Süreyya Özögür-Akyüz

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 12

Top Topics

Ensemble Pruning

Convolutional Neural Networks

Kernel Learning

Top Venues

Comput. Intell.

Int. J. Pattern Recognit. Artif. Intell.

Publications

Süreyya Özögür-Akyüz, Pinar Karadayi Atas, Aymane Benkhaldoun
Predicting stock market by sentiment analysis and deep learning. Oper. Res. Decis. 34 (2) (2024)
Tomasz Ewertowski, Buse Çisil Güldogus, Semih Kuter, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Joanna Sadlowska-Wrzesinska, Elzbieta Racek
The use of machine learning techniques for assessing the potential of organizational resilience. Central Eur. J. Oper. Res. 32 (3) (2024)
Buse Çisil Güldogus, Abdullah Nazhat Abdullah, Muhammad Ammar Ali, Süreyya Özögür-Akyüz
Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming. CoRR (2023)
Muhammad Ammar Ali, Süreyya Özögür-Akyüz, Adil Deniz Duru, Melisa Caliskan, Ceylan Demir, Tugba Bostanci, Farouk Elsallak, Mohammad Shkokani, Zümray Dokur, Tamer Ölmez, Can Ergün, Nerses Bebek, Gizem Yilmaz
Neurological effects of long-term diet on obese and overweight individuals: An electroencephalogram and event-related potential study. Comput. Intell. 38 (3) (2022)
Birsen Eygi Erdogan, Süreyya Özögür-Akyüz, Pinar Karadayi Atas
A novel approach for panel data: An ensemble of weighted functional margin SVM models. Inf. Sci. 557 (2021)
Ceylan Demir, Süreyya Özögür-Akyüz, Izzet Göksel
Ensemble Based Feature Selection With Hybrid Model. SIU (2021)
Muhammad Ammar Ali, Duygu Üçüncü, Pinar Karadayi Atas, Süreyya Özögür-Akyüz
Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach. IEEE Trans. Fuzzy Syst. 28 (1) (2020)
Süreyya Özögür-Akyüz, Buse Cisil Otar, Pinar Karadayi Atas
Ensemble cluster pruning via convex-concave programming. Comput. Intell. 36 (1) (2020)
Buse Cisil Otar, Süreyya Özögür-Akyüz
Ensemble clustering selection by optimization of accuracy-diversity trade off. SIU (2017)
Süreyya Özögür-Akyüz, Gürkan Üstünkar, Gerhard-Wilhelm Weber
Adapted Infinite Kernel Learning by Multi-Local Algorithm. Int. J. Pattern Recognit. Artif. Intell. 30 (4) (2016)
Süreyya Özögür-Akyüz, Terry Windeatt, Raymond S. Smith
Pruning of Error Correcting Output Codes by optimization of accuracy-diversity trade off. Mach. Learn. 101 (1-3) (2015)
Vadim V. Strijov, Gerhard-Wilhelm Weber, Richard Weber, Süreyya Özögür-Akyüz
Editorial of the special issue data analysis and intelligent optimization with applications. Mach. Learn. 101 (1-3) (2015)
Gürkan Üstünkar, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Christoph M. Friedrich, Yesim Aydin Son
Selection of representative SNP sets for genome-wide association studies: a metaheuristic approach. Optim. Lett. 6 (6) (2012)
Süreyya Özögür-Akyüz, Devrim Ünay, Alexander J. Smola
Guest editorial: model selection and optimization in machine learning. Mach. Learn. 85 (1-2) (2011)
Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber
Infinite kernel learning via infinite and semi-infinite programming. Optim. Methods Softw. 25 (6) (2010)
Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber
On numerical optimization theory of infinite kernel learning. J. Glob. Optim. 48 (2) (2010)
Gürkan Üstünkar, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Yesim Aydin Son
Analysis of SNP-Complex Disease Association by a Novel Feature Selection Method. OR (2010)
Süreyya Özögür-Akyüz, John Shawe-Taylor, Gerhard-Wilhelm Weber, Z. B. Ögel
Pattern analysis for the prediction of fungal pro-peptide cleavage sites. Discret. Appl. Math. 157 (10) (2009)
Devrim Ünay, Octavian Soldea, Süreyya Özögür-Akyüz, Müjdat Çetin, Aytül Erçil
Automated X-Ray Image Annotation - Single versus Ensemble of Support Vector Machines. CLEF (2) (2009)
Devrim Ünay, Octavian Soldea, Süreyya Özögür-Akyüz, Müjdat Çetin, Aytül Erçil
Medical Image Retrieval and Automatic Annotation: VPA-SABANCI at ImageCLEF 2009. CLEF (Working Notes) (2009)