TY - JOUR A1 - Coşkun, Onur A1 - Aktepe, Rafet A1 - Aldemir, Alper A1 - Erhan Yılmaz, Ali A1 - Durmaz, Murat A1 - Güldür Erkal, Burcu T1 - Seismic Risk Prioritization of Masonry Building Stocks Using Machine Learning JF - Earthquake engineering & structural dynamics KW - machine learning KW - masonry structures KW - rapid visual screening KW - seismic risk classification KW - seismic risk prioritization Y1 - 2024 U6 - https://doi.org/10.1002/eqe.4227 SN - 1096-9845 VL - 53 IS - 2024,14 SP - 4432 EP - 4450 ER - TY - CHAP A1 - Bayraktar, Merve A1 - Bacik, Yunus A1 - Aldemir, Alper A1 - Güldür Erkal, Burcu ED - Erberik, Murat Altug ED - Askan, Aysegul ED - Kockar, Mustafa Kerem T1 - A Curation of Image Datasets for Urban Segmentation Applications T2 - Proceedings of the 7th International Conference on Earthquake Engineering and Seismology (Vol. 2) KW - deep learning KW - urban image datasets KW - image segmentation Y1 - 2024 SN - 978-3-031-57357-6 U6 - https://doi.org/10.1007/978-3-031-57357-6_43 IS - (Lecture Notes in Civil Engineering;401) SP - 509 EP - 521 PB - Springer CY - Cham ER - TY - JOUR A1 - Yilmaz, Ali Erhan A1 - Cinar, Omer Faruk A1 - Aldemir, Alper A1 - Güldür Erkal, Burcu A1 - Coskun, Onur T1 - Harnessing Machine Learning for Multiclass Seismic Risk Assessment in Reinforced Concrete Structures JF - Buildings KW - machine learning KW - rapid visual screening KW - seismic risk assessment KW - reinforced KW - concrete KW - (RC) buildings KW - level prediction disaster resilience Y1 - 2025 U6 - https://doi.org/10.3390/buildings15224185 SN - 2075-5309 VL - 15 IS - 2025,22 PB - MDPI AG CY - Basel ER - TY - CHAP A1 - Bayraktar, Merve A1 - Aldemir, Alper A1 - Güldür Erkal, Burcu ED - Petrova, Ekaterina ED - Srećković, Marijana ED - Meda, Pedro ED - Soman, Ranjith K. ED - Beetz, Jakob ED - McArthur, Jenn ED - Hall, Daniel T1 - Determining the Risk Conditions of Structures Through 3D Modeling T2 - Proceedings of the 2025 European Conference on Computing in Construction & 42nd International CIB W78 Conference on Information Technology for Construction Y1 - 2025 SN - 978-9-083451-31-2 U6 - https://doi.org/10.35490/EC3.2025.327 SN - 2684-1150 SP - 894 EP - 898 PB - European Council for Computing in Construction ER -