Serkan Kiranyaz

267 papers A 1B 27C 7Misc 2Journal 185Unranked 44

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MTS-CSNet: Multiscale Tensor Factorization for Deep Compressive Sensing on RGB Images. CoRR Mehmet Yamac, Lei Xu, Serkan Kiranyaz, Moncef Gabbouj
2026	J	`jnl`	Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. IEEE Access Ozer Can Devecioglu, Serkan Kiranyaz, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu, Moncef Gabbouj
2025	J	`jnl`	BRSR-OpGAN: Blind radar signal restoration using operational generative adversarial network. Neural Networks Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj
2025	J	`jnl`	CoRe-Net: Co-Operational Regressor Network with Progressive Transfer Learning for Blind Radar Signal Restoration. CoRR Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj
2025	J	`jnl`	Deep Learning in Automated Power Line Inspection: A Review. CoRR Md. Ahasan Atick Faisal, Imene Mecheter, Yazan Qiblawey, Javier Hernandez Fernandez, Muhammad E. H. Chowdhury, Serkan Kiranyaz
2025	J	`jnl`	Expert Operational GANS: Towards Real-Color Underwater Image Restoration. CoRR Ozer Can Devecioglu, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
2025	—	`conf`	Expert Operational Gans: Towards Real-Color Underwater Image Restoration. ICIPW Ozer Can Devecioglu, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
2025	J	`jnl`	Multi-Source Transfer Learning for zero-shot Structural Damage Detection. Appl. Soft Comput. Mohammad Hesam Soleimani-Babakamali, Roksana Soleimani-Babakamali, Arash Kashfi-Yeganeh, Kourosh Nasrollahzadeh, Onur Avci, Serkan Kiranyaz, Ertugrul Taciroglu
2025	J	`jnl`	Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing. CoRR Mehmet Yamaç, Muhammad Numan Yousaf, Serkan Kiranyaz, Moncef Gabbouj
2025	J	`jnl`	Progressive Transfer Learning for Multi-Pass Fundus Image Restoration. CoRR Uyen Phan, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj
2025	J	`jnl`	Semi-Supervised Co-Training of Time and Time-Frequency Models: Application to Bearing Fault Diagnosis. CoRR Tuomas Jalonen, Mohammad Al-Sa'd, Serkan Kiranyaz, Moncef Gabbouj
2024	J	`jnl`	A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN. Expert Syst. Appl. 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
2024	J	`jnl`	BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network. CoRR Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj
2024	J	`jnl`	Blind Underwater Image Restoration using Co-Operational Regressor Networks. CoRR Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2024	J	`jnl`	Early myocardial infarction detection over multi-view echocardiography. Biomed. Signal Process. Control. Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024	J	`jnl`	Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration. CoRR Ilke Adalioglu, Serkan Kiranyaz, Mete Ahishali, Aysen Degerli, Tahir Hamid, Rahmat Ghaffar, Ridha Hamila, Moncef Gabbouj
2024	J	`jnl`	High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs. CoRR Ozer Can Devecioglu, Serkan Kiranyaz, Zafer Yilmaz, Onur Avci, Moncef Gabbouj, Ertugrul Taciroglu
2024	J	`jnl`	Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamaç, Nour Aburaed
2024	J	`jnl`	Operational Support Estimator Networks. IEEE Trans. Pattern Anal. Mach. Intell. Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
2024	J	`jnl`	Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults. CoRR Mohammad Al-Sa'd, Tuomas Jalonen, Serkan Kiranyaz, Moncef Gabbouj
2024	J	`jnl`	R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification. Pattern Recognit. Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024	—	`conf`	Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. ICIT Tuomas Jalonen, Mohammad Al-Sa'd, Serkan Kiranyaz, Moncef Gabbouj
2024	B	`conf`	Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. ICIP Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024	J	`jnl`	Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. CoRR Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2024	J	`jnl`	Restoration of magnetohydrodynamic-corrupted 12-lead electrocardiogram to enhance cardiac monitoring during magnetic resonance imaging. Eng. Appl. Artif. Intell. Sakib Mahmud, Muhammad E. H. Chowdhury, Moajjem Hossain Chowdhury, Abdulrahman Alqahtani, Zaid Bin Mahbub, Faycal Bensaali, Serkan Kiranyaz
2024	J	`jnl`	Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN. Eng. Appl. Artif. Intell. Sakib Mahmud, Muhammad E. H. Chowdhury, Serkan Kiranyaz, Nasser Al-Emadi, Anas M. Tahir, Md. Shafayet Hossain, Amith Khandakar, Somaya Al-Máadeed
