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Abdullah Caliskan
Abdullah Caliskan
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Year
A New Efficient Training Strategy for Deep Neural Networks by Hybridization of Artificial Bee Colony and Limited–memory BFGS Optimization Algorithms
H Badem, A Basturk, A Caliskan, ME Yuksel
Neurocomputing 266 (2017), 506-526, 2017
1202017
Diagnosis of The Parkinson Disease by Using Deep Neural Network Classifier
A Caliskan, H Badem, B Alper, ME Yuksel
IU-Journal of Electrical & Electronics Engineering 17 (2), 3311-3318, 2017
1032017
Drug-resistant Staphylococcus aureus bacteria detection by combining surface-enhanced Raman spectroscopy (SERS) and deep learning techniques
FU Ciloglu, A Caliskan, AM Saridag, IH Kilic, M Tokmakci, M Kahraman, ...
Scientific reports 11 (1), 18444, 2021
632021
Performance enhancement of energy extraction capability for fuel cell implementations with improved Cuckoo search algorithm
M İnci, A Caliskan
International Journal of Hydrogen Energy 45 (19), 11309-11320, 2020
632020
A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization
H Badem, A Basturk, A Caliskan, ME Yuksel
Applied Soft Computing 70, 826-844, 2018
562018
Performance improvement of deep neural network classifiers by a simple training strategy
A Caliskan, ME Yuksel, H Badem, A Basturk
Engineering Applications of Artificial Intelligence 67, 14-23, 2018
552018
Classification of coronary artery disease data sets by using a deep neural network
A Caliskan, ME Yuksel
The Eurobiotech Journal 1 (4), 271-277, 2017
492017
A deep neural network classifier for decoding human brain activity based on magnetoencephalography
A Caliskan, ME Yuksel, H Badem, A Basturk
Elektronika ir Elektrotechnika 23 (2), 63-67, 2017
322017
Classification of high resolution hyperspectral remote sensing data using deep neural networks
ME Yuksel, NS Basturk, H Badem, A Caliskan, A Basturk
Journal of Intelligent & Fuzzy Systems 34 (4), 2273-2285, 2018
292018
Regression-based neuro-fuzzy network trained by ABC algorithm for high-density impulse noise elimination
A Caliskan, ZA Cil, H Badem, D Karaboga
IEEE Transactions on Fuzzy Systems 28 (6), 1084-1095, 2020
252020
Classification and diagnosis of the parkinson disease by stacked autoencoder
H Badem, A Caliskan, A Basturk, ME Yuksel
2016 National Conference on Electrical, Electronics and Biomedical …, 2016
242016
Transfer learning to detect neonatal seizure from electroencephalography signals
A Caliskan, S Rencuzogullari
Neural Computing and Applications 33 (18), 12087-12101, 2021
222021
Classification of human activity by using a Stacked Autoencoder
H Badem, A Caliskan, A Basturk, ME Yuksel
2016 medical technologies national congress (TIPTEKNO), 1-4, 2016
212016
Deep neural network based diagnosis system for melanoma skin cancer
A Baştürk, ME Yüksel, H Badem, A Caliskan
Signal Processing and Communications Applications Conference (SIU), 2017 …, 2017
192017
Prediction of leakage from an axial piston pump slipper with circular dimples using deep neural networks
Ö Özmen, C Sinanoğlu, A Caliskan, H Badem
Chinese Journal of Mechanical Engineering 33, 1-11, 2020
182020
Deep neural network classifier for hand movement prediction
A Baştürk, ME Yüksel, A Caliskan, H Badem
2017 25th Signal Processing and Communications Applications Conference (SIU …, 2017
102017
Feature selection based on artificial bee colony for parkinson disease diagnosis
H Badem, D Turkusagi, A Caliskan, ZA Çil
2019 Medical Technologies Congress (TIPTEKNO), 1-4, 2019
72019
EMG SİNYALLERİ İÇİN HİBRİD ÖZNİTELİK ÇIKARMA YÖNTEMİ GELİŞTİRİLMESİ
A Çalışkan
Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi 8 (2), 652-664, 2019
72019
The effect of autoencoders over reducing the dimensionality of a dermatology data set
A Caliskan, H Badem, A Basturk, ME Yuksel
2016 Medical Technologies National Congress (TIPTEKNO), 1-4, 2016
42016
Derin sinir ağının sınıflandırma başarımının artırılması için yeni bir eğitim stratejisi geliştirilmesi ve biyomedikal veri setleri üzerinde test edilmesi
A Caliskan
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Biyomedikal Mühendisliği …, 2017
32017
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