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Merve Yilmazer

Observed names: Merve YILMAZER, Merve Yilmazer Gundem, YILMAZER, MERVE
Institution: Munzur University
ORCID: 0000-0001-7055-6299
Observed ORCID: 0000-0001-7055-6299
OpenAlex ID: A5012662883
Mask R-CNN Architecture Based Railway Fastener Fault Detection Approach
2022 · Merve Yilmazer, Mehmet Karakose · International Conference on Decision Aid Sciences and Applications (DASA) · 18
Railway Condition Monitoring and Fault Detection Based on YOLOv4
2022 · Merve Yilmazer, Mehmet Karakose · International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) · 10
Detection and Measurement of Railway Expansion Gap with Image Processing
2021 · Merve Yilmazer, Mehmet Karakose, et al. · International Conference on Data Analytics for Business and Industry (ICDABI) · 10
A New, Robust, Adaptive, Versatile, and Scalable Abandoned Object Detection Approach Based on DeepSORT Dynamic Prompts, and Customized LLM for Smart Video Surveillance
2025 · Merve Yilmazer, Mehmet Karakose · Applied Sciences · 9
A New Rail Surface Defects Detection Approach Using 3D Laser Cameras Based on ResNet50
2022 · Yunus Santur, Merve Yilmazer, et al. · Traitement du signal · 9
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Fastener and rail surface defects detection with deep learning techniques
2024 · Merve Yilmazer, Mehmet Karakose · International Journal of Advances in Intelligent Informatics · 8
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Transfer Learning Based Fault Detection Approach for Rail Components
2022 · Merve Yilmazer, Mehmet Karakose, et al. · 8
Determination of Railway Track Gauge with Image Processing
2021 · Merve Yilmazer, Mehmet Karakose, et al. · International Conference on Data Analytics for Business and Industry (ICDABI) · 8
Multi-Package Delivery Optimization with Drone
2021 · Merve Yilmazer, Ebru Karakose, et al. · International Conference on Data Analytics for Business and Industry (ICDABI) · 7
A New Approach to Detecting Free Parking Spaces Based on YOLOv6 and Keyframe Detection with Video Analytics
2024 · Merve Yilmazer, Mehmet Karakose, et al. · 5
Chat with ChatGPT: Access to cultural heritage with ChatGPT
2023 · Merve Yilmazer, Mehmet Karakose · International Conference on Sustaining Heritage: Innovative and Digital Approaches (ICSH) · 5
Mask R-CNN Derin Sinir Ağı ile Demiryolu Hattı Bileşenlerinde Çoklu Hata Tespiti
2022 · Merve YILMAZER, Mehmet KARAKÖSE, et al. · Çukurova Üniversitesi Mühendislik Fakültesi Dergisi · 5
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LLM-Based Video Analytics Test Scenario Generation in Smart Cities
2025 · Merve Yilmazer, Mehmet Karakose · 4
A Deep Learning-Based Approach for Damage Detection in Cultural Heritage Images and Generating Heat Maps
2024 · Cagatay Umut Ogdu, Merve Yilmazer, et al. · International Conference on Sustaining Heritage: Embracing Technological Advancements (ICSH) · 4
Yolov5 Based Fault Detection Approach in Railway Components
2023 · Merve Yilmazer, Mehmet Karakose · 4
A new hybrid CNN model for abnormal behaviour detection in smart campus
2025 · Merve Yilmazer, Mehmet Karakose, et al. · IET conference proceedings. · 1
A New Metacognitive Confidence Calculation Approach Based on Large Language Models for Natural Language Explanations
2026 · Merve Yilmazer Gundem, Simay Sahin, et al. · Applied Sciences
LLM-Based Hybrid Test Scenario Generating Model for Autonomous Driving Systems
2026 · Merve Yilmazer Gundem, Mehmet Karaköse · International Conference on Advanced Computer Information Technologies (ACIT)
Hallucination-Reduced and Robust Accuracy Unit Test Generation
2026 · Metin Deder, Simay Sahin, et al. · International Journal of Management and Data Analytics
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LLM Based Software Test Scenario Generation System From Bug Descriptions
2026 · Merve Yilmazer Gundem, Mehmet Karakose
Deep learning based fault detection of rail track components from images taken by autonomous drone
2023 · YILMAZER, MERVE · DSpace - FIRAT (Fırat University)
Works count: 21
Citation count: 115
H-index: 8
I10-index: 3
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