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Süreyya Akyüz

Observed names: AKYÜZ, SÜREYYA, Ozogur-Akyuz, S, S. Özöğür-Akyüz, S. Özöğür-Akyüz, Sureyya Akyuz, Sureyya Ozogur-Akyuz, Süreyya O. Akyuz, Süreyya Ozogur Akyüz, Süreyya Özögür-Akyüz, Süreyya Özöğür Akyüz, Süreyya Özöğür-Akyüz, Süreyya Özöğür-akyüz, Süreyya Özöğür‐Akyüz, Süreyya Özöǧür-Akyüz, Süureyya Özöğür-Akyüz, Özögür-Akyüz, S
ORCID: 0000-0001-9220-8690
Observed ORCID: 0000-0001-9220-8690
OpenAlex ID: A5033298485
Optimization of gene-environment networks in the presence of errors and uncertainty with Chebychev approximation
2008 · G.-W. Weber, P. Taylan, et al. · Top · 32
A novel approach for panel data: An ensemble of weighted functional margin SVM models
2019 · Bi̇rsen Eygi Erdogan, Süreyya Özöğür-Akyüz, et al. · Information Sciences · 31
A Novel Hybrid House Price Prediction Model
2022 · Süreyya Özöğür Akyüz, Birsen Eygi Erdogan, et al. · Computational Economics · 30
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Pruning of Error Correcting Output Codes by optimization of accuracy–diversity trade off
2014 · Süreyya Özöğür-Akyüz, Terry Windeatt, et al. · Machine Learning · 30
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The use of machine learning techniques for assessing the potential of organizational resilience
2023 · Tomasz Ewertowski, Buse Çisil Güldoğuş, et al. · Central European Journal of Operations Research · 29
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Infinite kernel learning via infinite and semi-infinite programming
2010 · S. Özöğür-Akyüz, G.-W. Weber · Optimization methods & software · 25
On numerical optimization theory of infinite kernel learning
2009 · S. Özöğür-Akyüz, G.-W. Weber · Journal of Global Optimization · 25
A review on data mining and continuous optimization applications in computational biology and medicine
2009 · Gerhard‐Wilhelm Weber, Süreyya Özöğür‐Akyüz, et al. · Birth Defects Research Part C Embryo Today Reviews · 24
Selection of representative SNP sets for genome-wide association studies: a metaheuristic approach
2011 · Gürkan Üstünkar, Süreyya Özöğür-Akyüz, et al. · Optimization Letters · 18
Guest editorial: model selection and optimization in machine learning
2011 · Süreyya Özöğür-Akyüz, Devrim Ünay, et al. · Machine Learning · 17
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Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach
2019 · Muhammad Ammar Ali, Duygu Ucuncu, et al. · IEEE Transactions on Fuzzy Systems · 16
Pattern analysis for the prediction of fungal pro-peptide cleavage sites
2008 · S. Özöğür-Akyüz, J. Shawe-Taylor, et al. · Discrete Applied Mathematics · 14
Prediction with the SVM Using Test Point Margins
2009 · Süreyya Özöğür-Akyüz, Zakria Hussain, et al. · Annals of information systems · 13
Medical Image Retrieval and Automatic Annotation: VPA-SABANCI at ImageCLEF 2009
2009 · Devrim Ünay, Octavian Soldea, et al. · Sabanci University · 12
Adapted Infinite Kernel Learning by Multi-Local Algorithm
2016 · Süreyya Özöğür Akyüz, Gürkan Üstünkar, et al. · International Journal of Pattern Recognition and Artificial Intelligence · 11
Ensemble cluster pruning via convex‐concave programming
2020 · Süreyya Özöğür‐Akyüz, Buse Çisil Otar, et al. · Computational Intelligence · 10
Optimized churn prediction using ensemble-based feature selection via second-order cone programming
2025 · Baha Ulug, Süreyya Akyüz · Annals of Operations Research · 9
Mental Health on Twitter in Turkey: Sentiment Analysis with Transformers
2023 · Qamar Alshammari, Süreyya Akyüz · Studies in systems, decision and control · 7
Predicting stock market by sentiment analysis and deep learning
2024 · Süreyya Özöğür Akyüz, Pınar Karadayı Ataş, et al. · Badania Operacyjne i Decyzje/Operations Research and Decisions · 6
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A Weighted Ensemble Learning by SVM for Longitudinal Data: Turkish Bank Bankruptcy
2018 · Birsen Eygi Erdogan, Süreyya Özöğür Akyüz · Contributions to statistics · 6
Editorial of the special issue data analysis and intelligent optimization with applications
2015 · Vadim Strijov, Gerhard-Wilhelm Weber, et al. · Machine Learning · 6
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Ensemble clustering selection by optimization of accuracy-diversity trade off
2017 · Sureyya Akyuz, Buse Cisil Otar · Signal Processing and Communications Applications Conference (SIU) · 5
Modelling of Kernel Machines by Infinite and Semi-infinite Programming
2009 · S. Özöğür-Akyüz, G.-W. Weber, et al. · AIP conference proceedings · 5
New Optimization Methods in Data Mining
2009 · Süureyya Özöğür-Akyüz, Başak Akteke-Öztürk, et al. · Springer eBooks · 5
An innovative approach to ensemble learning in bankruptcy prediction using support vector machines and meta fuzzy functions
2025 · Pınar Karadayı Ataş, Nihat Tak, et al. · Information Sciences · 4
Works count: 58
Citation count: 434
H-index: 13
I10-index: 16
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