Head of Mathematics Department
Bahçesehir University, Faculty of Engineering and Natural Science/Department of Mathematics
Süreyya Özöğür-Akyüz received the B.S. degree in mathematics from Middle East Technical University, Ankara, Turkey, in 2002 and the Ph.D. degree from the Institute of Applied Mathematics, Middle East Technical University, in 2009. She has been working with the Department of Mathematics, Bahçeşehir University since 2009. She contributed many multidisciplinary applications of Machine Learning such as bioinformatics, finance, business analytics but also involved in theoretical machine learning from optimization perspective. Her research interests include machine learning, optimization, neuroscience, biomedical applications, and bioinformatics.
Bahçesehir University, Faculty of Engineering and Natural Science/Department of Mathematics
Bahçesehir University, Faculty of Engineering and Natural Science/Department of Mathematics
Bahçesehir University, Faculty of Engineering and Natural Science/Department of Biomedical Engineering
Bahçesehir University, Faculty of Engineering and Natural Science/Department of Mathematics and Computer
University of Surrey, Faculty of Engineering Science, Centre For Vision Statistical and Signal Processing (CVSSP), Surrey, UK
Fraunhoufer Institiute SCAI, Bioinformatics Bonn, Germany
Bahçesehir University, Faculty of Science and Letters/Department of Mathematics and Computer
Sabancı University, Faculty of - Department of Engineering and Natural Science/Electronic Engineering (Vision and Pattern Analysis LAB)
Middle East Technical University, Institute of Applied Mathematics
University College London, Computer Science, Supervised by John Shawe-Taylor (during PhD)
Ph.D. Applied Mathematics/ Scientific Computation
Middle East Technical University
Applied Mathematics/ Scientific Computation
Middle East Technical University
Msc Thesis
“Mathematical Modeling of Enzymatic Reactions, Simulation and Parameter Estimation”
Supervisors
Prof. Dr. Bülent Karasözen, Prof. Dr. Gerhard Wilhelm Weber
Bachelor of Arts in Mathematics
Middle East Technical University
PhD ThesisA Mathematical Contribution of Statistical Learning And Continuous Optimization Using Infinite And Semi-Infinite Programming To Computational Statistics
SupervisorsProf. Dr. Gerhard Wilhelm Weber (METU, TR), Prof. Dr. John Shawe-Taylor (UCL, UK)
Computational Statistics, Machine Learning, Deep Learning, Numerical Optimization, Semi-infinite Optimization, Facial Expression Classification, Ensemble Pruning, Kernel Learning, Ensemble Classification Ensemble Clustering, Computational Biology.
Principal Investigator:
Assoc. Prof. Dr. Süreyya Akyüz
Researchers:
Prof. Dr. Gözde Ünal (ITU)
Principal Investigator:
Assoc. Prof. Dr. Süreyya Akyüz
Researchers:
Prof. Dr. Zümray Dokur Ölmez (ITU)
Dr. Adil Deniz Duru
Consultants:
Prof. Dr. Nerses Bebek (neurology, Istanbul University, Head of Neurology Dept)
Dr. Can Ergün ( Head of Nurtition and Dietetics Dept BAU)
Gizem Yılmaz (Neuro-physcology)
Principal Investigator:
Assoc. Prof. Dr. Süreyya Akyüz
Researchers:
Pınar Karadayı Ataş (PhD Student)
Buse Otar (MSc. Student)-Past Alumni
Zeynep Ergin (Bsc )
Hayriye Anıl (Bsc)
Researchers:
Assoc. Prof. Dr. Süreyya Akyüz
Assoc. Prof. Dr. Koen De Bock
Pınar Karadayı Ataş (PhD Student)
Researchers:
Prof. Gerhard Wilhelm Weber
Assoc. Prof. Dr. Süreyya Akyüz
Assoc. Prof. Erdal Gül (Yıldız Technical University)
Duygu Üçüncü PhD cand at Yıldız Technical University)
Project Partners :
University of Heidelberg (UHEI), Germany
University Hospital Heidelberg (UKL-HD), Germany
Institute Natiol de la Sante et de la Recherche Medicale (INSERM), France
Institute of Cytology and Genetics of the Siberian Branch of the
Russian Academy of Sciences (ICG), Russia
St. Petersburg State Polytechnical University (SPBSPU), Russia
Middle East Technical University (METU), Turkey
Bahcesehir University (BU), Turkey- yürütücü S. Özöğür-Akyüz
PBSoft LLC (PBSOFT), Russia
NovaMechanics Ltd. (NovaMechanics), Cyprus
ORT Braude College (OBD), Israel
University of Technology Dresden (TUD), Germany
Position in the Project: Scholar (Postdoc)
Project Subject/Area: Mathematical Modelling of Ensemble Classifier Systems Via Optimization of Divergence-Accuracy Trade off / Optimization
Funding Organization: European Union 7th Framework
University/Country where the project is carried out: University of Surrey, Surrey,UK
Principal Investigator: Dr. Terry Windeatt, University of Surrey, England
Duration of the Project: 2011 March- 2013 March
Total Budget of Project: 183.000 Euro
Position in the Project: Research Fellow, supervised by Prof. Dr. Aytül Erçil
Project Subject/Area: Fraud Detection by data mining and machine learning techniques and optimization
Funding Organization: EU 6th Network of Excellence
University/Country where the project is carried out: Computer Vision and Pattern Analysis Lab (VPA lab), Electrics and Electronics Department, Faculty of Engineering Science and Natural Science, Sabancı University, Istanbul, Turkey.
This software mainly has two parts:
Bahçeşehir University
Sabancı University
Bahçeşehir University
Bahçeşehir University
Bahçeşehir University
Bahçeşehir University
Bahçeşehir University
Bahçeşehir University
Bahçeşehir University
Bahçeşehir University
Bahçeşehir University
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You can find me at my office located at Bahçeşehir University, Faculty of Engineering and Natural Sciences.
I am at my office every day from 8:00 until 17:00 am, but you may consider a call to fix an appointment.
You can find me at Computer Vision Lab at first floor of Faculty of Engineering and Natural Sciences, If I am not at my office.