2024	J	`jnl`	Smart binary phase-coding for pulse-compression radar: An electronic protection technique against repeater jamming. IET Wirel. Sens. Syst. Alper Yildirim, Serkan Kiranyaz
2024	J	`jnl`	Super Neurons. IEEE Trans. Emerg. Top. Comput. Intell. Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Mert Duman, Ilke Adalioglu, Esin Guldogan, Turker Ince, Moncef Gabbouj
2024	J	`jnl`	Wearable wrist to finger photoplethysmogram translation through restoration using super operational neural networks based 1D-CycleGAN for enhancing cardiovascular monitoring. Expert Syst. Appl. Sakib Mahmud, Muhammad E. H. Chowdhury, Serkan Kiranyaz, Malisha Islam Tapotee, Purnata Saha, Anas M. Tahir, Amith Khandakar, Abdulrahman Alqahtani
2023	J	`jnl`	A Novel Deep Learning Technique for Morphology Preserved Fetal ECG Extraction from Mother ECG using 1D-CycleGAN. CoRR 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
2023	J	`jnl`	Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing. IEEE Trans. Neural Networks Learn. Syst. Mehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	D2DLive: Iterative live video streaming algorithm for D2D networks. Comput. Networks Zina Chkirbene, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz, Nasser Al-Emadi
2023	J	`jnl`	Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery. CoRR Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Moncef Gabbouj
2023	J	`jnl`	Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. IEEE Trans. Image Process. Mehmet Yamaç, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Global ECG Classification by Self-Operational Neural Networks With Feature Injection. IEEE Trans. Biomed. Eng. Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Operational Support Estimator Networks. CoRR Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	RamanNet: a generalized neural network architecture for Raman spectrum analysis. Neural Comput. Appl. Nabil Ibtehaz, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Susu M. Zughaier
2023	J	`jnl`	Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks. CoRR Tuomas Jalonen, Mohammad Al-Sa'd, Roope Mellanen, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. CoRR Tuomas Jalonen, Mohammad Al-Sa'd, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Representation based regression for object distance estimation. Neural Networks Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir
2023	—	`conf`	SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography. CinC Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography. CoRR Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. CoRR Ozer Can Devecioglu, Serkan Kiranyaz, Amer Elhmes, Sadok Sassi, Turker Ince, Onur Avci, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu, Moncef Gabbouj
2022	J	`jnl`	2D Self-Organized ONN Model For Handwritten Text Recognition. CoRR Hanadi Hassen Mohammed, Junaid Malik, Somaya Al-Madeed, Serkan Kiranyaz
2022	J	`jnl`	2D Self-organized ONN model for Handwritten Text Recognition. Appl. Soft Comput. Hanadi Hassen Mohammed, Junaid Malik, Somaya Al-Máadeed, Serkan Kiranyaz
2022	J	`jnl`	3D Quantum Cuts for automatic segmentation of porous media in tomography images. Comput. Geosci. Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye
2022	J	`jnl`	A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images. Sensors 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
2022	J	`jnl`	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 Mehmet Yamaç, Mert Duman, Ilke Adalioglu, Serkan Kiranyaz, Moncef Gabbouj
2022	J	`jnl`	A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras. Sensors Mohammad Al-Sa'd, Serkan Kiranyaz, Iftikhar Ahmad, Christian Sundell, Matti Vakkuri, Moncef Gabbouj
2022	J	`jnl`	Blind ECG Restoration by Operational Cycle-GANs. CoRR 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
2022	J	`jnl`	Blind ECG Restoration by Operational Cycle-GANs. IEEE Trans. Biomed. Eng. 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
2022	J	`jnl`	Blind Restoration of Real-World Audio by 1D Operational GANs. CoRR Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu, Muhammad Salman Khan, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2022	J	`jnl`	Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images. Cogn. Comput. 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
2022	J	`jnl`	Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature. Sensors 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
