| No |
Name |
Program |
Advisor |
Topic/Title |
Sustainable Development Goals |
| 1 |
Z.Ş. |
MASTER |
Dr. Bekir Hakan AKSEBZECİ |
Classification of breast cancer histopathology images |
SDG 3 (Good Health and Well-Being) |
| 2 |
F. E. |
MASTER |
Dr. Burak TEKGÜN |
Design of a bidirectional isolated buck/boost DC/DC converter |
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 12 (Responsible Consumption and Production)
|
| 3 |
H. H. |
PHD |
Dr. Burcu BAKIR GÜNGÖR |
Data mining and data warehousing - Machine learning-based network anomaly detection |
SDG 9 (Industry, Innovation, and Infrastructure) |
| 4 |
D.K. |
PHD |
Dr. Talha ERDEM |
Design of nanophotonic structures with colloidal systems |
SDG 3 (Good Health and Well-Being)
SDG 7 (Affordable and Clean Energy)
SDG 9 (Industry, Innovation, and Infrastructure) |
| 5 |
M.S. D. |
PHD |
Prof. Dr. Bülent YILMAZ |
Deep learning classification of thyroid nodules using ultrasound images |
SDG 3 (Good Health and Well-Being)
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 17 (Partnerships for the Goals) |
| 6 |
C. K. |
PHD |
Dr. Burcu BAKIR GÜNGÖR |
Development of network-based multi-omics data analysis method to understand molecular mechanisms of complex human diseases |
SDG 3 (Good Health and Well-Being) |
| 7 |
Y. G. |
PHD |
Assoc. Prof. Dr. Zafer AYDIN |
Deep learning methods for predicting structural properties of proteins |
SDG 3 (Good Health and Well-Being) |
| 8 |
N. P. |
PHD |
Dr. Burak TEKGÜN |
Nuclear control and instrumentation - High-energy cosmic and gamma radiation measurement with remotely controlled secondary emission ionisation calorimetry modules |
SDG 9 (Industry, Innovation, and Infrastructure) |
| 9 |
E. A. |
PHD |
Dr. Burak TEKGÜN |
Sensorless control of IPMSM with HF signal injection and sliding mode observer based on control of electrical machines |
SDG 9 (Industry, Innovation, and Infrastructure) |
| 10 |
S. G.A. |
PHD/BÜT |
Prof. Dr. Bülent YILMAZ |
Determination and analysis of dysphagia characteristics using EEG signals |
SDG 3 (Good Health and Well-Being)
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 17 (Partnerships for the Goals) |
| 11 |
A. G. |
PHD |
Dr. Burcu BAKIR GÜNGÖR |
Defect detection and classification using deep learning - Detection and classification of defects in composite materials from ultrasonic tomography images using deep learning |
SDG 3 (Good Health and Well-Being)
SDG 9 (Industry, Innovation, and Infrastructure) |
| 12 |
B. A.D. |
PHD |
Dr. Burcu BAKIR GÜNGÖR |
Decentralized electronic health record management system |
SDG 3 (Good Health and Well-Being) |
| 13 |
N.B. |
PHD |
Dr. Burcu BAKIR GÜNGÖR |
Development of machine learning approaches based on iterative cluster elimination for omics data analysis: Uncovering biomolecular patterns associated with disease phenotypes |
SDG 3 (Good Health and Well-Being) |
| 14 |
M.F.F. |
PHD |
Dr. Talha ERDEM |
Optoelectronic sensing systems |
SDG 3 (Good Health and Well-Being)
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 17 (Partnerships for the Goals) |
| 15 |
A.K. |
MASTER |
Assoc. Prof. Dr. Zafer AYDIN |
Network traffic analysis and threat detection using machine learning algorithms |
SDG 8 (Decent Work and Economic Growth)
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 12 (Responsible Consumption and Production)
SDG 16 (Peace, Justice, and Strong Institutions) |
| 16 |
M.S. |
PHD |
Dr. Talha ERDEM |
Light-absorbing optoelectronic devices |
