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Gürkan Aydemır

Observed names: Gurkan Aydemir, Gürkan AYDEMİR, Gürkan Aydemir, Gürkan Aydemіr
ORCID: 0000-0001-9213-576X
Observed ORCID: 0000-0001-9213-576X
OpenAlex ID: A5082986855
Anomaly monitoring improves remaining useful life estimation of industrial machinery
2020 · Gurkan Aydemir, Burak Acar · Journal of Manufacturing Systems · 93
Image-Based Prognostics Using Deep Learning Approach
2019 · Gurkan Aydemir, Kamran Paynabar · IEEE Transactions on Industrial Informatics · 40
Electrocardiogram Signal Compression Using Deep Convolutional Autoencoder with Constant Error and Flexible Compression Rate
2024 · Tahir Bekiryazıcı, Gürkan Aydemir, et al. · IRBM · 10
Robust Feature Learning for Remaining Useful Life Estimation Using Siamese Neural Networks
2022 · Gurkan Aydemir, Kamran Paynabar, et al. · European Signal Processing Conference (EUSIPCO) · 9
Driver Drowsiness Detection using MobileNets and Long Short-term Memory
2021 · Gurkan Aydemir, Oguzhan Kurnaz, et al. · National Conference on Electrical and Electronics Engineering (ELECO) · 6
Deep Learning Based Spectrum Compression Algorithm for Rotating Machinery Condition Monitoring
2018 · Gürkan Aydemir · ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS) · 6
Ensemble of LSTM Networks for Fault Detection, Classification, and Root Cause Identification in Quality Control Line
2021 · Gurkan Aydemir, Adem Avcı, et al. · PHM Society European Conference · 5
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A novel multichannel sparse convolutional autoencoder for electrocardiogram signal compression
2025 · Tahir Bekiryazıcı, Mehmet Damkacı, et al. · Journal of Electrocardiology · 3
Coverage Area Estimation Based on Convolutional Neural Networks
2024 · Uğur Erbaş, Tahir Bekiryazici, et al. · Signal Processing and Communications Applications Conference (SIU) · 3
Coverage Area Estimation Using a Multi-Branch 1D Convolutional Neural Network
2025 · Uğur Erbaş, Tahir Bekiryazıcı, et al. · Mühendislik Bilimleri ve Araştırmaları Dergisi · 2
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Compression of ECG Signals Using Long Short-Term Memory based Sequence-to-Sequence Autoencoder
2020 · Gürkan Aydemır, Tahir Bekıryazici, et al. · Signal Processing and Communications Applications Conference (SIU) · 2
Konuşma İşaretlerinin Derin Evrişimsel Oto Kodlayıcı ve Artık Vektör Nicemleme Tabanlı Sıkıştırılması
2024 · Tahir Bekiryazıcı, Gürkan Aydemir, et al. · Mühendislik Bilimleri ve Araştırmaları Dergisi · 1
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Interpretable Finger Vein Identification: Analysis of Fine-tuned Models with Explainable Artificial Intelligence
2026 · Mustafa Kocakulak, Tahir Bekiryazıcı, et al. · International Journal of Information Technology & Decision Making
Seeing the unseen: unsupervised steel surface defect detection via image inpainting autoencoders
2026 · Tahir Bekiryazıcı, Gürkan Aydemir, et al. · Signal Image and Video Processing
The Impact of Varying Speed on Remaining Useful Life Estimation for Rolling Element Bearing
2026 · Hilal Doğanay Katı, Adem Avcı, et al. · Journal of Innovative Science and Engineering (JISE)
A dual-band neural codec for low-bitrate speech compression
2026 · Tahir Bekiryazıcı, Gürkan Aydemir, et al. · Digital Signal Processing
Stacked causal convolutional autoencoder based speech compression method
2024 · Tahir Bekіryazici, Gürkan Aydemіr, et al. · Signal Processing and Communications Applications Conference (SIU)
Design and Optimization of a Super Capacitor-Based High-Speed Charging System for Electric Vehicles
2023 · Semih SUBAŞI, Gürkan AYDEMİR · International Journal of Advanced Natural Sciences and Engineering Researches
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Works count: 19
Citation count: 180
H-index: 6
I10-index: 3
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