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Serkan Kiranyaz
Mustafa Serkan Kiranyaz
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2020 – today
- 2025
- [j103]Mohammad Hesam Soleimani-Babakamali
, Roksana Soleimani-Babakamali, Arash Kashfi-Yeganeh, Kourosh Nasrollahzadeh, Onur Avci, Serkan Kiranyaz, Ertugrul Taciroglu
:
Multi-Source Transfer Learning for zero-shot Structural Damage Detection. Appl. Soft Comput. 169: 112519 (2025) - 2024
- [j102]Aysen Degerli
, Serkan Kiranyaz
, Tahir Hamid, Rashid Mazhar
, Moncef Gabbouj
:
Early myocardial infarction detection over multi-view echocardiography. Biomed. Signal Process. Control. 87(Part B): 105448 (2024) - [j101]Sakib Mahmud
, Muhammad E. H. Chowdhury
, Serkan Kiranyaz, Nasser Al-Emadi, Anas M. Tahir
, Md. Shafayet Hossain, Amith Khandakar, Somaya Al-Máadeed:
Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN. Eng. Appl. Artif. Intell. 128: 107514 (2024) - [j100]Sakib Mahmud
, Muhammad E. H. Chowdhury
, Moajjem Hossain Chowdhury
, Abdulrahman Alqahtani
, Zaid Bin Mahbub, Faycal Bensaali, Serkan Kiranyaz:
Restoration of magnetohydrodynamic-corrupted 12-lead electrocardiogram to enhance cardiac monitoring during magnetic resonance imaging. Eng. Appl. Artif. Intell. 133: 108483 (2024) - [j99]Promit Basak
, A. H. M. Nazmus Sakib, Muhammad E. H. Chowdhury
, Nasser Al-Emadi, Huseyin Cagatay Yalcin, Shona Pedersen, Sakib Mahmud
, Serkan Kiranyaz, Somaya Al-Máadeed:
A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN. Expert Syst. Appl. 235: 121196 (2024) - [j98]Sakib Mahmud
, Muhammad E. H. Chowdhury, Serkan Kiranyaz, Malisha Islam Tapotee, Purnata Saha, Anas M. Tahir, Amith Khandakar, Abdulrahman Alqahtani:
Wearable wrist to finger photoplethysmogram translation through restoration using super operational neural networks based 1D-CycleGAN for enhancing cardiovascular monitoring. Expert Syst. Appl. 246: 123167 (2024) - [j97]Alper Yildirim
, Serkan Kiranyaz:
Smart binary phase-coding for pulse-compression radar: An electronic protection technique against repeater jamming. IET Wirel. Sens. Syst. 14(3): 47-55 (2024) - [j96]Mete Ahishali
, Mehmet Yamac
, Serkan Kiranyaz
, Moncef Gabbouj
:
Operational Support Estimator Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8442-8458 (2024) - [j95]Mete Ahishali
, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
:
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification. Pattern Recognit. 156: 110765 (2024) - [j94]Alexander Ulrichsen
, Paul Murray
, Stephen Marshall
, Moncef Gabbouj
, Serkan Kiranyaz
, Mehmet Yamaç
, Nour Aburaed
:
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1470-1484 (2024) - [j93]Serkan Kiranyaz
, Junaid Malik
, Mehmet Yamac
, Mert Duman
, Ilke Adalioglu
, Esin Guldogan, Turker Ince
, Moncef Gabbouj
:
Super Neurons. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 206-228 (2024) - [c79]Tuomas Jalonen, Mohammad Al Sa'd, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. ICIT 2024: 1-7 - [i76]Mohammad Al Sa'd, Tuomas Jalonen, Serkan Kiranyaz, Moncef Gabbouj:
Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults. CoRR abs/2401.01172 (2024) - [i75]Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. CoRR abs/2402.06530 (2024) - [i74]Ozer Can Devecioglu, Serkan Kiranyaz, Zafer Yilmaz, Onur Avci, Moncef Gabbouj, Ertugrul Taciroglu:
High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs. CoRR abs/2407.11040 (2024) - [i73]Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj:
BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network. CoRR abs/2407.13949 (2024) - [i72]Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Blind Underwater Image Restoration using Co-Operational Regressor Networks. CoRR abs/2412.03995 (2024) - [i71]Ilke Adalioglu, Serkan Kiranyaz, Mete Ahishali, Aysen Degerli, Tahir Hamid, Rahmat Ghaffar, Ridha Hamila, Moncef Gabbouj:
Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration. CoRR abs/2412.06445 (2024) - 2023
- [j92]Zina Chkirbene
, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz, Nasser Al-Emadi:
D2DLive: Iterative live video streaming algorithm for D2D networks. Comput. Networks 229: 109734 (2023) - [j91]Nabil Ibtehaz, Muhammad Enamul Hoque Chowdhury
, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Susu M. Zughaier:
RamanNet: a generalized neural network architecture for Raman spectrum analysis. Neural Comput. Appl. 35(25): 18719-18735 (2023) - [j90]Mete Ahishali
, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
:
Representation based regression for object distance estimation. Neural Networks 158: 15-29 (2023) - [j89]Muhammad Uzair Zahid
, Serkan Kiranyaz
, Moncef Gabbouj
:
Global ECG Classification by Self-Operational Neural Networks With Feature Injection. IEEE Trans. Biomed. Eng. 70(1): 205-215 (2023) - [j88]Mehmet Yamaç
, Ugur Akpinar
, Erdem Sahin
, Serkan Kiranyaz
, Moncef Gabbouj
:
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. IEEE Trans. Image Process. 32: 5637-5651 (2023) - [j87]Mehmet Yamaç
, Mete Ahishali
, Serkan Kiranyaz
, Moncef Gabbouj
:
Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing. IEEE Trans. Neural Networks Learn. Syst. 34(1): 290-304 (2023) - [j86]Moncef Gabbouj
, Serkan Kiranyaz
, Junaid Malik
, Muhammad Uzair Zahid
, Turker Ince
, Muhammad E. H. Chowdhury
, Amith Khandakar
, Anas Tahir:
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9363-9374 (2023) - [c78]Ilke Adalioglu, Mete Ahishali
, Aysen Degerli
, Serkan Kiranyaz, Moncef Gabbouj
:
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography. CinC 2023: 1-4 - [i70]Tuomas Jalonen
, Mohammad Al Sa'd, Roope Mellanen, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks. CoRR abs/2302.11947 (2023) - [i69]Ozer Can Devecioglu, Serkan Kiranyaz, Amer Elhmes, Sadok Sassi, Turker Ince, Onur Avci, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu, Moncef Gabbouj:
Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. CoRR abs/2305.07960 (2023) - [i68]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Operational Support Estimator Networks. CoRR abs/2307.06065 (2023) - [i67]Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj:
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography. CoRR abs/2309.15520 (2023) - [i66]Promit Basak, A. H. M. Nazmus Sakib, Muhammad E. H. Chowdhury, Nasser Al-Emadi, Huseyin Cagatay Yalcin, Shona Pedersen, Sakib Mahmud, Serkan Kiranyaz, Somaya Al-Máadeed:
A Novel Deep Learning Technique for Morphology Preserved Fetal ECG Extraction from Mother ECG using 1D-CycleGAN. CoRR abs/2310.03759 (2023) - [i65]Tuomas Jalonen, Mohammad Al Sa'd, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. CoRR abs/2311.18547 (2023) - [i64]Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Moncef Gabbouj:
Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery. CoRR abs/2312.10742 (2023) - 2022
- [j85]Md. Shafayet Hossain
, Mamun Bin Ibne Reaz
, Muhammad Enamul Hoque Chowdhury
, Sawal Hamid Md. Ali
, Ahmad Ashrif A. Bakar
, Serkan Kiranyaz
, Amith Khandakar
, Mohammed Alhatou
, Rumana Habib
:
Motion Artifacts Correction From EEG and fNIRS Signals Using Novel Multiresolution Analysis. IEEE Access 10: 29760-29777 (2022) - [j84]Hanadi Hassen Mohammed
, Junaid Malik
, Somaya Al-Máadeed
, Serkan Kiranyaz:
2D Self-organized ONN model for Handwritten Text Recognition. Appl. Soft Comput. 127: 109311 (2022) - [j83]Arafat Rahman
, Muhammad Enamul Hoque Chowdhury
, Amith Khandakar
, Anas M. Tahir
, Nabil Ibtehaz
, Md. Shafayet Hossain
, Serkan Kiranyaz, Junaid Malik
