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ORCIDSüreyya Özögür-Akyüz
Person information
- affiliation: Bahcesehir University, Istanbul, Turkey
- affiliation: University of Surrey, Center for Vision, Speech and Signal Processing, UK
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Books and Theses
- 2009
[b1]Süreyya Özögür-Akyüz:
A mathematical contribution of statistical learning and continuous optimization using infinite and semi-infinite programming to computational statistics ; İstatiksel öğrenme ve sürekli optimizasyon yöntemlerinin sonsuz ve yarı sonsuz programlama kullanılarak hesaplamalı istatistiğe uygulanması. Middle East Technical University, Çankaya, Ankara, Turkey, 2009
Journal Articles
- 2025
- [j19]Pinar Karadayi Atas
, Süreyya Özögür-Akyüz:
AutoFusion of feature pruning for decision making in operations research. Central Eur. J. Oper. Res. 33(1): 27-50 (2025) - [j18]Buse Çisil Güldogus, Süreyya Özögür-Akyüz:
FSOCP: feature selection via second-order cone programming. Central Eur. J. Oper. Res. 33(1): 51-64 (2025) - [j17]Pinar Karadayi Atas, Nihat Tak, Süreyya Özögür-Akyüz, Birsen Eygi Erdogan:
An innovative approach to ensemble learning in bankruptcy prediction using support vector machines and meta fuzzy functions. Inf. Sci. 719: 122450 (2025) - [j16]Buse Çisil Güldogus, Abdullah Nazhat Abdullah, Muhammad Ammar Ali, Süreyya Özögür-Akyüz:
Pruning the ensemble of convolutional neural networks using second-order cone programming. Neural Networks 189: 107544 (2025) - 2024
- [j15]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): 685-710 (2024) - [j14]Duygu Üçüncü, Süreyya Özögür-Akyüz, Erdal Gül:
A novel auto-pruned ensemble clustering via SOCP. Central Eur. J. Oper. Res. 32(3): 819-841 (2024) - [j13]Süreyya Özögür-Akyüz, Pinar Karadayi Atas, Aymane Benkhaldoun:
Predicting stock market by sentiment analysis and deep learning. Oper. Res. Decis. 34(2) (2024) - 2022
- [j12]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): 1163-1182 (2022) - 2021
- [j11]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: 373-381 (2021) - 2020
- [j10]Süreyya Özögür-Akyüz, Buse Çisil Otar, Pinar Karadayi Atas:
Ensemble cluster pruning via convex-concave programming. Comput. Intell. 36(1): 297-319 (2020) - [j9]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): 85-91 (2020) - 2016
- [j8]Süreyya Özögür-Akyüz, Gürkan Üstünkar, Gerhard-Wilhelm Weber:
Adapted Infinite Kernel Learning by Multi-Local Algorithm. Int. J. Pattern Recognit. Artif. Intell. 30(4): 1651004:1-1651004:21 (2016) - 2015
- [j7]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): 1-4 (2015) - [j6]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): 253-269 (2015) - 2012
- [j5]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): 1207-1218 (2012) - 2011
- [j4]Süreyya Özögür-Akyüz, Devrim Ünay, Alexander J. Smola:
Guest editorial: model selection and optimization in machine learning. Mach. Learn. 85(1-2): 1-2 (2011) - 2010
- [j3]Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber:
On numerical optimization theory of infinite kernel learning. J. Glob. Optim. 48(2): 215-239 (2010) - [j2]Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber:
Infinite kernel learning via infinite and semi-infinite programming. Optim. Methods Softw. 25(6): 937-970 (2010) - 2009
- [j1]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): 2388-2394 (2009)
Conference and Workshop Papers
- 2022
- [c6]Musaab Osamah Anwer, Süreyya Özögür-Akyüz:
Sales Forecasting of a Hypermarket: Case Study in Baghdad Using Machine Learning. SIU 2022: 1-4 - 2021
- [c5]Ceylan Demir, Süreyya Özögür-Akyüz, Izzet Göksel:
Ensemble Based Feature Selection With Hybrid Model. SIU 2021: 1-4 - 2017
- [c4]Buse Çisil Otar, Süreyya Özögür-Akyüz:
Ensemble clustering selection by optimization of accuracy-diversity trade off. SIU 2017: 1-4 - 2010
- [c3]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: 21-26 - 2009
- [c2]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: 247-254 - [c1]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
Parts in Books or Collections
- 2010
- [p1]Süreyya Özögür-Akyüz, Zakria Hussain, John Shawe-Taylor:
Prediction with the SVM Using Test Point Margins. Data Mining 2010: 147-158
Informal and Other Publications
- 2025
- [i2]Volkan Bakir, Polat Goktas, Süreyya Özögür-Akyüz:
DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning. CoRR abs/2504.19027 (2025) - 2023
- [i1]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 abs/2302.05950 (2023)
Coauthor Index
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