| Anomaly monitoring improves remaining useful life estimation of industrial machinery G Aydemir, B Acar Journal of Manufacturing Systems 56, 463-469, 2020 | 75 | 2020 |
| Image-based prognostics using deep learning approach G Aydemir, K Paynabar IEEE Transactions on Industrial Informatics 16 (9), 5956-5964, 2019 | 46 | 2019 |
| Ensemble of lstm networks for fault detection, classification, and root cause identification in quality control line G Aydemir, A Avcı, M Kocakulak, T Bekiryazıcı PHM Society European Conference 6 (1), 6-6, 2021 | 5 | 2021 |
| Robust Feature Learning for Remaining Useful Life Estimation Using Siamese Neural Networks G Aydemir, K Paynabar, B Acar 2022 30th European Signal Processing Conference (EUSIPCO), 1432-1436, 2022 | 4 | 2022 |
| Deep learning based spectrum compression algorithm for rotating machinery condition monitoring G Aydemir Smart Materials, Adaptive Structures and Intelligent Systems 51944, V001T03A027, 2018 | 4 | 2018 |
| Driver Drowsiness Detection using MobileNets and Long Short-term Memory G Aydemir, O Kurnaz, T Bekiryazıcı, A Avcı, M Kocakulak 2021 13th International Conference on Electrical and Electronics Engineering …, 2021 | 3 | 2021 |
| Electrocardiogram Signal Compression Using Deep Convolutional Autoencoder with Constant Error and Flexible Compression Rate T Bekiryazıcı, G Aydemir, H Gürkan IRBM 45 (6), 100859, 2024 | | 2024 |
| Coverage Area Estimation Based on Convolutional Neural Networks U Erbaş, T Bekiryazici, GA Ve, MB Tabakcioğlu 2024 32nd Signal Processing and Communications Applications Conference (SIU …, 2024 | | 2024 |
| Stacked causal convolutional autoencoder based speech compression method T Bekіryazici, G Aydemіr, H Gürkan 2024 32nd Signal Processing and Communications Applications Conference (SIU …, 2024 | | 2024 |
| Konuşma İşaretlerinin Derin Evrişimsel Oto Kodlayıcı ve Artık Vektör Nicemleme Tabanlı Sıkıştırılması T Bekiryazıcı, G Aydemir, H Gürkan Mühendislik Bilimleri ve Araştırmaları Dergisi 6 (1), 113-124, 2024 | | 2024 |
| Compression of ECG Signals Using Long Short-Term Memory based Sequence-to-Sequence Autoencoder G Aydemır, T Bekıryazici, H Gürkan 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | | 2020 |
| Machine heath monitoring for cyber-physical systems G Aydemir Thesis (Ph. D.)-Bogazici University. Institute for Graduate Studies in …, 2020 | | 2020 |
| The role of quadratic Lyapunov functions in averaging based consensus algorithms G Aydemir Fen Bilimleri Enstitüsü, 2014 | | 2014 |
Burak AcarProfessor of Electrical & Electronics Eng., Bogazici UniversityAdresse e-mail validée de boun.edu.tr