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TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
Turk J Elec Eng & Comp Sci
E-ISSN: 1303-6203
ISSN: 1300-0632
Year: 2021 Volume: 29 Number: SI-1
  • Cover and Contents


    1. A hybrid convolutional neural network approach for feature selection and disease classification
      PRAJNA PARAMITA DEBATA, PUSPANJALI MOHAPATRA
      Turk J Elec Eng & Comp Sci, 29, (2021), 2580-2599
      Abstract   Full Text: PDF

    2. Malignant skin melanoma detection using image augmentation by oversampling in nonlinear lower-dimensional embedding manifold
      Olusola Oluwakemi Abayomi-Alli, ROBERTAS DAMASEVICIUS, SANJAY MISRA, RYTIS MASKELIUNAS, Adebayo Abayomi-Alli
      Turk J Elec Eng & Comp Sci, 29, (2021), 2600-2614
      Abstract   Full Text: PDF

    3. Brain tumor detection from MRI images with using proposed deep learning model: the partial correlation-based channel selection
      ATINÇ YILMAZ
      Turk J Elec Eng & Comp Sci, 29, (2021), 2615-2633
      Abstract   Full Text: PDF

    4. Benchmarking of deep learning algorithms for skin cancer detection based on a hybrid framework of entropy and VIKOR techniques
      BAIDAA AL-BANDER, QAHTAN M. YAS, HUSSAIN MAHDI, RWAYDA KH. S. AL-HAMD
      Turk J Elec Eng & Comp Sci, 29, (2021), 2634-2648
      Abstract   Full Text: PDF

    5. Employing deep learning architectures for image-based automatic cataract diagnosis
      EMRULLAH ACAR, ÖMER TÜRK, ÖMER FARUK ERTUĞRUL, ERDOĞAN ALDEMİR
      Turk J Elec Eng & Comp Sci, 29, (2021), 2649-2662
      Abstract   Full Text: PDF

    6. A deep transfer learning based model for automatic detection of COVID-19 from chest X-rays
      PRATEEK CHHIKARA, PRAKHAR GUPTA, PRABHJOT SINGH, TARUNPREET BHATIA
      Turk J Elec Eng & Comp Sci, 29, (2021), 2663-2679
      Abstract   Full Text: PDF

    7. Attention-based end-to-end CNN framework for content-based X-ray image retrieval
      ŞABAN ÖZTÜRK, ADI ALHUDHAIF, KEMAL POLAT
      Turk J Elec Eng & Comp Sci, 29, (2021), 2680-2693
      Abstract   Full Text: PDF

    8. Classification of P300 based brain computer interface systems using long short-term memory (LSTM) neural networks with feature fusion
      ALİ OSMAN SELVİ, ABDULLAH FERİKOĞLU, DERYA GÜZEL
      Turk J Elec Eng & Comp Sci, 29, (2021), 2694-2715
      Abstract   Full Text: PDF

    9. Deep learning-based COVID-19 detection system using pulmonary CT scans
      RAJIT NAIR, ADI ALHUDHAIF, DEEPIKA KOUNDAL, RUMI IQBAL DOEWES, PREETI SHARMA
      Turk J Elec Eng & Comp Sci, 29, (2021), 2716-2727
      Abstract   Full Text: PDF

    10. MRI based genomic analysis of glioma using three pathway deep convolutional neural network for IDH classification
      SONAL GORE, JAYANT JAGTAP
      Turk J Elec Eng & Comp Sci, 29, (2021), 2728-2741
      Abstract   Full Text: PDF

    11. Leukocyte classification based on feature selection using extra trees classifier: a transfer learning approach
      DIANA BABY, SUJITHA JULIET DEVARAJ, JUDE HEMANTH, ANISHIN RAJ M M
      Turk J Elec Eng & Comp Sci, 29, (2021), 2742-2757
      Abstract   Full Text: PDF

    12. Evolution of histopathological breast cancer images classification using stochastic dilated residual ghost model
      RAMGOPAL KASHYAP
      Turk J Elec Eng & Comp Sci, 29, (2021), 2758-2779
      Abstract   Full Text: PDF

    13. Medical image fusion with convolutional neural network in multiscale transform domain
      ASAN ABAS, HASAN ERDİNÇ KOÇER, NURDAN BAYKAN
      Turk J Elec Eng & Comp Sci, 29, (2021), 2780-2794
      Abstract   Full Text: PDF

    14. New normal: cooperative paradigm for COVID-19 timely detection and containment using Internet of things and deep learning
      FAROOQUE HASSAN KUMBHAR, Ali Hassan Syed, SOO YOUNG SHIN
      Turk J Elec Eng & Comp Sci, 29, (2021), 2795-2806
      Abstract   Full Text: PDF

    15. A transfer learning-based deep learning approach for automated COVID-19 diagnosis with audio data
      DEVRİM AKGÜN, ABDULLAH TALHA KABAKUŞ, ZEHRA KARAPINAR ŞENTÜRK, ARAFAT ŞENTÜRK, ENVER KÜÇÜKKÜLAHLI
      Turk J Elec Eng & Comp Sci, 29, (2021), 2807-2823
      Abstract   Full Text: PDF

    16. Deep hyperparameter transfer learning for diabetic retinopathy classification
      MAHESH PATIL, SATYADHYAN CHICKERUR, YESHWANTH KUMAR V S, VIJAYALAKSHMI BAKALE, SHANTALA GIRADDI, VIVEKANAND ROODAGI, YASHASWINI KULKARNI
      Turk J Elec Eng & Comp Sci, 29, (2021), 2824-2839
      Abstract   Full Text: PDF

    17. Detection of amyotrophic lateral sclerosis disease by variational mode decomposition and convolution neural network methods from event-related potential signals
      FATMA LATİFOĞLU, FIRAT ORHAN BULUCU, RAMİS İLERİ
      Turk J Elec Eng & Comp Sci, 29, (2021), 2840-2854
      Abstract   Full Text: PDF

    18. Improved cell segmentation using deep learning in label-free optical microscopy images
      AYDIN AYANZADEH, ÖZDEN YALÇIN ÖZUYSAL, DEVRİM PESEN OKVUR, SEVGİ ÖNAL, BEHÇET UĞUR TÖREYİN, DEVRİM ÜNAY
      Turk J Elec Eng & Comp Sci, 29, (2021), 2855-2868
      Abstract   Full Text: PDF

    19. Attention augmented residual network for tomato disease detection and classification
      GETINET YILMA ABAWATEW, SEID BELAY, KUMIE GEDAMU, MAREGU ASSEFA, MELESE AYALEW, ARIYO OLUWASANMI, ZHIGUANG QIN
      Turk J Elec Eng & Comp Sci, 29, (2021), 2869-2885
      Abstract   Full Text: PDF

    20. Diagnosis of paroxysmal atrial fibrillation from thirty-minute heart rate variability data using convolutional neural networks
      MURAT SÜRÜCÜ, YALÇIN İŞLER, RESUL KARA
      Turk J Elec Eng & Comp Sci, 29, (2021), 2886-2900
      Abstract   Full Text: PDF