, Haya Monawwar
, Muhammad Abdul Kadir
:
Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs. Comput. Biol. Medicine 142: 105238 (2022) - [j82]Anas M. Tahir
, Yazan Qiblawey, Amith Khandakar, Tawsifur Rahman
, Uzair Khurshid, Farayi Musharavati, Mohammad Tariqul Islam, Serkan Kiranyaz, Somaya Al-Máadeed, Muhammad Enamul Hoque Chowdhury
:
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images. Cogn. Comput. 14(5): 1752-1772 (2022) - [j81]Junaid Malik
, Serkan Kiranyaz
, Riyadh Al-Raoush, Olivier Monga
, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj
, Philippe C. Baveye:
3D Quantum Cuts for automatic segmentation of porous media in tomography images. Comput. Geosci. 159: 105017 (2022) - [j80]Muhammad Asif Khan
, Ridha Hamila, Adel Gastli, Serkan Kiranyaz, Nasser Ahmed Al-Emadi:
ML-Based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks. J. Netw. Syst. Manag. 30(4): 72 (2022) - [j79]Oumaima Hamila
, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid:
Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography. Multim. Tools Appl. 81(26): 37417-37439 (2022) - [j78]Mohammad Al Sa'd
, Serkan Kiranyaz
, Iftikhar Ahmad, Christian Sundell, Matti Vakkuri, Moncef Gabbouj
:
A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras. Sensors 22(2): 418 (2022) - [j77]Md. Shafayet Hossain
, Muhammad Enamul Hoque Chowdhury
, Mamun Bin Ibne Reaz
, Sawal Hamid Md. Ali
, Ahmad Ashrif A. Bakar
, Serkan Kiranyaz, Amith Khandakar
, Mohammed Alhatou
, Rumana Habib
, Muhammad Maqsud Hossain
:
Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis. Sensors 22(9): 3169 (2022) - [j76]Fahmida Haque
, Mamun Bin Ibne Reaz
, Muhammad Enamul Hoque Chowdhury
, Maymouna Ezeddin, Serkan Kiranyaz, Mohammed Alhatou, Sawal Hamid Md. Ali
, Ahmad Ashrif A. Bakar
, Geetika Srivastava:
Machine Learning-Based Diabetic Neuropathy and Previous Foot Ulceration Patients Detection Using Electromyography and Ground Reaction Forces during Gait. Sensors 22(9): 3507 (2022) - [j75]Amith Khandakar
, Muhammad Enamul Hoque Chowdhury
, Mamun Bin Ibne Reaz
, Sawal Hamid Md. Ali
, Serkan Kiranyaz, Tawsifur Rahman
, Moajjem Hossain Chowdhury
, Mohamed Arselene Ayari
, Rashad Alfkey, Ahmad Ashrif A. Bakar
, Rayaz A. Malik
, Anwarul Hasan:
A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images. Sensors 22(11): 4249 (2022) - [j74]Amith Khandakar
, Sakib Mahmud
, Muhammad Enamul Hoque Chowdhury
, Mamun Bin Ibne Reaz
, Serkan Kiranyaz, Zaid Bin Mahbub, Sawal Hamid Ali
, Ahmad Ashrif A. Bakar
, Mohamed Arselene Ayari
, Mohammed Alhatou, Mohammed AbdulMoniem, Md. Ahasan Atick Faisal
:
Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature. Sensors 22(19): 7599 (2022) - [j73]Muhammad Uzair Zahid
, Serkan Kiranyaz
, Turker Ince
, Ozer Can Devecioglu
, Muhammad Enamul Hoque Chowdhury
, Amith Khandakar
, Anas M. Tahir
, Moncef Gabbouj
:
Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network. IEEE Trans. Biomed. Eng. 69(1): 119-128 (2022) - [j72]Junaid Malik
, Ozer Can Devecioglu
, Serkan Kiranyaz
, Turker Ince
, Moncef Gabbouj
:
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. IEEE Trans. Biomed. Eng. 69(5): 1788-1801 (2022) - [j71]Serkan Kiranyaz
, Ozer Can Devecioglu
, Turker Ince
, Junaid Malik
, Muhammad Enamul Hoque Chowdhury
, Tahir Hamid
, Rashid Mazhar
, Amith Khandakar
, Anas Tahir, Tawsifur Rahman
, Moncef Gabbouj
:
Blind ECG Restoration by Operational Cycle-GANs. IEEE Trans. Biomed. Eng. 69(12): 3572-3581 (2022) - [j70]Nabil Ibtehaz
, Muhammad Enamul Hoque Chowdhury
, Amith Khandakar
, Serkan Kiranyaz
, M. Sohel Rahman
, Anas Tahir
, Yazan Qiblawey
, Tawsifur Rahman
:
EDITH : ECG Biometrics Aided by Deep Learning for Reliable Individual Authentication. IEEE Trans. Emerg. Top. Comput. Intell. 6(4): 928-940 (2022) - [c77]Aysen Degerli