2022	J	`jnl`	EDITH : ECG Biometrics Aided by Deep Learning for Reliable Individual Authentication. IEEE Trans. Emerg. Top. Comput. Intell. Nabil Ibtehaz, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Anas Tahir, Yazan Qiblawey, Tawsifur Rahman
2022	—	`conf`	Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CinC Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2022	J	`jnl`	Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2022	J	`jnl`	Evaluating Performance of Machine Learning Models for Diabetic Sensorimotor Polyneuropathy Severity Classification using Biomechanical Signals during Gait. CoRR 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
2022	B	`conf`	Federated Learning in NOMA Networks: Convergence, Energy and Fairness-Based Design. PIMRC Ilyes Mrad, Lutfi Samara, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz
2022	J	`jnl`	Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography. Multim. Tools Appl. Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid
2022	J	`jnl`	Global ECG Classification by Self-Operational Neural Networks with Feature Injection. CoRR Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj
2022	C	`conf`	Improved Domain Adaptation Approach for Bearing Fault Diagnosis. IECON Turker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj
2022	J	`jnl`	ML-Based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks. J. Netw. Syst. Manag. Muhammad Asif Khan, Ridha Hamila, Adel Gastli, Serkan Kiranyaz, Nasser Ahmed Al-Emadi
2022	J	`jnl`	Machine Learning-Based Diabetic Neuropathy and Previous Foot Ulceration Patients Detection Using Electromyography and Ground Reaction Forces during Gait. Sensors 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
2022	J	`jnl`	Motion Artifacts Correction From EEG and fNIRS Signals Using Novel Multiresolution Analysis. IEEE Access 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
2022	J	`jnl`	Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis. Sensors 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
2022	J	`jnl`	Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis. CoRR 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
2022	J	`jnl`	OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images. CoRR Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2022	B	`conf`	Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. ICIP Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2022	J	`jnl`	R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification. CoRR Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2022	J	`jnl`	RamanNet: A generalized neural network architecture for Raman Spectrum Analysis. CoRR Nabil Ibtehaz, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Susu M. Zughaier, Serkan Kiranyaz, M. Sohel Rahman
2022	J	`jnl`	Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. IEEE Trans. Biomed. Eng. Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2022	J	`jnl`	Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network. IEEE Trans. Biomed. Eng. Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj
2022	J	`jnl`	Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs. Comput. Biol. Medicine 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
2022	B	`conf`	SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. ICIP Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj
2022	J	`jnl`	SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. CoRR Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj
2022	J	`jnl`	Zero-Shot Motor Health Monitoring by Blind Domain Transition. CoRR Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj
2022	J	`jnl`	Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping. CoRR Mohammad Hesam Soleimani-Babakamali, Roksana Soleimani-Babakamali, Kourosh Nasrollahzadeh, Onur Avci, Serkan Kiranyaz, Ertugrul Taciroglu
2021	J	`jnl`	A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images. CoRR 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
2021	J	`jnl`	A machine learning model for early detection of diabetic foot using thermogram images. Comput. Biol. Medicine 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
2021	J	`jnl`	Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. IEEE Access Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021	J	`jnl`	BM3D vs 2-Layer ONN. CoRR Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
2021	B	`conf`	Bm3d Vs 2-Layer Onn. ICIP Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
