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No Name Surname Program Supervisor Topic/Title Sustainable Development Goals
1 Y. G. PHD Assoc. Prof. Zafer AYDIN Deep Learning Methods for Predicting Structural Properties of Proteins 3. Good Health and Well-being
2 N.B. PHD Assoc. Prof. Burcu GÜNGÖR Machine learning and bioinformatics - Next-generation feature selection strategies in transcriptomic data analysis with elimination-based representative selection and network-based approaches 3. Good Health and Well-being
3 M.F.F. PHD Asst. Prof. Talha ERDEM Optoelectronic sensing systems 3. Good Health and Well-being
9. Industry, Innovation and Infrastructure
17. Partnerships for the Goals
4 M.S. PHD Asst. Prof. Talha ERDEM Light-absorbing optoelectronic devices / Development of sustainable technologies for photodetector fabrication.
 
 3. Good Health and Well-being
9. Industry, Innovation and Infrastructure
11. Sustainable Cities and Communities

5

 E.T. PHD/INT Asst. Prof. Talha ERDEM Self-assembled optoelectronic devices - Fabrication of optoelectronic devices using smart self-assembly methods 4. Quality Education

6

 M.A.A. PHD Asst. Prof. Rifat KURBAN Artificial intelligence and machine learning theory and applications / Design of deep learning architectures capable of learning with small datasets using optimization techniques 8. Decent Work and Economic Growth
9. Industry, Innovation and Infrastructure
12. Responsible Consumption and Production
17. Partnerships for the Goals

7

 H.A. PHD Assoc. Prof. Burcu GÜNGÖR Stock price prediction system - Machine learning-based stock price prediction with social media and news headline analysis 4. Quality Education

8

 İ.F.T. PHD/INT Asst. Prof. Talha ERDEM Design and implementation of nanophotonic structures based on smart self-assembly of nanoparticles - Nanophotonic architectures formed by self-assembly of colloidal nanoparticles 4. Quality Education

9

 M.İ. PHD Asst. Prof. Veli Tayfun KILIÇ Broadband RF - Broadband RF applications and designs

3. Good Health and Well-being
9. Industry, Innovation and Infrastructure

10

 M.Y.A. MASTER Asst. Prof. Veli Tayfun KILIÇ Mutual coupling reduction at broadband RF frequencies in antenna arrays 4. Quality Education

11

 İ.E.Y. PHD Asst. Prof. Samet GÜLER Robotic systems in Internet of Things applications / Cooperation and coordination in autonomous robot teams for Internet of Things applications

9. Industry, Innovation and Infrastructure
11. Sustainable Cities and Communities

12

 A.K. MASTER Assoc. Prof. Burcu GÜNGÖR Artificial intelligence-based traffic light regulation

7. Affordable and Clean Energy
11. Sustainable Cities and Communities

13

 E.K. PHD Asst. Prof. Burak TEKGÜN Power electronics / Soft-mode transition in converters 7. Affordable and Clean Energy
9. Industry, Innovation and Infrastructure
11. Sustainable Cities and Communities

14

 A.B. PHD/INT Asst. Prof. Veli Tayfun KILIÇ Coils and related systems - Coil and system designs for various applications including MRI 3. Good Health and Well-being
9. Industry, Innovation and Infrastructure
10. Reduced Inequalities
12. Responsible Consumption and Production

15

 R.D. MASTER Asst. Prof. Abdulkadir KÖSE Development of an IoT system supported by embedded machine learning (TinyML) for vulnerable road user safety
 
3. Good Health and Well-being
9. Industry, Innovation and Infrastructure
11. Sustainable Cities and Communities
16

Y.G.

 PHD/INT Assoc. Prof. Zafer AYDIN Machine learning, deep learning - Deep learning approaches for segmentation of biomedical images 4. Quality Education
17 M.A.A. PHD/INT Asst. Prof. Rifat KURBAN Artificial intelligence and machine learning theory and applications - Design of deep learning architectures that can learn with small datasets using optimization techniques 4. Quality Education

18

 M.K.Ç. MASTER Assoc. Prof. Burak BAL Monitoring and prevention of hydrogen embrittlement with Internet of Things and artificial intelligence supported systems 4. Quality Education

19

 N.K. MASTER Asst. Prof. Talha ERDEM Mental fatigue detection with EEG

3. Good Health and Well-being
8. Decent Work and Economic Growth
9. Industry, Innovation and Infrastructure

20

 A.S.E. MASTER Asst. Prof. Mehmet BOZDAL Development of real-time attack detection system in CAN communication 4. Quality Education

21

 D.P.S. PHD Assoc. Prof. Burcu GÜNGÖR Developing an artificial intelligence-based feature selection method to analyze complex data and develop prediction models in healthcare - A novel hybrid feature selection method combining unsupervised learning and biological knowledge for biomarker discovery

