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Author

Nalan Özkurt

Observed names: N. Ozkurt, NALAN ÖZKURT, Nalan OZKURT, Nalan Ozkurt, Nalan ÖZKURT, Nalan ÖZkurt
Institution: Yaşar University
ORCID: 0000-0002-7970-198X
Observed ORCID: 0000-0002-7970-198X
OpenAlex ID: A5068206092
Convolutional Neural Network Hyperparameter Tuning with Adam Optimizer for ECG Classification
2020 · Sena Yagmur SEN, Nalan OZKURT · Innovations in Intelligent Systems and Applications Conference (ASYU) · 90
Emotion Classification from EEG Signals in Convolutional Neural Networks
2019 · Hayriye Donmez, Nalan Ozkurt · Innovations in Intelligent Systems and Applications Conference (ASYU) · 51
A review of ADHD detection studies with machine learning methods using rsfMRI data
2024 · Gurcan Taspinar, Nalan Ozkurt · NMR in Biomedicine · 34
ECG Arrhythmia Classification By Using Convolutional Neural Network And Spectrogram
2019 · Sena Yagmur SEN, Nalan OZKURT · Innovations in Intelligent Systems and Applications Conference (ASYU) · 33
Determination of wavelet ridges of nonstationary signals by singular value decomposition
2005 · N. Ozkurt, F.A. Savaci · IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing · 32
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Classification of Emg Signals Using Convolution Neural Network
2020 · Kaan Bakırcıoğlu, Nalan Özkurt · International Journal of Applied Mathematics Electronics and Computers · 25
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Wavelet feature extraction for ECG beat classification
2014 · Sani Saminu, Nalan Ozkurt, et al. · IEEE International Conference on Adaptive Science & Technology · 22
ECG Beat Arrhythmia Classification by using 1-D CNN in case of Class Imbalance
2019 · Çağla Sarvan, Nalan Özkurt · Medical Technologies Congress (TIPTEKNO) · 17
EEG motor movement classification based on cross-correlation with effective channel
2018 · Mohand Lokman Al-dabag, Nalan Ozkurt · Signal Image and Video Processing · 16
The Circuit Implementation of a Wavelet Function Approximator
2002 · Nalan Özkurt, F. Acar Savaci, et al. · Analog Integrated Circuits and Signal Processing · 15
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Feature Selection and Classification of EEG Finger Movement Based on Genetic Algorithm
2018 · Mohand Lokman, Al Dabag, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 12
3D CNN Based Automatic Diagnosis of ADHD Using fMRI Volumes
2023 · Gürcan TAŞPINAR, Nalan ÖZKURT · Deu Muhendislik Fakultesi Fen ve Muhendislik · 9
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Wavelet ridges for musical instrument classification
2011 · M. Erdal Özbek, Nalan Özkurt, et al. · Journal of Intelligent Information Systems · 9
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Performance analysis of the speech enhancement application with wavelet transform domain adaptive filters
2023 · Elif Özen Acarbay, Nalan Özkurt · International Journal of Speech Technology · 7
Multi Channel EEG Based Biometric System with a Custom Designed Convolutional Neural Network
2022 · Kaan Bakırcıoglu, Musa Bindawa Tanimu, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 6
Speech Noise Reduction with Wavelet Transform Domain Adaptive Filters
2021 · Elif Ozen, Nalan Ozkurt · Global Congress on Electrical Engineering (GC-ElecEng) · 6
Discrete and Dual Tree Wavelet Features for Real-Time Speech/Music Discrimination
2011 · Timur Düzenli, Nalan Özkurt · ISRN Signal Processing · 6
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The implementation of nonlinear dynamical systems with wavelet network
2005 · Nalan Özkurt, F. Acar Savacı · AEU - International Journal of Electronics and Communications · 6
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The circuit realization of Mexican Hat wavelet function
2005 · Nalan Özkurt, F. Acar Savacı, et al. · AEU - International Journal of Electronics and Communications · 6
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Multiwavelet feature sets for ECG beat classification
2017 · Cagla Sarvan, Nalan Ozkurt · Signal Processing and Communications Applications Conference (SIU) · 5
Reconstruction of Nonstationary Signals Along the Wavelet Ridges
2006 · NALAN ÖZKURT, F. ACAR SAVACI · International Journal of Bifurcation and Chaos · 5
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PrepAnnECG: A user friendly MATLAB ECG preprocessing and annotation GUI for health professionals
2023 · Nalan Ozkurt · SoftwareX · 4
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Electricity Energy Forecasting for Turkey: A Review of the Years 2003–2020
2021 · Nalan Özkurt, Hacer Şekerci Öztura, et al. · Turkish Journal of Electrical Power and Energy Systems · 4
24-hour Electricity Consumption Forecasting for Day Ahead Market with Long Short Term Memory Deep Learning Model
2020 · Nalan Özkurt, Hacer Şekerci Öztura, et al. · International Conference on Electrical and Electronics Engineering · 4
Arrhythmia Detection with Custom Designed Wavelet-based Convolutional Autoencoder
2023 · Öykü Eravcı, Nalan Özkurt · International Conference on Innovations in Intelligent Systems and Applications (INISTA) · 3
Works count: 59
Citation count: 474
H-index: 11
I10-index: 11
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