, Fahad Sohrab
, Serkan Kiranyaz, Moncef Gabbouj
:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CinC 2022: 1-4 - [c76]Mete Ahishali
, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj
:
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. ICIP 2022: 2296-2300 - [c75]Aysen Degerli
, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
:
Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. ICIP 2022: 2306-2310 - [c74]Turker Ince, Sertac Kilickaya
, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj
:
Improved Domain Adaptation Approach for Bearing Fault Diagnosis. IECON 2022: 1-6 - [c73]Ilyes Mrad, Lutfi Samara, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz:
Federated Learning in NOMA Networks: Convergence, Energy and Fairness-Based Design. PIMRC 2022: 975-981 - [i63]Nabil Ibtehaz, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Susu M. Zughaier, Serkan Kiranyaz, M. Sohel Rahman:
RamanNet: A generalized neural network architecture for Raman Spectrum Analysis. CoRR abs/2201.09737 (2022) - [i62]Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj:
Blind ECG Restoration by Operational Cycle-GANs. CoRR abs/2202.00589 (2022) - [i61]Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj:
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. CoRR abs/2202.09918 (2022) - [i60]Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images. CoRR abs/2202.10185 (2022) - [i59]Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj:
Global ECG Classification by Self-Operational Neural Networks with Feature Injection. CoRR abs/2204.03768 (2022) - [i58]Md. Shafayet Hossain, Muhammad Enamul Hoque Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Ahmad Ashrif A. Bakar, Serkan Kiranyaz, Amith Khandakar, Mohammed Alhatou, Rumana Habib, Muhammad Maqsud Hossain:
Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis. CoRR abs/2204.04533 (2022) - [i57]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR abs/2204.07253 (2022) - [i56]Fahmida Haque
, Mamun Bin Ibne Reaz, Muhammad Enamul Hoque Chowdhury, Serkan Kiranyaz, Mohamed Abdelmoniem, Emadeddin Hussein, Mohammed Shaat, Sawal Hamid Md. Ali, Ahmad Ashrif A. Bakar, Geetika Srivastava, Mohammad Arif Sobhan Bhuiyan, Mohd Hadri Hafiz Mokhtar, Edi Kurniawan:
Evaluating Performance of Machine Learning Models for Diabetic Sensorimotor Polyneuropathy Severity Classification using Biomechanical Signals during Gait. CoRR abs/2205.10581 (2022) - [i55]Mehmet Yamaç, Mert Duman, Ilke Adalioglu, Serkan Kiranyaz, Moncef Gabbouj:
A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance. CoRR abs/2207.07089 (2022) - [i54]Hanadi Hassen Mohammed, Junaid Malik, Somaya Al-Madeed, Serkan Kiranyaz:
2D Self-Organized ONN Model For Handwritten Text Recognition. CoRR abs/2207.08139 (2022) - [i53]Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification. CoRR abs/2209.14770 (2022) - [i52]Mohammad Hesam Soleimani-Babakamali, Roksana Soleimani-Babakamali, Kourosh Nasrollahzadeh, Onur Avci, Serkan Kiranyaz, Ertugrul Taciroglu:
Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping. CoRR abs/2212.04002 (2022) - [i51]Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj:
Zero-Shot Motor Health Monitoring by Blind Domain Transition. CoRR abs/2212.06154 (2022) - [i50]Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu, Muhammad Salman Khan, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Blind Restoration of Real-World Audio by 1D Operational GANs. CoRR abs/2212.14618 (2022) - 2021
- [j69]Aysen Degerli
, Morteza Zabihi, Serkan Kiranyaz
, Tahir Hamid
, Rashid Mazhar
, Ridha Hamila
, Moncef Gabbouj
:
Early Detection of Myocardial Infarction in Low-Quality Echocardiography. IEEE Access 9: 34442-34453 (2021) - [j68]Mete Ahishali
