Submitted Papers
- No More Black-Boxes - Estimate Deformation Capacity of Non-Ductile RC Shear Walls based on Generalized Additive Models
Değer, Z., Taşkın, G., Wallace, J.W.
- Machine Learning-Based Framework for Failure Forecast and Shear Strength Estimation of Non-Conforming RC Shear Walls
Tan, M., Taşkın, G., Değer Z.,
- Forecasting Surface Movements Based on PSI Time Series Using Machine Learning Algorithms
Yağmur, N., Taşkın, G., Erten, E., Musaoğlu, N.
- A structural damage ranking using ConvNeXt for post-earthquake image classification
Kaya, H., Turan, Ö.T., Taşkın, G., Çınar, T., İlki, A.
Book Chapters
- Explainable AI for Earth Observation: Current methods, open challenges, and opportunities
Taşkın, G., Aptoula, E., Erturk, A.
Elsevier, to be published in 2023.
- Change Detection and Image Time-Series Analysis: A Review on Multi-temporal Earthquake Damage Assessment Using Satellite Images
Taşkın, G.,Alatas, O., Erten, E.,
ISTE-WILEY, 2023.
Peer Reviewed-Journal Papers
2023
Değer, Z. Taşkın, G., Sütçü, F.
Journal of the Faculty of Engineering and Architecture of Gazi University, 38:4, pp. 2311-2323.
Karakaş, S., Taşkın, G., Ülker, M.B.C.
Neural Computing & Applications, accepted, 2023.
Schmitt M, Ahmadi SA, Xu Y, Taşkın G, Verma U, Sica F, Hänsch R.
IEEE Geoscience and Remote Sensing Magazine, 11(3), pp. 64-97.
Celik, M.F., Isik, M.S., Taşkın, G., Erten, E., Camps-Valls, G.
IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023.
Ülker, M.B.C., Altınok, E., Taşkın, G.
International Journal of Geotechnical Engineering, vol(4), pp. 393-407, 2023.
Taşkın, G., Yetkin, E.F., Camps-Valls, G.
IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-13, 2023.
Yaghoubi, S. T., Deger, Z., Taskin, G., Sutcu F.
Bulletin of Earthquake Engineering, 21, pp. 293–318, 2023.
2022
Taskin, G.
IEEE Geoscience and Remote Sensing Letter, Q1, vol. 19, pp. 1-5, 2022.
Topaloglu, B., Taskin, G., Sutcu F., Deger, Z.
Structures, Q2, Volume 45, November 2022, Pages 343-352.
Alatas, E., Taskin, G.
Neural Computing and Applications, Q1, IF:5.573, 34(21), 18757-18771.
Taskin, G., Camps, G.
IEEE Transactions on Geoscience and Remote Sensing - Q1, IF:6.086, Vol. 60.
Deger, Z., Taskin, G.
Neural Computing and Applications, Q1, IF:5.573, 34, pages 13029-13041.
Deger, Z., Taskin, G.
Engineering Structures - Q1, IF:4.795, Volume 255, published in 2022.
2019
Taskin, G., and Ceylan, O.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - Q1, IF:3.734, Vol. 12(12), pp. 4690-4697, 2019.
Taskin, G., and Crawford, M.
IEEE Transactions on Image Processing, Vol. 28(10), pp. 5227--5237
Erten, E., Taskin, G., and Lopez-Sanchez, JM.
IEEE Geoscience and Remote Sensing Letters, Vol. 16(5), pp. 766 - 770, 2019.
2017
Taskin, G., Kaya, H., and Bruzzone, L.
IEEE Transactions on Image Processing, Vol. 26(6), pp. 2918 - 2928.
Kucuk, C., Taskin, G., and Erten, E.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - Q1, IF:3.734, Vol. 49(6), pp. 2071-2079.
2015
Taskin, G., Ersoy, O.K., and Kamasak M.E.
Journal of Applied Remote Sensing - Q3, IF:1.565, Vol 9(1), pp.096017-(1-20).
2013
Taskin Kaya, G.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - Q1, IF:3.734, Vol. 6(4), pp.1988-1997.
2011
- Damage Assessment of 2010 Haiti Earthquake with Post-Earthquake Satellite Image by Support Vector Selection and Adaptation
Taskin Kaya, G., Musaoglu, N., and Ersoy, O.K.
Photogrammetric Engineering & Remote Sensing - Q2, IF:2.912, Special Issue: Haiti Earthquake, Part 2, Vol. 77(10), pp. 1025-1035.
Taskin Kaya, G., Ersoy, O.K., and Kamasak M.E.
IEEE Transactions on Geoscience and Remote Sensing
Newsletters
2023
- Computer Vision for Earth Observation—The First IEEE GRSS Image Analysis and Data Fusion School [Technical Committees]
Vivone, G., Lunga, D., Sica, F., Taşkin, G., Verma, U., Hänsch, R.
IEEE Geoscience and Remote Sensing Magazine, 11(2). pp. 95-100
2021
- Activities of the GRSS Turkey Chapter in 2021
Erturk, A., Taşkın, G., Ok, A.O., Ustuner, M., Kayabol, K.
IEEE Geoscience and Remote Sensing Magazine - Q1, IF:13.069, Vol. 10(1), pp. 352-354, 2022.
2018
- Activities of the GRSS Turkey Chapter [Chapters]
Erturk, A., Taşkın, G., Erten, E., Kayabol, K., Aptoula, E.,
IEEE Geoscience and Remote Sensing Magazine - Q1, IF:13.069, Vol. 6(4), pp. 93-95, 2018.
2016
- The Second GRSS Turkey Chapter Summer School [Chapters]
Erten, E., Taşkın, G., Erturk, A., Tasdemir, K.