Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning
Physiological Measurement, Vol. 42, No. 9, Ocak 2021, ISSN: 0967-3334
KHAN KALEEM NAWAZ, KHAN FAİQ AHMAD, ABİD ANAM, ÖLMEZ TAMER, DOKUR ZÜMRAY, KHAN MUHAMMAD SALMAN
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Classification of left and right hand motor imagery EEG signals by using deep neural networks
International Journal of Applied Mathematics Electronics and Computers, Vol. 9, Aralık 2021, ISSN: 2147-8228
ABİLZADE LEYLA, KORHAN NURİ, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Heartbeat classification by using a convolutional neural network trained with Walsh functions
Neural Computing and Applications, Vol. 32, No. 16, Ocak 2020, s. 12515-12534, ISSN: 0941-0643
DOKUR ZÜMRAY,ÖLMEZ TAMER
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Comparison of discrete wavelet and Fourier transforms for ECG beat classification
Electronics Letters, Vol. 35, No. 18, 1999, s. 1502-1504
ÖLMEZ ZÜMRAY,ÖLMEZ TAMER,YAZGAN ERTUĞRUL
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Generating ten BCI commands using four simple motor imageries and classification by divergence-based DNN
Springer Science and Business Media LLC, Eylül 2022, ISSN: 0941-0643
KORHAN NURİ, ÖLMEZ TAMER, DOKUR ZÜMRAY
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Comparative analysis of MABC with KNN, SOM, and ACO algorithms for ECG heartbeat classification
Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 26, No. 6, Kasım 2018, s. 2819-2830, ISSN: 1300-0632
DİLMAÇ SELİM,DOKUR ZÜMRAY,ÖLMEZ TAMER
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Motor Imagery Based EEG Classification by Using Common Spatial Patterns and Convolutional Neural Networks
2019 Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT), Istanbul/TÜRKİYE, 24 Nisan 2019
KORHAN NURİ,ÖLMEZ ZÜMRAY,ÖLMEZ TAMER
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
The International Conference on Computing, Intelligence and Data Analytics, Kocaeli/TÜRKİYE, 16 Eylül 2022
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
Lecture Notes in Networks and Systems, Mart 2023, ISSN: ISSN 2367-3370
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Filter Bank Common Spatio Spectral Patternsfor Motor Imagery Classification
Lecture Notes in Computer Science, No. LNCS 9832, Eylül 2016, s. 69-84
AYHAN YÜKSEL,ÖLMEZ TAMER
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Impact of Noise Elimination Methods on Classification Performance in Motor Imagery EEG
Novel and Intelligent Digital Systems: Proceedings of the 4th International Conference (NiDS 2024), Atina/YUNANİSTAN, Vol. 1170, 25 Eylül 2024, s. 78-89, ISSN: 2367-3370
ÖZKAHRAMAN ALİ,DOKUR ZÜMRAY,ÖLMEZ TAMER
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Filter Bank Common Spatio Spectral Patternsfor Motor Imagery Classification
7th International Conference on Information Technology in Bio- and Medical Informatics (ITBAM 2016 ), 5 Eylül 2016
YÜKSEL AYHAN,ÖLMEZ TAMER
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Classification of Left and Right Hand Motor Imagery EEG Signals by Using Deep Neural Networks
9th International Conference on Advanced Technologies ICAT 2020, İstanbul/TÜRKİYE, 10 Ağustos 2020
ABİLZADE LEYLA,KORHAN NURİ,ÖLMEZ TAMER,DOKUR ZÜMRAY
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X-Ray Chest Image Classification by A Small-Sized Convolutional Neural Network
2019 Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT), Istanbul/TÜRKİYE, 24 Nisan 2019
KESİM EGE,ÖLMEZ ZÜMRAY,ÖLMEZ TAMER
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Classification of heart sounds by using wavelet transform
Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology, Vol. 3, No. 1, 23 Ekim 2002, s. 128-129
SAY ÖZGÜR,ÖLMEZ ZÜMRAY,ÖLMEZ TAMER
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Nature Inspired Algorithm MABC for Clustering and Classification of ECG Heart beats usinig time and frequency domain features
ELECO-2017, Bursa/TÜRKİYE, 30 Kasım 2017
DİLMAÇ SELİM,ÖLMEZ TAMER
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WITH DEEP LEARNING NETWORKS CLASSIFICATION OF THREEDIMENSIONAL OBJECTS
4. INTERNATIONAL CAPPADOCIA SCIENTIFIC RESEARCH CONGRESS, Nevşehir/TÜRKİYE, 16 Nisan 2023
İNANÇ ENES, ÖLMEZ TAMER
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Pneumonia Detection and Classification Using Deep Learning on Chest X-Ray Images
International Journal of Intelligent Systems and Applications in Engineering, Vol. 8, No. 4, Ocak 2020, s. 177-183, ISSN: 2147-6799
DARICI MUAZZEZ BUKET,DOKUR ZÜMRAY,ÖLMEZ TAMER
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A case study for implementation of the classification scheme introduced in the new sound insulation regulation in Turkey
INTER-NOISE 2017 46th International Congress and Exposition on Noise Control Engineering, 27 Ağustos 2017, s. 3793-3804
ŞENTOP AYÇA,BAYAZIT NURGÜN,KURRA SELMA,DEMİR DİLARA
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A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability
Medical & Biological Engineering & Computing, Vol. 59, Ağustos 2021, s. 1545-1561, ISSN: 0140-0118
ALBAYRAK ABDÜLKADİR, ÜNLÜ AKHAN ASLI, ÇALIK NURULLAH, ÇAPAR ABDULKERİM, BİLGİN GÖKHAN, TÖREYİN BEHÇET UĞUR, MÜEZZİNOĞLU BAHAR, TÜRKMEN İLKNUR, DURAK ATA LÜTFİYE
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