Olcay Kursun

Orcid: 0000-0001-7153-2061

According to our database1, Olcay Kursun authored at least 54 papers between 2002 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
VibTac-12: Texture Dataset Collected by Tactile Sensors.
Dataset, May, 2022

Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations.
Proceedings of the IEEE International Symposium on Multimedia, 2022

2021
Eco-CMB: A Hardware-Accelerated Band-Power Feature Extractor for Tactile Embedded Systems.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Reliability Assessment of Tiny Machine Learning Algorithms in the Presence of Control Flow Errors.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

2020
An Embedded System for Collection and Real-Time Classification of a Tactile Dataset.
IEEE Access, 2020

Data-Triggered Approach for Real-Time Machine Learning in IoT Systems.
Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

2017
Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2017

2016
Improved Spiral Test Using Digitized Graphics Tablet for Monitoring Parkinson’s Disease.
Dataset, March, 2016

Path-based connectivity for clustering genome sequences.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Analysis of shared miRNAs of different species using ensemble CCA and genetic distance.
Comput. Biol. Medicine, 2015

Multiview classification tests using cortical Layer-4 image representation.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Improving spectral clustering using path-based connectivity.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Parkinson Speech Dataset with Multiple Types of Sound Recordings.
Dataset, June, 2014

Combining multiple clusterings for protein structure prediction.
Int. J. Data Min. Bioinform., 2014

Combining multiple views: Case studies on protein and arrhythmia features.
Eng. Appl. Artif. Intell., 2014

Ensemble canonical correlation analysis.
Appl. Intell., 2014

Methods for measuring the capacity of cortical Layer-4 representation.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Prediction of level and abrupt changes of ozon concentration.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Online Naive Bayes classification for network intrusion detection.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings.
IEEE J. Biomed. Health Informatics, 2013

Miss One out: a Cross-Validation Method Utilizing induced Teacher noise.
Int. J. Pattern Recognit. Artif. Intell., 2013

Multi objective SNP selection using pareto optimality.
Comput. Biol. Chem., 2013

Impact of characteristics in viral integration hotspots on classification performance.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Comparison of aggregators for multi-objective SNP selection.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Selection of vocal features for Parkinson's Disease diagnosis.
Int. J. Data Min. Bioinform., 2012

A feature selection method based on kernel canonical correlation analysis and the minimum Redundancy-Maximum Relevance filter method.
Expert Syst. Appl., 2012

A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection.
Expert Syst. Appl., 2012

Application of canonical correlation analysis for identifying viral integration preferences.
Bioinform., 2012

A validation method for comparing classifiers on imbalanced datasets.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Feature extraction for facial expression recognition by canonical correlation analysis.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Posterior Probability Convergence of k-NN Classification and K-Means Clustering.
Proceedings of the Computer and Information Sciences III, 2012

A comparative analysis of smith-waterman based partial alignment.
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Combining Spatial Proximity and Temporal Continuity for Learning Invariant Representations.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Canonical correlation analysis using within-class coupling.
Pattern Recognit. Lett., 2011

Feature Selection For The Prediction Of Tropospheric Ozone Concentration Using A Wrapper Method.
Intell. Autom. Soft Comput., 2011

2010
Telediagnosis of Parkinson's Disease Using Measurements of Dysphonia.
J. Medical Syst., 2010

Classification of the Colonic Polyps in CT-Colonography Using Region Covariance as Descriptor Features of Suspicious Regions.
J. Medical Syst., 2010

Feature Selection and Extraction Using an Unsupervised Biologically-Suggested Approximation to Gebelein's Maximal Correlation.
Int. J. Pattern Recognit. Artif. Intell., 2010

Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation.
Proceedings of the International Joint Conference on Neural Networks, 2010

Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Hybrid Method for Feature Selection Based on Mutual Information and Canonical Correlation Analysis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

Stacking Class Probabilities Obtained from View-Based Cluster Ensembles.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009
Hyper-spectral image segmentation using spectral clustering with covariance descriptors.
Proceedings of the Image Processing: Algorithms and Systems VII, 2009

2008
Name Matching in Law Enforcement Database.
Proceedings of the Intelligence and Security Informatics, Techniques and Applications, 2008

A Generalization of Shannon's Mutual Information for Improved Feature Selection in Databases Involving Possibly Rare but Well-Predictable Classes.
Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2008

2006
Answer: <i>approximate Name Search with Errors</i> in Large Databases by a Novel Approach Based on Prefix-dictionary.
Int. J. Artif. Intell. Tools, 2006

Matching Images of Never-Before-Seen Individuals in Large Law Enforcement Databases.
Proceedings of the Intelligence and Security Informatics, 2006

A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases.
Proceedings of the Intelligence and Security Informatics, 2006

2004
SINBAD automation of scientific discovery: From factor analysis to theory synthesis.
Nat. Comput., 2004

SINBAD: Towards an Implementation-Independent Hidden-Variable Discoverer.
Proceedings of the 2nd International Conference Computing, 2004

2002
Single-Frame Super-Resolution by a Cortex Based Mechanism Using High Level Visual Features in Natural Images.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002


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