3. Good Health and Well-being
22 A.B. MASTER Asst. Prof. Abdulkadir KÖSE Generative AI-based multi-agent reinforced scalable digital twin systems for Internet of Things networks in smart cities

3. Good Health and Well-being
7. Affordable and Clean Energy
9. Industry, Innovation and Infrastructure
11. Sustainable Cities and Communities
13. Climate Action

23

 A.K MASTER Assoc. Prof. Burak TEKGÜN Portable wireless EEG ECG EMG device

3. Good Health and Well-being
9. Industry, Innovation and Infrastructure
10. Reduced Inequalities
24 İ.V.A. MASTER Asst. Prof. Burak ÜNAL FPGA-based simulation environment design for neuromorphic computing 3. Good Health and Well-being
7. Affordable and Clean Energy
9. Industry, Innovation and Infrastructure

25

 Ö.U. MASTER Asst. Prof. Mehmet Gökhan BAKAL Computational drug repositioning with a compact LLM model in oncology 3. Good Health and Well-being
9. Industry, Innovation and Infrastructure

26

 M.N.M. MASTER Asst. Prof. Dooyoung HAH Disposable biomedical sensor for point-of-care testing
3. Good Health and Well-being
4. Quality Education

27

 Y.B. MASTER Asst. Prof. Dooyoung HAH Disposable biomedical sensor
3. Good Health and Well-being
4. Quality Education

28

 P.Ö. MASTER Assoc. Prof. Rifat KURBAN Medical image compression and fusion 3. Good Health and Well-being
4. Quality Education

29

 A.D. MASTER Asst. Prof. Gülay YALÇIN ALKAN Soil analysis with image processing 4. Quality Education

30

 Ö.B. MASTER Asst. Prof. Abdulkadir KÖSE Wireless data collection and processing of EMG/ECG
3. Good Health and Well-being
4. Quality Education

31

 B.Y. MASTER Asst. Prof. Abdulkadir KÖSE A feasibility study on lightweight protocol design for model context sharing in TinyML-based artificial intelligence systems 4. Quality Education

32

 B.G. MASTER Asst. Prof. Abdulkadir KÖSE Secure data processing approach for IoT health devices that protect personal data based on homomorphic encryption and federated learning
3. Good Health and Well-being
4. Quality Education

33

 H.C.K. MASTER Assoc. Prof. Burak TEKGÜN Electric machine design and optimization 4. Quality Education

34

 M.A.K. MASTER Assoc. Prof. Burak TEKGÜN Cascaded H-bridge multilevel inverter-based motor drivers 4. Quality Education

35

 M.E. PHD Assoc. Prof. Burcu GÜNGÖR Artificial intelligence-based stock price prediction approaches - Development of machine learning methods using social media, news headlines and technical indicators for stock price prediction problem 4. Quality Education

36

 A.K.U. PHD Assoc. Prof. Burcu GÜNGÖR Bioinformatics - Analysis of bioinformatics data with machine learning and deep learning and development of new methods 4. Quality Education
37 G.H. MASTER Assoc. Prof. Rifat KURBAN Machine learning-based intelligent middleware for secure and adaptive API traffic monitoring 4. Quality Education

38

 Y.İ. MASTER Assoc. Prof. Burcu GÜNGÖR Integration of Group Lasso into prior knowledge-based feature selection methods in biological data analysis 4. Quality Education

39

 M.T.D. MASTER Assoc. Prof. Rifat KURBAN

Cultural competence and bias in text-to-image (T2I) models

 4. Quality Education

40

 E.N.Ç. MASTER Asst. Prof. Talha ERDEM Battery state of health prediction 4. Quality Education
41 U.K. PHD Asst. Prof. Veli Tayfun KILIÇ Analytical calculations of rounded-edge coils - Analytical calculations of rounded-edge coils in different geometries 4. Quality Education
42 B.D. MASTER Asst. Prof. Abdulkadir KÖSE Graph neural network (GNN) based intrusion detection in O-RAN (Open Radio Access Network) architecture 4. Quality Education
43 S.C.Ş. MASTER Asst. Prof. Abdulkadir KÖSE Automatic scaling of discrete color palette constrained carpet patterns with deep learning-based super-resolution methods 4. Quality Education
44 Ö.S. MASTER Asst. Prof. Abdulkadir KÖSE Multi-agent learning based intrusion detection in O-RAN (Open Radio Access Network) architecture 4. Quality Education

45

 M.G. MASTER Assoc. Prof. Rifat KURBAN Comparison of transform-based image steganography and steganalysis methods 4. Quality Education

46

 F.Y. MASTER Assoc. Prof. Burcu GÜNGÖR Development of deep learning-based morphological analysis management for peripheral blood smear images to support diagnosis of hematological diseases - Classification of white blood cells (WBC) in peripheral smear images based on morphological features using deep learning methods 4. Quality Education