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Görkem SERBES
Görkem SERBES
American International University
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Year
A comparative analysis of speech signal processing algorithms for Parkinson’s disease classification and the use of the tunable Q-factor wavelet transform
CO Sakar, G Serbes, A Gunduz, HC Tunc, H Nizam, BE Sakar, M Tutuncu, ...
Applied Soft Computing 74, 255-263, 2019
4342019
An open access database for the evaluation of respiratory sound classification algorithms
BM Rocha, D Filos, L Mendes, G Serbes, S Ulukaya, YP Kahya, ...
Physiological measurement 40 (3), 035001, 2019
2062019
Analyzing the effectiveness of vocal features in early telediagnosis of Parkinson's disease
B Erdogdu Sakar, G Serbes, CO Sakar
PloS one 12 (8), e0182428, 2017
1322017
An automated lung sound preprocessing and classification system based onspectral analysis methods
G Serbes, S Ulukaya, YP Kahya
Precision Medicine Powered by pHealth and Connected Health: ICBHI 2017 …, 2018
942018
Pulmonary crackle detection using time–frequency and time–scale analysis
G Serbes, CO Sakar, YP Kahya, N Aydin
Digital Signal Processing 23 (3), 1012-1021, 2013
942013
A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods
HO Ilhan, IO Sigirci, G Serbes, N Aydin
Medical & biological engineering & computing 58, 1047-1068, 2020
522020
Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection
G Serbes, CO Sakar, YP Kahya, N Aydin
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
502011
Short Time Fourier Transform based music genre classification
A Elbir, HO İlhan, G Serbes, N Aydın
2018 Electric Electronics, Computer Science, Biomedical Engineerings …, 2018
452018
A lung sound classification system based on the rational dilation wavelet transform
S Ulukaya, G Serbes, I Sen, YP Kahya
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
332016
Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion
S Ulukaya, G Serbes, YP Kahya
Biomedical Signal Processing and Control 38, 322-336, 2017
322017
Estimation of Parkinson’s disease severity using speech features and extreme gradient boosting
HC Tunc, CO Sakar, H Apaydin, G Serbes, A Gunduz, M Tutuncu, ...
Medical & Biological Engineering & Computing 58, 2757-2773, 2020
292020
Impact of car arrival/departure patterns on EV parking lot energy storage capacity
S Guner, A Ozdemir, G Serbes
2016 International Conference on Probabilistic Methods Applied to Power …, 2016
282016
Automated sperm morphology analysis approach using a directional masking technique
HO Ilhan, G Serbes, N Aydin
Computers in Biology and Medicine 122, 103845, 2020
262020
An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning
G Serbes, BE Sakar, HO Gulcur, N Aydin
Applied Soft Computing 37, 87-94, 2015
242015
Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals
G Serbes, N Aydin
Medical & biological engineering & computing 52, 29-43, 2014
212014
Denoising embolic Doppler ultrasound signals using dual tree complex discrete wavelet transform
G Serbes, N Aydin
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
192010
Decision and feature level fusion of deep features extracted from public COVID-19 data-sets
HO Ilhan, G Serbes, N Aydin
Applied Intelligence, 1-21, 2022
182022
Modified dual tree complex wavelet transform for processing quadrature signals
G Serbes, N Aydin
Biomedical Signal Processing and Control 6 (3), 301-306, 2011
182011
Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique
S Ulukaya, G Serbes, YP Kahya
Computers in biology and medicine 104, 175-182, 2019
172019
A complex discrete wavelet transform for processing quadrature Doppler ultrasound signals
G Serbes, N Aydin
2009 9th International Conference on Information Technology and Applications …, 2009
132009
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