Olcay Kursun - RankMe

55 papers A 1B 5C 5Journal 23Unranked 20

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	CG-CNN: Self-Supervised Feature Extraction Through Contextual Guidance and Transfer Learning. IEEE Access Olcay Kursun, Ahmad Patooghy, Peyman Poursani, Oleg V. Favorov
2024	J	`jnl`	Collection of a Hyperspectral Atmospheric Cloud Dataset and Enhancing Pixel Classification through Patch-Origin Embedding. Remote. Sens. Hua Yan, Rachel Zheng, Shivaji Mallela, Randy Russell, Olcay Kursun
2023	—	`conf`	Tactile Sensing with Contextually Guided CNNs: A Semisupervised Approach for Texture Classification. IRC Olcay Kursun, Beiimbet Sarsekeyev, Mahdi Hasanzadeh, Ahmad Patooghy, Oleg V. Favorov
2022	C	`conf`	Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations. ISM Olcay Kursun, Semih Dinç, Oleg V. Favorov
2021	J	`jnl`	Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations. CoRR Olcay Kursun, Semih Dinç, Oleg V. Favorov
2021	—	`conf`	Eco-CMB: A Hardware-Accelerated Band-Power Feature Extractor for Tactile Embedded Systems. MWSCAS Joshua Osborne, Ahmad Patooghy, Beiimbet Sarsekeyev, Olcay Kursun
2021	—	`conf`	Reliability Assessment of Tiny Machine Learning Algorithms in the Presence of Control Flow Errors. MWSCAS Brian Eubanks, Ahmad Patooghy, Olcay Kursun
2020	J	`jnl`	An Embedded System for Collection and Real-Time Classification of a Tactile Dataset. IEEE Access Olcay Kursun, Ahmad Patooghy
2020	—	`conf`	Data-Triggered Approach for Real-Time Machine Learning in IoT Systems. MWSCAS Tou Cheng, Falla Coulibaly, Ahmad Patooghy, Olcay Kursun
2017	J	`jnl`	Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis. IEEE Trans. Neural Networks Learn. Syst. Cemal Okan Sakar, Olcay Kursun
2016	—	`conf`	Path-based connectivity for clustering genome sequences. EMBC Öznur Sengel, Olcay Kursun
2015	J	`jnl`	Analysis of shared miRNAs of different species using ensemble CCA and genetic distance. Comput. Biol. Medicine Nazife Cevik, Cemal Okan Sakar, Olcay Kursun
2015	C	`conf`	Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale. BIBE Betul Erdogdu Sakar, Cemal Okan Sakar, Gorkem Serbes, Olcay Kursun
2015	—	`conf`	Improving spectral clustering using path-based connectivity. SIU Kadir Guzel, Olcay Kursun
2015	—	`conf`	Multiview classification tests using cortical Layer-4 image representation. SIU M. Erdem Isenkul, Olcay Kursun, Oleg V. Favorov
2014	J	`jnl`	Combining multiple clusterings for protein structure prediction. Int. J. Data Min. Bioinform. Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen
2014	J	`jnl`	Combining multiple views: Case studies on protein and arrhythmia features. Eng. Appl. Artif. Intell. Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen, Nizamettin Aydin, Oleg V. Favorov
2014	J	`jnl`	Ensemble canonical correlation analysis. Appl. Intell. Cemal Okan Sakar, Olcay Kursun, Fikret Gürgen
2014	—	`conf`	Methods for measuring the capacity of cortical Layer-4 representation. SIU M. Erdem Isenkul, Olcay Kursun, Oleg V. Favorov
2014	B	`conf`	Online Naive Bayes classification for network intrusion detection. ASONAM Fatma Gumus, Cemal Okan Sakar, Zeki Erdem, Olcay Kursun
2014	—	`conf`	Prediction of level and abrupt changes of ozon concentration. SIU Ahmet Develi, Olcay Kursun, Betul Erdogdu Sakar
2013	J	`jnl`	Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings. IEEE J. Biomed. Health Informatics Betul Erdogdu Sakar, M. Erdem Isenkul, Cemal Okan Sakar, Ahmet Sertbas, Fikret Gürgen, Sakir Delil, Hulya Apaydin, Olcay Kursun
2013	—	`conf`	Comparison of aggregators for multi-objective SNP selection. EMBC Zeliha Gormez, Ergun Gumus, Ahmet Sertbas, Olcay Kursun
2013	—	`conf`	Impact of characteristics in viral integration hotspots on classification performance. SIU Ergun Gumus, Olcay Kursun, Ahmet Sertbas
2013	J	`jnl`	Miss One out: a Cross-Validation Method Utilizing induced Teacher noise. Int. J. Pattern Recognit. Artif. Intell. Ahmet Alptekin, Olcay Kursun
2013	J	`jnl`	Multi objective SNP selection using pareto optimality. Comput. Biol. Chem. Ergun Gumus, Zeliha Gormez, Olcay Kursun
2012	C	`conf`	A comparative analysis of smith-waterman based partial alignment. ISCC Taner Aruk, Duran Üstek, Olcay Kursun
