ensembles

Huseyin Seker, Heysem Kaya, Olcay Kursun, 2010, ICAISC.

SINBAD automation of scientific discovery: From factor analysis to theory synthesis

Olcay Kursun, Oleg V. Favorov, O. Favorov, 2004, Natural Computing.

Quantification of Mild Traumatic Brain Injury via Cortical Metrics: Analytical Methods.

Mark Tommerdahl, Olcay Kursun, Jameson Holden, 2019, Military medicine.

Multiview classification tests using cortical Layer-4 image representation

Olcay Kursun, Oleg V. Favorov, M. Erdem Isenkul, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction

Ahmet Sertbas, Huseyin Seker, Nizamettin Aydin, 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

Impact of characteristics in viral integration hotspots on classification performance

Ahmet Sertbas, Olcay Kursun, Ergun Gumus, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Application of canonical correlation analysis for identifying viral integration preferences

Ahmet Sertbas, Olcay Kursun, Ergun Gumus, 2012, Bioinform..

Telediagnosis of Parkinson’s Disease Using Measurements of Dysphonia

Olcay Kursun, Cemal Okan Sakar, Olcay Kursun, 2010, Journal of Medical Systems.

Methods for measuring the capacity of cortical Layer-4 representation

Olcay Kursun, Oleg V. Favorov, M. Erdem Isenkul, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Identifying Effective Variables Using Mutual Information and Building Predictive Models of Sulfur Dioxide Concentration with Support Vector Machines

Olcay Kursun, Goksel Demir, C. Okan Sakar, 2010 .

Name Matching in Law Enforcement Database

Michael Georgiopoulos, Olcay Kursun, Kenneth M. Reynolds, 2008, Intelligence and Security Informatics.

Miss One out: a Cross-Validation Method Utilizing induced Teacher noise

Olcay Kursun, Ahmet Alptekin, 2013, Int. J. Pattern Recognit. Artif. Intell..

Prediction of level and abrupt changes of ozon concentration

Betul Erdogdu Sakar, Olcay Kursun, Ahmet Develi, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations pdf

Semih Dinc, Olcay Kursun, Oleg V. Favorov, 2021, ArXiv.

Reliability Assessment of Tiny Machine Learning Algorithms in the Presence of Control Flow Errors

Ahmad Patooghy, Olcay Kursun, Brian Eubanks, 2021, 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS).

Eco-CMB: A Hardware-Accelerated Band-Power Feature Extractor for Tactile Embedded Systems

Ahmad Patooghy, Olcay Kursun, Joshua Osborne, 2021, 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS).