Süreyya Özögür-Akyüz

30 papers Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
An innovative approach to ensemble learning in bankruptcy prediction using support vector machines and meta fuzzy functions.
Inf. Sci.
Pinar Karadayi Atas, Nihat Tak, Süreyya Özögür-Akyüz, Birsen Eygi Erdogan
2025 J jnl
AutoFusion of feature pruning for decision making in operations research.
Central Eur. J. Oper. Res.
Pinar Karadayi Atas, Süreyya Özögür-Akyüz
2025 J jnl
DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning.
CoRR
Volkan Bakir, Polat Goktas, Süreyya Özögür-Akyüz
2025 J jnl
FSOCP: feature selection via second-order cone programming.
Central Eur. J. Oper. Res.
Buse Çisil Güldogus, Süreyya Özögür-Akyüz
2025 J jnl
Optimized churn prediction using ensemble-based feature selection via second-order cone programming.
Ann. Oper. Res.
Baha Ulug, Süreyya Özögür-Akyüz
2025 J jnl
Pruning the ensemble of convolutional neural networks using second-order cone programming.
Neural Networks
Buse Çisil Güldogus, Abdullah Nazhat Abdullah, Muhammad Ammar Ali, Süreyya Özögür-Akyüz
2024 J jnl
A novel auto-pruned ensemble clustering via SOCP.
Central Eur. J. Oper. Res.
Duygu Üçüncü, Süreyya Özögür-Akyüz, Erdal Gül
2024 J jnl
Predicting stock market by sentiment analysis and deep learning.
Oper. Res. Decis.
Süreyya Özögür-Akyüz, Pinar Karadayi Atas, Aymane Benkhaldoun
2024 J jnl
The use of machine learning techniques for assessing the potential of organizational resilience.
Central Eur. J. Oper. Res.
Tomasz Ewertowski, Buse Çisil Güldogus, Semih Kuter, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Joanna Sadlowska-Wrzesinska, Elzbieta Racek
2023 J jnl
Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming.
CoRR
Buse Çisil Güldogus, Abdullah Nazhat Abdullah, Muhammad Ammar Ali, Süreyya Özögür-Akyüz
2022 J jnl
Neurological effects of long-term diet on obese and overweight individuals: An electroencephalogram and event-related potential study.
Comput. Intell.
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
2022 — conf
Sales Forecasting of a Hypermarket: Case Study in Baghdad Using Machine Learning.
SIU
Musaab Osamah Anwer, Süreyya Özögür-Akyüz
2021 J jnl
A novel approach for panel data: An ensemble of weighted functional margin SVM models.
Inf. Sci.
Birsen Eygi Erdogan, Süreyya Özögür-Akyüz, Pinar Karadayi Atas
2021 — conf
Ensemble Based Feature Selection With Hybrid Model.
SIU
Ceylan Demir, Süreyya Özögür-Akyüz, Izzet Göksel
2020 J jnl
Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach.
IEEE Trans. Fuzzy Syst.
Muhammad Ammar Ali, Duygu Üçüncü, Pinar Karadayi Atas, Süreyya Özögür-Akyüz
2020 J jnl
Ensemble cluster pruning via convex-concave programming.
Comput. Intell.
Süreyya Özögür-Akyüz, Buse Çisil Otar, Pinar Karadayi Atas
2017 — conf
Ensemble clustering selection by optimization of accuracy-diversity trade off.
SIU
Buse Çisil Otar, Süreyya Özögür-Akyüz
2016 J jnl
Adapted Infinite Kernel Learning by Multi-Local Algorithm.
Int. J. Pattern Recognit. Artif. Intell.
Süreyya Özögür-Akyüz, Gürkan Üstünkar, Gerhard-Wilhelm Weber
2015 J jnl
Editorial of the special issue data analysis and intelligent optimization with applications.
Mach. Learn.
Vadim V. Strijov, Gerhard-Wilhelm Weber, Richard Weber, Süreyya Özögür-Akyüz
2015 J jnl
Pruning of Error Correcting Output Codes by optimization of accuracy-diversity trade off.
Mach. Learn.
Süreyya Özögür-Akyüz, Terry Windeatt, Raymond S. Smith
2012 J jnl
Selection of representative SNP sets for genome-wide association studies: a metaheuristic approach.
Optim. Lett.
Gürkan Üstünkar, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Christoph M. Friedrich, Yesim Aydin Son
2011 J jnl
Guest editorial: model selection and optimization in machine learning.
Mach. Learn.
Süreyya Özögür-Akyüz, Devrim Ünay, Alexander J. Smola
2010 — conf
Analysis of SNP-Complex Disease Association by a Novel Feature Selection Method.
OR
Gürkan Üstünkar, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Yesim Aydin Son
2010 J jnl
Infinite kernel learning via infinite and semi-infinite programming.
Optim. Methods Softw.
Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber
2010 J jnl
On numerical optimization theory of infinite kernel learning.
J. Glob. Optim.
Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber
2010 — ch.
Prediction with the SVM Using Test Point Margins.
Data Mining
Süreyya Özögür-Akyüz, Zakria Hussain, John Shawe-Taylor
2009 — —
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.
Süreyya Özögür-Akyüz
2009 — conf
Automated X-Ray Image Annotation - Single versus Ensemble of Support Vector Machines.
CLEF (2)
Devrim Ünay, Octavian Soldea, Süreyya Özögür-Akyüz, Müjdat Çetin, Aytül Erçil
2009 — conf
Medical Image Retrieval and Automatic Annotation: VPA-SABANCI at ImageCLEF 2009.
CLEF (Working Notes)
Devrim Ünay, Octavian Soldea, Süreyya Özögür-Akyüz, Müjdat Çetin, Aytül Erçil
2009 J jnl
Pattern analysis for the prediction of fungal pro-peptide cleavage sites.
Discret. Appl. Math.
Süreyya Özögür-Akyüz, John Shawe-Taylor, Gerhard-Wilhelm Weber, Z. B. Ögel