2012	J	`jnl`	A feature selection method based on kernel canonical correlation analysis and the minimum Redundancy-Maximum Relevance filter method. Expert Syst. Appl. Cemal Okan Sakar, Olcay Kursun, Fikret Gürgen
2012	J	`jnl`	A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection. Expert Syst. Appl. Cemal Okan Sakar, Olcay Kursun
2012	—	`conf`	A validation method for comparing classifiers on imbalanced datasets. SIU Betul Erdogdu Sakar, Cemal Okan Sakar, Fikret Gürgen, Ahmet Sertbas, Olcay Kursun
2012	J	`jnl`	Application of canonical correlation analysis for identifying viral integration preferences. Bioinform. Ergun Gumus, Olcay Kursun, Ahmet Sertbas, Duran Üstek
2012	B	`conf`	Combining Spatial Proximity and Temporal Continuity for Learning Invariant Representations. ASONAM Olcay Kursun, Tevfik Aytekin
2012	—	`conf`	Feature extraction for facial expression recognition by canonical correlation analysis. SIU Cemal Okan Sakar, Olcay Kursun, Ali Karaali, Çigdem Eroglu Erdem
2012	—	`conf`	Posterior Probability Convergence of k-NN Classification and K-Means Clustering. ISCIS Heysem Kaya, Olcay Kursun, Fikret Gürgen
2012	J	`jnl`	Selection of vocal features for Parkinson's Disease diagnosis. Int. J. Data Min. Bioinform. Olcay Kursun, Ergun Gumus, Ahmet Sertbas, Oleg V. Favorov
2012	—	`conf`	Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction. BHI Zeliha Gormez, Olcay Kursun, Ahmet Sertbas, Nizamettin Aydin, Huseyin Seker
2011	J	`jnl`	Canonical correlation analysis using within-class coupling. Pattern Recognit. Lett. Olcay Kursun, Ethem Alpaydin, Oleg V. Favorov
2011	J	`jnl`	Feature Selection For The Prediction Of Tropospheric Ozone Concentration Using A Wrapper Method. Intell. Autom. Soft Comput. Cemal Okan Sakar, Goksel Demir, Olcay Kursun, Hüseyin Özdemir, Gökmen Altay, Senay Yalçin
2010	B	`conf`	A Hybrid Method for Feature Selection Based on Mutual Information and Canonical Correlation Analysis. ICPR Cemal Okan Sakar, Olcay Kursun
2010	—	`conf`	Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction. ICAISC (1) Olcay Kursun, Ethem Alpaydin
2010	J	`jnl`	Classification of the Colonic Polyps in CT-Colonography Using Region Covariance as Descriptor Features of Suspicious Regions. J. Medical Syst. Niyazi Kilic, Olcay Kursun, Osman N. Uçan
2010	J	`jnl`	Feature Selection and Extraction Using an Unsupervised Biologically-Suggested Approximation to Gebelein's Maximal Correlation. Int. J. Pattern Recognit. Artif. Intell. Olcay Kursun, Oleg V. Favorov
2010	B	`conf`	Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection. ICPR Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen
2010	B	`conf`	Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation. IJCNN Olcay Kursun
2010	—	`conf`	Stacking Class Probabilities Obtained from View-Based Cluster Ensembles. ICAISC (1) Heysem Kaya, Olcay Kursun, Huseyin Seker
2010	J	`jnl`	Telediagnosis of Parkinson's Disease Using Measurements of Dysphonia. J. Medical Syst. Cemal Okan Sakar, Olcay Kursun
2009	—	`conf`	Hyper-spectral image segmentation using spectral clustering with covariance descriptors. Image Processing: Algorithms and Systems Olcay Kursun, Fethullah Karabiber, Cemalettin Koc, Abdullah Bal
2008	—	`conf`	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 Olcay Kursun
2008	—	`ch.`	Name Matching in Law Enforcement Database. Intelligence and Security Informatics Olcay Kursun, Michael Georgiopoulos, Kenneth M. Reynolds
2006	C	`conf`	A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases. ISI Olcay Kursun, Anna Koufakou, Bing Chen, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin
2006	J	`jnl`	Answer: Int. J. Artif. Intell. Tools Olcay Kursun, Anna Koufakou, Abhijit Wakchaure, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin
2006	C	`conf`	Matching Images of Never-Before-Seen Individuals in Large Law Enforcement Databases. ISI Olcay Kursun, Kenneth M. Reynolds, Oleg V. Favorov
2004	J	`jnl`	SINBAD automation of scientific discovery: From factor analysis to theory synthesis. Nat. Comput. Olcay Kursun, Oleg V. Favorov
2004	—	`conf`	SINBAD: Towards an Implementation-Independent Hidden-Variable Discoverer. CCCT (1) Olcay Kursun, Oleg V. Favorov
2002	A	`conf`	Single-Frame Super-Resolution by a Cortex Based Mechanism Using High Level Visual Features in Natural Images. WACV Olcay Kursun, Oleg V. Favorov