Süreyya Özögür-Akyüz

According to our database, Süreyya Özögür-Akyüz authored at least 24 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A novel auto-pruned ensemble clustering via SOCP.

Duygu Üçüncü, Süreyya Özögür-Akyüz, Erdal Gül

Central Eur. J. Oper. Res., September, 2024

The use of machine learning techniques for assessing the potential of organizational resilience.

Tomasz Ewertowski, Buse Çisil Güldogus, Semih Kuter, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Joanna Sadlowska-Wrzesinska, Elzbieta Racek

Central Eur. J. Oper. Res., September, 2024

Predicting stock market by sentiment analysis and deep learning.

Süreyya Özögür-Akyüz, Pinar Karadayi Atas, Aymane Benkhaldoun

Oper. Res. Decis., 2024

2023

Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming.

Buse Çisil Güldogus, Abdullah Nazhat Abdullah, Muhammad Ammar Ali, Süreyya Özögür-Akyüz

CoRR, 2023

2022

Neurological effects of long-term diet on obese and overweight individuals: An electroencephalogram and event-related potential study.

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

Comput. Intell., 2022

Sales Forecasting of a Hypermarket: Case Study in Baghdad Using Machine Learning.

Musaab Osamah Anwer, Süreyya Özögür-Akyüz

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021

A novel approach for panel data: An ensemble of weighted functional margin SVM models.

Birsen Eygi Erdogan, Süreyya Özögür-Akyüz, Pinar Karadayi Atas

Inf. Sci., 2021

Ensemble Based Feature Selection With Hybrid Model.

Ceylan Demir, Süreyya Özögür-Akyüz, Izzet Göksel

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach.

Muhammad Ammar Ali, Duygu Üçüncü, Pinar Karadayi Atas, Süreyya Özögür-Akyüz

IEEE Trans. Fuzzy Syst., 2020

Ensemble cluster pruning via convex-concave programming.

Süreyya Özögür-Akyüz, Buse Çisil Otar, Pinar Karadayi Atas

Comput. Intell., 2020

2017

Ensemble clustering selection by optimization of accuracy-diversity trade off.

Buse Çisil Otar, Süreyya Özögür-Akyüz

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

Adapted Infinite Kernel Learning by Multi-Local Algorithm.

Süreyya Özögür-Akyüz, Gürkan Üstünkar, Gerhard-Wilhelm Weber

Int. J. Pattern Recognit. Artif. Intell., 2016

2015

Editorial of the special issue data analysis and intelligent optimization with applications.

Vadim V. Strijov, Gerhard-Wilhelm Weber, Richard Weber, Süreyya Özögür-Akyüz

Mach. Learn., 2015

Pruning of Error Correcting Output Codes by optimization of accuracy-diversity trade off.

Süreyya Özögür-Akyüz, Terry Windeatt, Raymond S. Smith

Mach. Learn., 2015

2012

Selection of representative SNP sets for genome-wide association studies: a metaheuristic approach.

Gürkan Üstünkar, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Christoph M. Friedrich, Yesim Aydin Son

Optim. Lett., 2012

2011

Guest editorial: model selection and optimization in machine learning.

Süreyya Özögür-Akyüz, Devrim Ünay, Alexander J. Smola

Mach. Learn., 2011

2010

Prediction with the SVM Using Test Point Margins.

Süreyya Özögür-Akyüz, Zakria Hussain, John Shawe-Taylor

Proceedings of the Data Mining - Special Issue in Annals of Information Systems, 2010

Infinite kernel learning via infinite and semi-infinite programming.

Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber

Optim. Methods Softw., 2010

On numerical optimization theory of infinite kernel learning.

Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber

J. Glob. Optim., 2010

Analysis of SNP-Complex Disease Association by a Novel Feature Selection Method.

Gürkan Üstünkar, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Yesim Aydin Son

Proceedings of the Operations Research Proceedings 2010, 2010

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

PhD thesis, 2009

Pattern analysis for the prediction of fungal pro-peptide cleavage sites.

Süreyya Özögür-Akyüz, John Shawe-Taylor, Gerhard-Wilhelm Weber, Z. B. Ögel

Discret. Appl. Math., 2009

Medical Image Retrieval and Automatic Annotation: VPA-SABANCI at ImageCLEF 2009.

Devrim Ünay, Octavian Soldea, Süreyya Özögür-Akyüz, Müjdat Çetin, Aytül Erçil

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Automated X-Ray Image Annotation - Single versus Ensemble of Support Vector Machines.

Devrim Ünay, Octavian Soldea, Süreyya Özögür-Akyüz, Müjdat Çetin, Aytül Erçil

Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009