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Murat Tasyürek
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 5
Top Topics
Deep Learning
Satellite Images
Fine Tuned
Gradient Boosting
Top Venues
Vis. Comput.
Concurr. Comput. Pract. Exp.
Neural Comput. Appl.
Knowl. Based Syst.
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Publications
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Murat Tasyürek
,
Mehmet Ugur Türkdamar
,
Celal Öztürk
DSHFS: a new hybrid approach that detects structures with their spatial location from large volume satellite images using CNN, GeoServer and TileCache.
Neural Comput. Appl.
36 (3) (2024)
Murat Tasyürek
ODRP: a new approach for spatial street sign detection from EXIF using deep learning-based object detection, distance estimation, rotation and projection system.
Vis. Comput.
40 (2) (2024)
Resul Özdemir
,
Murat Tasyürek
,
Veysel Aslantas
Improved Marine Predators Algorithm and Extreme Gradient Boosting (XGBoost) for shipment status time prediction.
Knowl. Based Syst.
294 (2024)
Celal Öztürk
,
Murat Tasyürek
,
Mehmet Ugur Türkdamar
Transfer learning and fine-tuned transfer learning methods' effectiveness analyse in the CNN-based deep learning models.
Concurr. Comput. Pract. Exp.
35 (4) (2023)
Murat Tasyürek
,
Celal Öztürk
A fine-tuned YOLOv5 deep learning approach for real-time house number detection.
PeerJ Comput. Sci.
9 (2023)