Prati
Nizamettin AYDIN
Nizamettin AYDIN
İstanbul Technical University
Potvrđena adresa e-pošte na itu.edu.tr - Početna stranica
Naslov
Citirano
Citirano
Godina
Binary black hole algorithm for feature selection and classification on biological data
E Pashaei, N Aydin
Applied Soft Computing 56, 94-106, 2017
1932017
Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases
S Nematzadeh, F Kiani, M Torkamanian-Afshar, N Aydin
Computational biology and chemistry 97, 107619, 2022
1622022
Dynamic programming-based multi-vehicle longitudinal trajectory optimization with simplified car following models
Y Wei, C Avcı, J Liu, B Belezamo, N Aydın, PT Li, X Zhou
Transportation research part B: methodological 106, 102-129, 2017
1602017
Meta-analysis of miRNA expression profiles for prostate cancer recurrence following radical prostatectomy
E Pashaei, E Pashaei, M Ahmady, M Ozen, N Aydin
PloS one 12 (6), e0179543, 2017
1342017
Music genre classification and music recommendation by using deep learning
A Elbir, N Aydin
Electronics Letters 56 (12), 627-629, 2020
1132020
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
1052013
The use of the wavelet transform to describe embolic signals
N Aydin, S Padayachee, HS Markus
Ultrasound in medicine & biology 25 (6), 953-958, 1999
1041999
Gene selection using hybrid binary black hole algorithm and modified binary particle swarm optimization
E Pashaei, E Pashaei, N Aydin
Genomics 111 (4), 669-686, 2019
972019
Embolic Doppler ultrasound signal detection using discrete wavelet transform
N Aydin, F Marvasti, HS Markus
Information Technology in Biomedicine, IEEE Transactions on 8 (2), 182-190, 2004
962004
Music genre classification and recommendation by using machine learning techniques
A Elbir, HB Çam, ME Iyican, B Öztürk, N Aydin
2018 Innovations in intelligent systems and applications conference (ASYU), 1-5, 2018
792018
Quadrature-to-directional format conversion of Doppler signals using digital methods
N Aydin, L Fan, DH Evans
Physiological measurement 15, 181, 1994
751994
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
732020
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
572011
Short Time Fourier Transform based music genre classification
A Elbir, HO İlhan, G Serbes, N Aydın
2018 Electric Electronics, Computer Science, Biomedical Engineerings …, 2018
512018
Optimization of processing parameters for the analysis and detection of embolic signals
N Aydin, HS Markus
European Journal of ultrasound 12 (1), 69-80, 2000
512000
Implementation of directional Doppler techniques using a digital signal processor
N Aydin, DH Evans
Medical and Biological Engineering and Computing 32, 157-164, 1994
481994
An optimal feature parameter set based on gated recurrent unit recurrent neural networks for speech segment detection
Ö BATUR DİNLER, N Aydin
Applied Sciences 10 (4), 1273, 2020
462020
Gene selection and classification approach for microarray data based on Random Forest Ranking and BBHA
E Pashaei, M Ozen, N Aydin
2016 IEEE-EMBS international conference on biomedical and health informatics …, 2016
442016
Multi-model CNN fusion for sperm morphology analysis
M Yüzkat, HO Ilhan, N Aydin
Computers in biology and medicine 137, 104790, 2021
432021
Compensatory fuzzy neural networks-based intelligent detection of abnormal neonatal cerebral Doppler ultrasound waveforms
H Seker, DH Evans, N Aydin, E Yazgan
IEEE transactions on information technology in biomedicine 5 (3), 187-194, 2001
412001
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