2021	J	`jnl`	COVID-19 Infection Localization and Severity Grading from Chest X-ray Images. CoRR 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
2021	J	`jnl`	COVID-19 infection localization and severity grading from chest X-ray images. Comput. Biol. Medicine 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
2021	J	`jnl`	COVID-19 infection map generation and detection from chest X-ray images. Health Inf. Sci. Syst. Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021	J	`jnl`	Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2021	J	`jnl`	Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising. CoRR Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj
2021	B	`conf`	Cooperative Machine Learning Techniques for Cloud Intrusion Detection. IWCMC Zina Chkirbene, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz, Nasser Al-Emadi, Mounir Hamdi
2021	J	`jnl`	Detection and severity classification of COVID-19 in CT images using deep learning. CoRR Yazan Qiblawey, Anas M. Tahir, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Serkan Kiranyaz, Tawsifur Rahman, Nabil Ibtehaz, Sakib Mahmud, Somaya Al-Madeed, Farayi Musharavati
2021	J	`jnl`	EDITH : ECG biometrics aided by Deep learning for reliable Individual auTHentication. CoRR Nabil Ibtehaz, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Anas M. Tahir, Yazan Qiblawey, Tawsifur Rahman
2021	J	`jnl`	Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. IEEE Access Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj
2021	J	`jnl`	Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. CoRR Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj
2021	J	`jnl`	Early Detection of Myocardial Infarction in Low-Quality Echocardiography. IEEE Access Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj
2021	J	`jnl`	Early Myocardial Infarction Detection over Multi-view Echocardiography. CoRR Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021	J	`jnl`	Exploiting heterogeneity in operational neural networks by synaptic plasticity. Neural Comput. Appl. Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images. Comput. Biol. Medicine 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
2021	J	`jnl`	Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography. CoRR Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid
2021	J	`jnl`	Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. CoRR Mehmet Yamac, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj
2021	J	`jnl`	Image denoising by Super Neurons: Why go deep? CoRR Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2021	J	`jnl`	ML-based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks. CoRR Muhammad Asif Khan, Ridha Hamila, Adel Gastli, Serkan Kiranyaz, Nasser Ahmed Al-Emadi
2021	J	`jnl`	Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms. IEEE Access 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
2021	J	`jnl`	Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms. CoRR Arafat Rahman, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Serkan Kiranyaz, Kh Shahriya Zaman, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam, Muhammad Abdul Kadir
2021	J	`jnl`	Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs. IEEE Access Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj
2021	J	`jnl`	Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs. CoRR Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj
2021	J	`jnl`	Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. CoRR Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2021	J	`jnl`	Reliable COVID-19 Detection Using Chest X-ray Images. CoRR Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2021	B	`conf`	Reliable Covid-19 Detection using Chest X-Ray Images. ICIP Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2021	J	`jnl`	Representation Based Regression for Object Distance Estimation. CoRR Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
2021	J	`jnl`	Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. CoRR Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj
2021	J	`jnl`	Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network. CoRR Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj
2021	B	`conf`	Self-Organized Residual Blocks For Image Super-Resolution. ICIP Onur Keles, A. Murat Tekalp, Junaid Malik, Serkan Kiranyaz
2021	J	`jnl`	Self-Organized Variational Autoencoders (Self-VAE) for Learned Image Compression. CoRR Mustafa Akin Yilmaz, Onur Keles, Hilal Güven, Ahmet Murat Tekalp, Junaid Malik, Serkan Kiranyaz
