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Turgay Celik

Turgay Celik

Professor

Department of Information and Communication Technology >

 

+47 37 23 33 35

+47 417 88 312

Office:
A3065 ( Jon Lilletuns vei 9, Grimstad )

Scientific publications

  • Moghimi, Armin; Welzel, Mario; Celik, Turgay; Schlurmann, Torsten (2024). A Comparative Performance Analysis of Popular Deep Learning Models and Segment Anything Model (SAM) for River Water Segmentation in Close-Range Remote Sensing Imagery. IEEE Access. ISSN: 2169-3536. 12s 52067 - 52085. doi:10.1109/ACCESS.2024.3385425.
  • Dastile, Xolani; Celik, Turgay (2024). Counterfactual Explanations with Multiple Properties in Credit Scoring. IEEE Access. ISSN: 2169-3536. 12s 110713 - 110728. doi:10.1109/ACCESS.2024.3441037.
  • Ghimire Subedi, Sarala; Celik, Turgay; Gerdes, Martin; Omlin, Christian Walter Peter (2024). Deep learning for blood glucose level prediction: How well do models generalize across different data sets?. PLOS ONE. ISSN: 1932-6203. 19 (9). doi:10.1371/journal.pone.0310801.
  • Ahsan Ashraf, Muhammad; Celik, Turgay (2024). Evaluating radiofrequency electromagnetic field exposure in confined spaces: a systematic review of recent studies and future directions. Radiation Protection Dosimetry. ISSN: 0144-8420. 200 (6). s 598 - 616. doi:10.1093/rpd/ncae045.
  • Mabokela, Koena Ronny; Primus, Mpho; Celik, Turgay (2024). Explainable Pre-Trained Language Models for Sentiment Analysis in Low-Resourced Languages. Big Data and Cognitive Computing. ISSN: 2504-2289. 8 (11). doi:10.3390/bdcc8110160.
  • Moghimi, Armin; Sadeghi, Vahid; Mohsenifar, Amin; Celik, Turgay; Mohammadzadeh, Ali (2024). LIRRN: Location-Independent Relative Radiometric Normalization of Bitemporal Remote-Sensing Images. Sensors. ISSN: 1424-8220. 24 (7). doi:10.3390/s24072272.
  • Zhao, Yitao; Celik, Turgay; Liu, Nanqing; Gao, Feng; Li, Heng-Chao (2024). SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation. IEEE Transactions on Geoscience and Remote Sensing. ISSN: 0196-2892. doi:10.1109/TGRS.2024.3489615.
  • Mabokela, Koena Ronny; Celik, Turgay; Raborife, Mpho (2023). Multilingual Sentiment Analysis for Under-Resourced Languages: A Systematic Review of the Landscape. IEEE Access. ISSN: 2169-3536. 11s 15996 - 16020. doi:10.1109/ACCESS.2022.3224136.
  • Essa, Saadia Gutta; Celik, Turgay; Human-Hendricks, Nadia Emelia (2023). Personalized Adaptive Learning Technologies Based on Machine Learning Techniques to Identify Learning Styles: A Systematic Literature Review. IEEE Access. ISSN: 2169-3536. 11s 48392 - 48409. doi:10.1109/ACCESS.2023.3276439.
  • Zhao, Yitao; Celik, Turgay; Liu, Nanqing; Li, Heng-Chao (2022). A Comparative Analysis of GAN-Based Methods for SAR-to-Optical Image Translation. IEEE Geoscience and Remote Sensing Letters. ISSN: 1545-598X. 19doi:10.1109/LGRS.2022.3177001.
  • Moghimi, Armin; Mohammadzadeh, Ali; Celik, Turgay; Brisco, Brian; Amani, Meisam (2022). Automatic Relative Radiometric Normalization of Bi-Temporal Satellite Images Using a Coarse-to-Fine Pseudo-Invariant Features Selection and Fuzzy Integral Fusion Strategies. Remote Sensing. ISSN: 2072-4292. 14 (8). doi:10.3390/rs14081777.
  • Yavariabdi, Amir; Kusetogullari, Huseyin; Celik, Turgay; Thummanapally, Shivani; Rijwan, Sakib; Hall, Johan (2022). CArDIS: A Swedish Historical Handwritten Character and Word Dataset. IEEE Access. ISSN: 2169-3536. 10s 55338 - 55349. doi:10.1109/ACCESS.2022.3175197.
  • Dastile, Xolani; Celik, Turgay; Vandierendonck, Hans (2022). Model-Agnostic Counterfactual Explanations in Credit Scoring. IEEE Access. ISSN: 2169-3536. 10s 69543 - 69554. doi:10.1109/ACCESS.2022.3177783.
  • Moghimi, Armin; Celik, Turgay; Mohammadzadeh, Ali (2022). Tensor-based keypoint detection and switching regression model for relative radiometric normalization of bitemporal multispectral images. International Journal of Remote Sensing. ISSN: 0143-1161. 43 (11). s 3927 - 3956. doi:10.1080/01431161.2022.2102951.
  • Mokoena, Tshepiso; Celik, Turgay; Marivate, Vukosi (2021). Why is this an anomaly? Explaining anomalies using sequential explanations. Pattern Recognition. ISSN: 0031-3203. 121doi:10.1016/j.patcog.2021.108227.

Last changed: 3.09.2023 15:09