, Aysen Degerli
, Mehmet Yamac
, Serkan Kiranyaz
, Muhammad Enamul Hoque Chowdhury
, Khalid Hameed
, Tahir Hamid
, Rashid Mazhar
, Moncef Gabbouj
:
Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. IEEE Access 9: 41052-41065 (2021) - [j67]Arafat Rahman
, Muhammad Enamul Hoque Chowdhury
, Amith Khandakar
, Serkan Kiranyaz
, Kh Shahriya Zaman
, Mamun Bin Ibne Reaz
, Mohammad Tariqul Islam
, Maymouna Ezeddin
, Muhammad Abdul Kadir
:
Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms. IEEE Access 9: 94625-94643 (2021) - [j66]Turker Ince
, Junaid Malik
, Ozer Can Devecioglu
, Serkan Kiranyaz
, Onur Avci
, Levent Eren
, Moncef Gabbouj
:
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. IEEE Access 9: 139260-139270 (2021) - [j65]Ozer Can Devecioglu
, Junaid Malik
, Turker Ince
, Serkan Kiranyaz
, Eray Atalay
, Moncef Gabbouj
:
Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs. IEEE Access 9: 140031-140041 (2021) - [j64]Tawsifur Rahman
, Amith Khandakar, Yazan Qiblawey
, Anas M. Tahir
, Serkan Kiranyaz, Saad Bin Abul Kashem
, Mohammad Tariqul Islam, Somaya Al-Máadeed, Susu M. Zughaier
, Muhammad Salman Khan
, Muhammad Enamul Hoque Chowdhury
:
Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images. Comput. Biol. Medicine 132: 104319 (2021) - [j63]Amith Khandakar
, Muhammad Enamul Hoque Chowdhury
, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Anwarul Hasan, Serkan Kiranyaz
, Tawsifur Rahman
, Rashad Alfkey, Ahmad Ashrif A. Bakar, Rayaz A. Malik
:
A machine learning model for early detection of diabetic foot using thermogram images. Comput. Biol. Medicine 137: 104838 (2021) - [j62]Anas M. Tahir
, Muhammad Enamul Hoque Chowdhury, Amith Khandakar
, Tawsifur Rahman
, Yazan Qiblawey
, Uzair Khurshid, Serkan Kiranyaz
, Nabil Ibtehaz
, M. Sohel Rahman, Somaya Al-Máadeed, Sakib Mahmud
, Maymouna Ezeddin, Khaled Hameed, Tahir Hamid
:
COVID-19 infection localization and severity grading from chest X-ray images. Comput. Biol. Medicine 139: 105002 (2021) - [j61]Aysen Degerli
, Mete Ahishali
, Mehmet Yamac
, Serkan Kiranyaz
, Muhammad Enamul Hoque Chowdhury
, Khalid Hameed
, Tahir Hamid
, Rashid Mazhar
, Moncef Gabbouj
:
COVID-19 infection map generation and detection from chest X-ray images. Health Inf. Sci. Syst. 9(1): 15 (2021) - [j60]Serkan Kiranyaz
, Junaid Malik
, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis
, Moncef Gabbouj
:
Exploiting heterogeneity in operational neural networks by synaptic plasticity. Neural Comput. Appl. 33(13): 7997-8015 (2021) - [j59]Junaid Malik
, Serkan Kiranyaz
, Moncef Gabbouj
:
Self-organized operational neural networks for severe image restoration problems. Neural Networks 135: 201-211 (2021) - [j58]Serkan Kiranyaz
, Junaid Malik
, Habib Ben Abdallah
, Turker Ince, Alexandros Iosifidis
, Moncef Gabbouj
:
Self-organized Operational Neural Networks with Generative Neurons. Neural Networks 140: 294-308 (2021) - [j57]Mehmet Yamaç
, Mete Ahishali
, Aysen Degerli
, Serkan Kiranyaz
, Muhammad Enamul Hoque Chowdhury
, Moncef Gabbouj
:
Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1810-1820 (2021) - [c72]Aysen Degerli
, Mete Ahishali
, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
:
Reliable Covid-19 Detection using Chest X-Ray Images. ICIP 2021: 185-189 - [c71]Onur Keles
, A. Murat Tekalp, Junaid Malik
, Serkan Kiranyaz:
Self-Organized Residual Blocks For Image Super-Resolution. ICIP 2021: 589-593 - [c70]Junaid Malik
, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
:
Bm3d Vs 2-Layer Onn. ICIP 2021: 1994-1998 - [c69]Mustafa Akin Yilmaz, Onur Keles
, Hilal Güven, Ahmet Murat Tekalp, Junaid Malik
, Serkan Kiranyaz:
Self-Organized Variational Autoencoders (Self-Vae) For Learned Image Compression. ICIP 2021: 3732-3736 - [c68]Mohammad Soltanian, Junaid Malik