2021	B	`conf`	Self-Organized Variational Autoencoders (Self-Vae) For Learned Image Compression. ICIP Mustafa Akin Yilmaz, Onur Keles, Hilal Güven, Ahmet Murat Tekalp, Junaid Malik, Serkan Kiranyaz
2021	J	`jnl`	Self-organized Operational Neural Networks with Generative Neurons. Neural Networks Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Self-organized operational neural networks for severe image restoration problems. Neural Networks Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2021	B	`conf`	Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. IJCNN Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
2021	J	`jnl`	Super Neurons. CoRR Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj
2020	J	`jnl`	1D Convolutional Neural Networks Versus Automatic Classifiers for Known LPI Radar Signals Under White Gaussian Noise. IEEE Access Alper Yildirim, Serkan Kiranyaz
2020	J	`jnl`	A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images. CoRR Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2020	J	`jnl`	A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications. CoRR Onur Avci, Osama Abdeljaber, Serkan Kiranyaz, Mohammed Hussein, Moncef Gabbouj, Daniel J. Inman
2020	J	`jnl`	An Intelligent and Low-Cost Eye-Tracking System for Motorized Wheelchair Control. Sensors Mahmoud Dahmani, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Tawsifur Rahman, Khaled Al-Jayyousi, Abdalla Hefny, Serkan Kiranyaz
2020	J	`jnl`	An Intelligent and Low-cost Eye-tracking System for Motorized Wheelchair Control. CoRR Mahmoud Dahmani, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Tawsifur Rahman, Khaled Al-Jayyousi, Abdalla Hefny, Serkan Kiranyaz
2020	J	`jnl`	COVID-19 Infection Map Generation and Detection from Chest X-Ray Images. CoRR Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2020	J	`jnl`	Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks. CoRR Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2020	J	`jnl`	Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images. CoRR Mehmet Yamac, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2020	J	`jnl`	Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing. CoRR Mehmet Yamac, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI. CoRR Anas M. Tahir, Yazan Qiblawey, Amith Khandakar, Tawsifur Rahman, Uzair Khurshid, Farayi Musharavati, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury
2020	J	`jnl`	Early Detection of Myocardial Infarction in Low-Quality Echocardiography. CoRR Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj
2020	J	`jnl`	Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity. CoRR Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images. CoRR 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
2020	J	`jnl`	FastONN - Python based open-source GPU implementation for Operational Neural Networks. CoRR Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2020	C	`conf`	Generalized Operational Classifiers for Material Identification. MMSP Xiaoyue Jiang, Ding Wang, Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Xiaoyi Feng
2020	J	`jnl`	Heterogeneous Multilayer Generalized Operational Perceptron. IEEE Trans. Neural Networks Learn. Syst. Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Human experts vs. machines in taxa recognition. Signal Process. Image Commun. Johanna Ärje, Jenni Raitoharju, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Salme Kärkkäinen
2020	J	`jnl`	Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. IEEE Access Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj
2020	J	`jnl`	Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. CoRR Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj
2020	J	`jnl`	Operational neural networks. Neural Comput. Appl. Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Operational vs Convolutional Neural Networks for Image Denoising. CoRR Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines. IEEE J. Biomed. Health Informatics Morteza Zabihi, Serkan Kiranyaz, Ville Jäntti, Tarmo Lipping, Moncef Gabbouj
2020	J	`jnl`	Progressive Operational Perceptrons with Memory. Neurocomputing Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks. Neurocomputing Serkan Kiranyaz, Morteza Zabihi, Ali Bahrami Rad, Turker Ince, Ridha Hamila, Moncef Gabbouj
2020	J	`jnl`	Real-time throughput prediction for cognitive Wi-Fi networks. J. Netw. Comput. Appl. Muhammad Asif Khan, Ridha Hamila, Nasser Ahmed Al-Emadi, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	Self-Organized Operational Neural Networks for Severe Image Restoration Problems. CoRR Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	Self-Organized Operational Neural Networks with Generative Neurons. CoRR Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer. CoRR Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
