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Murat Taşyürek

Observed names: Murat TAŞYÜREK, Murat Tasyurek, Murat Tasyürek, Taşyürek, Murat
ORCID: 0000-0001-5623-8577
Observed ORCID: 0000-0001-5623-8577
OpenAlex ID: A5007250047
Transfer learning and fine‐tuned transfer learning methods' effectiveness analyse in the CNN‐based deep learning models
2022 · Celal Öztürk, Murat Taşyürek, et al. · Concurrency and Computation Practice and Experience · 76
Developing deep learning methods for classification of teeth in dental panoramic radiography
2023 · Serkan Yilmaz, Murat Tasyurek, et al. · Oral Surgery Oral Medicine Oral Pathology and Oral Radiology · 53
Improved Marine Predators Algorithm and Extreme Gradient Boosting (XGBoost) for shipment status time prediction
2024 · Resul Özdemir, Murat Taşyürek, et al. · Knowledge-Based Systems · 32
ODRP: a new approach for spatial street sign detection from EXIF using deep learning-based object detection, distance estimation, rotation and projection system
2023 · Murat Taşyürek · The Visual Computer · 32
RNN-GWR: A geographically weighted regression approach for frequently updated data
2020 · Murat Tasyurek, Mete Celik · Neurocomputing · 30
AMD‐CNN: Android malware detection via feature graph and convolutional neural networks
2022 · Recep Sinan Arslan, Murat Tasyurek · Concurrency and Computation Practice and Experience · 27
RT-Droid: a novel approach for real-time android application analysis with transfer learning-based CNN models
2023 · Murat Tasyurek, Recep Sinan Arslan · Journal of Real-Time Image Processing · 21
4D-GWR: geographically, altitudinal, and temporally weighted regression
2022 · Murat Tasyurek, Mete Celik · Neural Computing and Applications · 21
A new deep learning approach based on grayscale conversion and DWT for object detection on adversarial attacked images
2023 · Murat Tasyurek, Ertugrul Gul · The Journal of Supercomputing · 16
A fine-tuned YOLOv5 deep learning approach for real-time house number detection
2023 · Murat Taşyürek, Celal Öztürk · PeerJ Computer Science · 12
Performance evaluation of YOLOv5 and YOLOv8 models in car detection
2024 · Fatma Nur Kılıçkaya, Murat Taşyürek, et al. · Imaging and Radiation Research · 10
SDPH: a new technique for spatial detection of path holes from huge volume high-resolution raster images in near real-time
2024 · Murat Tasyurek · Journal of Real-Time Image Processing · 10
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A Novel Approach to Improve the Performance of the Database Storing Big Data with Time Information
2022 · Murat TAŞYÜREK · Balkan Journal of Electrical and Computer Engineering · 9
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A Novel YOLOv5 Deep Learning Model for Handwriting Detection and Recognition
2022 · Maliki Moustapha, Murat Tasyurek, et al. · International Journal of Artificial Intelligence Tools · 7
FastGTWR: Hızlı coğrafi ve zamansal ağırlıklı regresyon yaklaşımı
2021 · Murat TAŞYÜREK, Mete ÇELİK · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi · 7
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A New Deep Learning Model for Early Stage of Diabetes Disease Prediction
2023 · Resul Özdemir, Celal Öztürk, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 6
Comparative analysis of transformer, CNN, and YOLO architectures for mandibular condyle segmentation on panoramic radiographs: a deep learning benchmark
2026 · Serkan Yilmaz, Hilal Peker Ozturk, et al. · BMC Oral Health · 5
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EL-NRF: Enhancing ensemble learning for regression with a noise reduction framework
2025 · Resul Özdemir, Murat Taşyürek, et al. · Expert Systems with Applications · 5
Akıllı Durak Sistemindeki Araç Seyahat Sürelerinin Birleşik Yapay Sinir Ağları Kullanarak Tahmini
2020 · Murat TAŞYÜREK, Mete ÇELİK · European Journal of Science and Technology · 5
Using an Artificial Neural Networks Approach to Assess the Links Among Environmental Protection Expenditure, Energy use and Growth in Finland
2024 · Bahatdin Daşbaşı, Doğan Barak, et al. · Journal of the Knowledge Economy · 4
DGAG : A Novel Approach That Detects Green Areas With Geolocation From Large‐Scale Satellite Imaging Instance Segmentation and GIS Application
2024 · Murat Taşyürek, Fatma Nur Kılıçkaya, et al. · Transactions in GIS · 4
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DSHFS: a new hybrid approach that detects structures with their spatial location from large volume satellite images using CNN, GeoServer and TileCache
2023 · Murat Taşyürek, Mehmet Uğur Türkdamar, et al. · Neural Computing and Applications · 4
DDL: Çoklu kapı numarası tespit etme ve kümeleme için derin öğrenme tabanlı yeni bir yaklaşım
2022 · Murat TAŞYÜREK, Celal ÖZTÜRK · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi · 4
Derin Öğrenme Yöntemi ile İç Anadolu Bölgesi ve Çevresi Hava Kirliliği Tahmini
2021 · Sümeyye AYDIN, Murat TAŞYÜREK, et al. · European Journal of Science and Technology · 4
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Enhancing COVID-19 classification of X-ray images with hybrid deep transfer learning models
2025 · Maliki Moustapha, Murat Tasyurek, et al. · Frontiers in Artificial Intelligence · 3
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Works count: 62
Citation count: 436
H-index: 10
I10-index: 12
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