, Jenni Raitoharju
, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
:
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. IJCNN 2021: 1-6 - [c67]Zina Chkirbene, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz, Nasser Al-Emadi, Mounir Hamdi:
Cooperative Machine Learning Techniques for Cloud Intrusion Detection. IWCMC 2021: 837-842 - [i49]Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network. CoRR abs/2101.01666 (2021) - [i48]Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Reliable COVID-19 Detection Using Chest X-ray Images. CoRR abs/2101.12254 (2021) - [i47]Yazan Qiblawey, Anas M. Tahir, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Serkan Kiranyaz, Tawsifur Rahman, Nabil Ibtehaz, Sakib Mahmud, Somaya Al-Madeed, Farayi Musharavati:
Detection and severity classification of COVID-19 in CT images using deep learning. CoRR abs/2102.07726 (2021) - [i46]Nabil Ibtehaz, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Anas M. Tahir, Yazan Qiblawey, Tawsifur Rahman:
EDITH : ECG biometrics aided by Deep learning for reliable Individual auTHentication. CoRR abs/2102.08026 (2021) - [i45]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj:
BM3D vs 2-Layer ONN. CoRR abs/2103.03060 (2021) - [i44]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj:
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising. CoRR abs/2103.03070 (2021) - [i43]Arafat Rahman, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Serkan Kiranyaz, Kh Shahriya Zaman, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam, Muhammad Abdul Kadir
:
Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms. CoRR abs/2103.07274 (2021) - [i42]Anas M. Tahir, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Tawsifur Rahman, Yazan Qiblawey, Uzair Khurshid, Serkan Kiranyaz, Nabil Ibtehaz, Mohammad Shohel Rahman, Somaya Al-Madeed, Khaled Hameed, Tahir Hamid, Sakib Mahmud
, Maymouna Ezeddin:
COVID-19 Infection Localization and Severity Grading from Chest X-ray Images. CoRR abs/2103.07985 (2021) - [i41]Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid:
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography. CoRR abs/2103.14734 (2021) - [i40]Mustafa Akin Yilmaz, Onur Keles, Hilal Güven, Ahmet Murat Tekalp, Junaid Malik, Serkan Kiranyaz:
Self-Organized Variational Autoencoders (Self-VAE) for Learned Image Compression. CoRR abs/2105.12107 (2021) - [i39]Amith Khandakar, Muhammad Enamul Hoque Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Anwarul Hasan, Serkan Kiranyaz, Tawsifur Rahman, Rashad Alfkey, Ahmad Ashrif A. Bakar, Rayaz A. Malik:
A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images. CoRR abs/2106.14207 (2021) - [i38]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Representation Based Regression for Object Distance Estimation. CoRR abs/2106.14208 (2021) - [i37]Mehmet Yamac, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj:
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. CoRR abs/2108.03167 (2021) - [i36]Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj:
Super Neurons. CoRR abs/2109.01594 (2021) - [i35]Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj:
Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs. CoRR abs/2109.13604 (2021) - [i34]Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj:
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. CoRR abs/2109.14873 (2021) - [i33]Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. CoRR abs/2110.02215 (2021) - [i32]Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. CoRR abs/2110.02381 (2021) - [i31]Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Early Myocardial Infarction Detection over Multi-view Echocardiography. CoRR abs/2111.05790 (2021) - [i30]