2019	Misc	`conf`	1-D Convolutional Neural Networks for Signal Processing Applications. ICASSP Serkan Kiranyaz, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj
2019	J	`jnl`	1D Convolutional Neural Network Models for Sleep Arousal Detection. CoRR Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Simo Särkkä, Moncef Gabbouj
2019	J	`jnl`	1D Convolutional Neural Networks and Applications: A Survey. CoRR Serkan Kiranyaz, Onur Avci, Osama Abdeljaber, Turker Ince, Moncef Gabbouj, Daniel J. Inman
2019	J	`jnl`	3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images. CoRR Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye
2019	J	`jnl`	A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier. J. Signal Process. Syst. Levent Eren, Turker Ince, Serkan Kiranyaz
2019	J	`jnl`	Colorectal cancer diagnosis from histology images: A comparative study. CoRR Junaid Malik, Serkan Kiranyaz, Suchithra Kunhoth, Turker Ince, Somaya Al-Máadeed, Ridha Hamila, Moncef Gabbouj
2019	J	`jnl`	Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks. Remote. Sens. Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2019	J	`jnl`	Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring. IEEE Trans. Ind. Electron. Osama Abdeljaber, Sadok Sassi, Onur Avci, Serkan Kiranyaz, Abdelrahman Aly Ibrahim, Moncef Gabbouj
2019	B	`conf`	Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons. ICIP Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis
2019	J	`jnl`	Operational Neural Networks. CoRR Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2019	J	`jnl`	Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks. IEEE Trans. Ind. Electron. Serkan Kiranyaz, Adel Gastli, Lazhar Ben-Brahim, Nasser Al-Emadi, Moncef Gabbouj
2019	—	`conf`	Sepsis Prediction in Intensive Care Unit Using Ensemble of XGboost Models. CinC Morteza Zabihi, Serkan Kiranyaz, Moncef Gabbouj
2018	B	`conf`	Acceleration Approaches for Big Data Analysis. ICIP Anton Muravev, Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis, Serkan Kiranyaz
2018	—	`conf`	Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis. CinC Morteza Zabihi, Ali Bahrami Rad, Simo Särkkä, Serkan Kiranyaz, Aggelos K. Katsaggelos, Moncef Gabbouj
2018	J	`jnl`	Benchmark database for fine-grained image classification of benthic macroinvertebrates. Image Vis. Comput. Jenni Raitoharju, Ekaterina Riabchenko, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, Ville Tirronen, Johanna Ärje, Salme Kärkkäinen, Kristian Meissner
2018	—	`conf`	Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph. TSP Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2018	J	`jnl`	Feature synthesis for image classification and retrieval via one-against-all perceptrons. Neural Comput. Appl. Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2018	—	`conf`	Feature-Based Cardiac Cycle Segmentation in Phonocardiogram Recordings. CinC Jussi Taipalmaa, Morteza Zabihi, Serkan Kiranyaz, Moncef Gabbouj
2018	J	`jnl`	Finding Better Topologies for Deep Convolutional Neural Networks by Evolution. CoRR Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2018	—	`conf`	Optimization on Ports Activation Towards Energy Efficient Data Center Networks. UNet Zina Chkirbene, Ridha Hamila, Sebti Foufou, Serkan Kiranyaz, Moncef Gabbouj
2018	J	`jnl`	Progressive Operational Perceptron with Memory. CoRR Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis
2018	J	`jnl`	Spatiotemporal Saliency Estimation by Spectral Foreground Detection. IEEE Trans. Multim. Çaglar Aytekin, Horst Possegger, Thomas Mauthner, Serkan Kiranyaz, Horst Bischof, Moncef Gabbouj
2017	Misc	`conf`	A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval. ICASSP Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2017	—	`conf`	Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier. CinC Morteza Zabihi, Ali Bahrami Rad, Aggelos K. Katsaggelos, Serkan Kiranyaz, Susanna Narkilahti, Moncef Gabbouj
2017	J	`jnl`	Extended quantum cuts for unsupervised salient object extraction. Multim. Tools Appl. Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2017	B	`conf`	Generalized model of biological neural networks: Progressive operational perceptrons. IJCNN Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	Human experts vs. machines in taxa recognition. CoRR Johanna Ärje, Ville Tirronen, Salme Kärkkäinen, Kristian Meissner, Jenni Raitoharju, Moncef Gabbouj, Serkan Kiranyaz
