Süreyya Özögür-Akyüz

Orcid: 0000-0001-9220-8690

Affiliations:
  • Bahxesehir University, Istanbul, Turkey
  • University of Surrey, Center for Vision, Speech and Signal Processing, UK


According to our database1, Süreyya Özögür-Akyüz authored at least 24 papers between 2009 and 2024.

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Bibliography

2024
A novel auto-pruned ensemble clustering via SOCP.
Central Eur. J. Oper. Res., September, 2024

The use of machine learning techniques for assessing the potential of organizational resilience.
Central Eur. J. Oper. Res., September, 2024

Predicting stock market by sentiment analysis and deep learning.
Oper. Res. Decis., 2024

2023
Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming.
CoRR, 2023

2022
Neurological effects of long-term diet on obese and overweight individuals: An electroencephalogram and event-related potential study.
Comput. Intell., 2022

Sales Forecasting of a Hypermarket: Case Study in Baghdad Using Machine Learning.
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.
Inf. Sci., 2021

Ensemble Based Feature Selection With Hybrid Model.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020
Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach.
IEEE Trans. Fuzzy Syst., 2020

Ensemble cluster pruning via convex-concave programming.
Comput. Intell., 2020

2017
Ensemble clustering selection by optimization of accuracy-diversity trade off.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016
Adapted Infinite Kernel Learning by Multi-Local Algorithm.
Int. J. Pattern Recognit. Artif. Intell., 2016

2015
Editorial of the special issue data analysis and intelligent optimization with applications.
Mach. Learn., 2015

Pruning of Error Correcting Output Codes by optimization of accuracy-diversity trade off.
Mach. Learn., 2015

2012
Selection of representative SNP sets for genome-wide association studies: a metaheuristic approach.
Optim. Lett., 2012

2011
Guest editorial: model selection and optimization in machine learning.
Mach. Learn., 2011

2010
Prediction with the SVM Using Test Point Margins.
Proceedings of the Data Mining - Special Issue in Annals of Information Systems, 2010

Infinite kernel learning via infinite and semi-infinite programming.
Optim. Methods Softw., 2010

On numerical optimization theory of infinite kernel learning.
J. Glob. Optim., 2010

Analysis of SNP-Complex Disease Association by a Novel Feature Selection Method.
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.
PhD thesis, 2009

Pattern analysis for the prediction of fungal pro-peptide cleavage sites.
Discret. Appl. Math., 2009

Medical Image Retrieval and Automatic Annotation: VPA-SABANCI at ImageCLEF 2009.
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.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009


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