SDG 3 (Good Health and Well-Being)
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 11 (Sustainable Cities and Communities) |
| 17 |
E.T. |
PHD/BÜT |
Dr. Talha ERDEM |
Self-assembling optoelectronic devices - Production of optoelectronic devices using smart self-assembly method |
SDG 4 (Quality Education) |
| 18 |
M.A.A. |
PHD |
Dr. Rifat KURBAN |
Artificial intelligence and machine learning theory and applications / Design of deep learning architectures capable of learning with small datasets using optimization techniques |
SDG 8 (Decent Work and Economic Growth)
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 12 (Responsible Consumption and Production)
SDG 17 (Partnerships for the Goals) |
| 19 |
M.E. |
MASTER |
Dr. Burcu BAKIR GÜNGÖR |
Breast cancer detection based on hybrid optimization algorithms |
SDG 3 (Good Health and Well-Being)
SDG 4 (Quality Education)
SDG 11 (Sustainable Cities and Communities) |
| 20 |
H.A. |
PHD |
Dr. Burcu BAKIR GÜNGÖR |
Stock value system prediction - Stock value prediction based on machine learning with social media and news headline analysis |
SDG 4 (Quality Education) |
| 21 |
O.D. |
MASTER |
Prof. Dr. Bülent YILMAZ |
An original deep learning algorithm for medical segmentation applications |
SDG 4 (Quality Education) |
| 22 |
İ.F.T. |
PHD/BÜT |
Dr. Talha ERDEM |
Design and application of nanophotonic structures based on smart self-assembly of nanoparticles - Nanophotonic architectures formed by self-assembly of colloidal nanoparticles |
SDG 4 (Quality Education) |
| 23 |
N.K.A. |
MASTER |
Dr. Burak TEKGÜN |
Electrical machines |
SDG 4 (Quality Education) |
| 24 |
M.S. |
MASTER |
Assoc. Prof. Dr. Zafer AYDIN |
Disease detection in chest X-ray using deep learning |
SDG 3 (Good Health and Well-Being)
SDG 4 (Quality Education) |
| 25 |
M.İ. |
PHD |
Dr. Veli Tayfun KILIÇ |
Broadband RF - Broadband RF applications and designs |
SDG 3 (Good Health and Well-Being)
SDG 9 (Industry, Innovation, and Infrastructure) |
| 26 |
A.K. |
MASTER |
Dr. Burcu BAKIR GÜNGÖR |
Development of a machine learning-based system for the detection of disease biomarkers from human gut microbiota |
SDG 4 (Quality Education) |
| 27 |
M.Y.A. |
MASTER |
Dr. Veli Tayfun KILIÇ |
Reduction of mutual interaction in broadband RF frequencies in antenna arrays |
SDG 4 (Quality Education) |
| 28 |
M.M. |
MASTER |
Dr. Mehmet BOZDAL |
Lightweight cryptography |
SDG 4 (Quality Education) |
| 29 |
İ.E.Y. |
PHD |
Dr. Samet GÜLER |
Robotic systems in IoT applications - Cooperation and coordination in autonomous robot teams for IoT applications |
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 11 (Sustainable Cities and Communities) |
| 30 |
A.K. |
MASTER |
Dr. Burcu BAKIR GÜNGÖR |
Regulation of traffic lights using artificial intelligence |
SDG 7 (Affordable and Clean Energy)
SDG 11 (Sustainable Cities and Communities) |
| 31 |
M.T. |
PHD |
Dr. Burcu BAKIR GÜNGÖR |
Design and development of machine learning models for disease prediction and biomarker detection |
SDG 11 (Sustainable Cities and Communities) |
| 32 |
E.K. |
PHD |
Dr. Burak TEKGÜN |
Power electronics / Soft mode transition in converters |
SDG 7 (Affordable and Clean Energy)
SDG 9 (Industry, Innovation, and Infrastructure)
SDG 11 (Sustainable Cities and Communities) |
| 33 |
A.M.A.A.Q |
MASTER |
Dr. Samet GÜLER |
Drug repositioning study based on twin neural network learning |
SDG 3 (Good Health and Well-Being)
SDG 9 (Industry, Innovation, and Infrastructure) |
