Arş. Gör.
Mehmet Burak KOCA
Bilgisayar Mühendisliği
- Telefon
- (262) 605 24 41
- E-Posta
- b.koca@gtu.edu.tr
- Ofis
- A2 Blok, 119
- Çalışma alanları
- Biyoinformatik, Makine öğrenmesi, Çizge Uygulamaları, Meta-sezgisel Optimizasyon
Journals:
Koca, M. B., Sevilgen, F. E.: An Efficient Index-Based Algorithm for Exact Subgraph Isomorphism on Bipartite Graphs. Scientific Research Communications, 4(1), (2024).
Koca, M. B., Sevilgen, F. E.: Integration of single-cell proteomic datasets through distinctive proteins in cell clusters. Proteomics, 2300282, (2023).
Koca, M. B., Nourani, E., Abbasoğlu, F., Karadeniz, I. İ., Sevilgen, F. E.:Graph Convolutional Network based Virus-Human Protein-Protein Interaction Prediction for Novel Viruses.Computational Biology and Chemistry, 101, 107755,(2022).
Koca, M.B., Özcan, G.:A New Automata Based Approximate String Matching Approach and Web Interface for Bioinformatics Algorithms.Uludağ University Journal of The Faculty of Engineering, 23(3), 91-102,(2018).
Conference Papers:
Koca, M.B., Sevilgen, F. E.:Comparative Analysis of Fusion Techniques for Integrating Single-cell Multiomics Datasets.</span>32th Signal Processing and Communications Applications Conference (SIU)(pp. 1-4). IEEE, Tarsus, Türkiye,(2024).
Koca, M.B., Sevilgen, F. E.:Alignment of Single-cell Datasets with the Hierarchical Cell Matching Algorithm. 31th Signal Processing and Communications Applications Conference (SIU)(pp. 1-4). IEEE, İstanbul, Türkiye,(2023).
Koca, M.B., Sevilgen, F. E.: Horizontal Integration of Single-cell Proteomics Datasets, 9. Turkish Medical World Congress PhD Consortium on Artificial Intelligent in Health. İstanbul, Türkiye,(2023).
Koca, M.B., Karadeniz, İ., Nourani, E., Sevilgen, F. E.: Protein Interaction Prediction on PHI Networks Using Graph Convolution Networks. 29th Signal Processing and Communications Applications Conference (SIU)(pp. 1-4). IEEE, İstanbul, Türkiye, (2021).
Koca, M.B., Sevilgen, F.E.: A Novel Approach for Subgraph Isomorphism Problem on Bipartite Graphs. 27th Signal Processing and Communications Applications Conference (SIU)(pp. 1-4). IEEE, Sivas, Türkiye, (2019).
Koca, M.B., Çetin, İ.: A New Approach To Voice Steganography With Carrier Digital Image, International Conference on Research in Education and Science (ICRES)(pp. 1360-1365), Bodrum, Türkiye, (2016)
- Doktora: Gebze Technical University (2020 - )
- Yüksek lisans: Gebze Technical University (2018 - 2020)
- Lisans: The University of Yalova (2009 - 2016)