2017	J	`jnl`	Learning graph affinities for spectral graph-based salient object detection. Pattern Recognit. Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
2017	J	`jnl`	Outlier edge detection using random graph generation models and applications. J. Big Data Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2017	J	`jnl`	Particle swarm clustering fitness evaluation with computational centroids. Swarm Evol. Comput. Jenni Raitoharju, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj
2017	J	`jnl`	Progressive Operational Perceptrons. Neurocomputing Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	The effect of automated taxa identification errors on biological indices. Expert Syst. Appl. Johanna Ärje, Salme Kärkkäinen, Kristian Meissner, Alexandros Iosifidis, Türker Ince, Moncef Gabbouj, Serkan Kiranyaz
2016	—	`conf`	A vector quantization based k-NN approach for large-scale image classification. IPTA Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj
2016	B	`conf`	An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. IDA Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Competitive Quantization for Approximate Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2016	—	`conf`	Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. CVAUI@ICPR Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz
2016	B	`conf`	Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks. ICIP Serkan Kiranyaz, Muhammad-Adeel Waris, Iftikhar Ahmad, Ridha Hamila, Moncef Gabbouj
2016	—	`conf`	Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation. CinC Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Moncef Gabbouj, Aggelos K. Katsaggelos
2016	B	`conf`	Joint K-Means quantization for Approximate Nearest Neighbor Search. ICPR Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	K-Subspaces Quantization for Approximate Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2016	B	`conf`	Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. ICPR Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Ville Tirronen, Moncef Gabbouj, Serkan Kiranyaz
2016	J	`jnl`	Learning to rank salient segments extracted by multispectral Quantum Cuts. Pattern Recognit. Lett. Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Limited Random Walk Algorithm for Big Graph Data Clustering. CoRR Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Limited random walk algorithm for big graph data clustering. J. Big Data Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Outlier Edge Detection Using Random Graph Generation Models and Applications. CoRR Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks. IEEE Trans. Ind. Electron. Turker Ince, Serkan Kiranyaz, Levent Eren, Murat Askar, Moncef Gabbouj
2016	J	`jnl`	Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks. IEEE Trans. Biomed. Eng. Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2016	B	`conf`	Salient object segmentation based on linearly combined affinity graphs. ICPR Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
2016	—	`conf`	Self-organizing binary encoding for Approximate Nearest Neighbor search. EUSIPCO Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj, Xiaohua Hu
2016	J	`jnl`	Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering. IEEE Trans. Neural Networks Learn. Syst. Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2015	—	`conf`	Convolutional Neural Networks for patient-specific ECG classification. EMBC Serkan Kiranyaz, Turker Ince, Ridha Hamila, Moncef Gabbouj
2015	J	`jnl`	Long-term epileptic EEG classification via 2D mapping and textural features. Expert Syst. Appl. Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj, Tapio Saramäki
2015	—	`conf`	M-PCA Binary Embedding for Approximate Nearest Neighbor Search. TrustCom/BigDataSE/ISPA (2) Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2015	J	`jnl`	ShakeMe: Key Generation From Shared Motion. CoRR Hidir Yuzuguzel, Jari Niemi, Serkan Kiranyaz, Moncef Gabbouj, Thomas Heinz
2015	—	`conf`	ShakeMe: Key Generation from Shared Motion. CIT/IUCC/DASC/PICom Hidir Yuzuguzel, Jari Niemi, Serkan Kiranyaz, Moncef Gabbouj, Thomas Heinz
2015	—	`conf`	Sleep stage classification using sparse rational decomposition of single channel EEG records. EUSIPCO Kaveh Samiee, Péter Kovács, Serkan Kiranyaz, Moncef Gabbouj, Tapio Saramäki
2015	B	`conf`	Visual saliency by extended quantum cuts. ICIP Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2014	J	`jnl`	A perceptual scheme for fully automatic video shot boundary detection. Signal Process. Image Commun. Murat Birinci, Serkan Kiranyaz
2014	J	`jnl`	Automated patient-specific classification of long-term Electroencephalography. J. Biomed. Informatics Serkan Kiranyaz, Turker Ince, Morteza Zabihi, Dilek Ince
2014	B	`conf`	Automatic Object Segmentation by Quantum Cuts. ICPR Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
2014	—	`conf`	Cardinal sparse partial least square feature selection and its application in face recognition. EUSIPCO Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2014	J	`jnl`	Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. Ecol. Informatics Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola
2014	—	`conf`	Evolutionary feature synthesis by multi-dimensional particle swarm optimization. EUVIP Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2014	B	`conf`	Incremental Learning with Support Vector Data Description. ICPR Weiyi Xie, Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj
2014	J	`jnl`	Integrating Color Features in Polarimetric SAR Image Classification. IEEE Trans. Geosci. Remote. Sens. Stefan Uhlmann, Serkan Kiranyaz
2014	—	`book`	Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition. Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2014	J	`jnl`	Semi-Supervised Learning for Ill-Posed Polarimetric SAR Classification. Remote. Sens. Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj
2014	—	`conf`	Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014. ICME Workshops Jenni Raitoharju, Honglei Zhang, Ezgi Can Ozan, Muhammad-Adeel Waris, Muhammad Faisal, Guanqun Cao, Mikko Roininen, Iftikhar Ahmad, Ranjeeth Shetty, Stefan Uhlmann, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj
2013	—	`conf`	Analysis of textural features for face biometric anti-spoofing. EUSIPCO Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj
2013	—	`conf`	Automatic object extraction based on quantum mechanics. SIU Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
2013	C	`conf`	Evaluation of classifiers for polarimetric SAR classification. IGARSS Stefan Uhlmann, Serkan Kiranyaz
2013	—	`conf`	Hyperbolic particle swarm optimization with application in rational identification. EUSIPCO Péter Kovács, Serkan Kiranyaz, Moncef Gabbouj
2013	C	`conf`	Polarimetric SAR classification using visual color features extracted over pseudo color images. IGARSS Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj
2013	B	`conf`	Quantum mechanics in computer vision: Automatic object extraction. ICIP Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
2013	—	`conf`	The 2013 face recognition evaluation in mobile environment. ICB Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel
2013	—	`conf`	The 2nd competition on counter measures to 2D face spoofing attacks. ICB Ivana Chingovska, J. Yang, Zhen Lei, Dong Yi, Stan Z. Li, Olga Kähm, Christian Glaser, Naser Damer, Arjan Kuijper, Alexander Nouak, Jukka Komulainen, Tiago Freitas Pereira, Shubham Gupta, Shubham Khandelwal, Shubham Bansal, Ayush K. Rai, Tarun Krishna, Dushyant Goyal, Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj, Roberto Tronci, Maurizio Pili, Nicola Sirena, Fabio Roli, Javier Galbally, Julian Fiérrez, Allan da Silva Pinto, Hélio Pedrini, W. S. Schwartz, Anderson Rocha, André Anjos, Sébastien Marcel
2012	J	`jnl`	An evolutionary feature synthesis approach for content-based audio retrieval. EURASIP J. Audio Speech Music. Process. Toni Mäkinen, Serkan Kiranyaz, Jenni Raitoharju, Moncef Gabbouj
2012	J	`jnl`	Dynamic and scalable audio classification by collective network of binary classifiers framework: An evolutionary approach. Neural Networks Serkan Kiranyaz, Toni Mäkinen, Moncef Gabbouj
2012	J	`jnl`	Evolutionary RBF classifier for polarimetric SAR images. Expert Syst. Appl. Turker Ince, Serkan Kiranyaz, Moncef Gabbouj
2012	—	`conf`	Evolutionary feature generation for content-based audio classification and retrieval. EUSIPCO Toni Mäkinen, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj
2012	—	`conf`	Robust scene classification by Gist with angular radial partitioning. ISCCSP Wei Liu, Serkan Kiranyaz, Moncef Gabbouj
2012	—	`conf`	Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases. NDT (1) Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2011	J	`jnl`	Classification and retrieval on macroinvertebrate image databases. Comput. Biol. Medicine Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Martti Juhola, Tuomas Turpeinen, Kristian Meissner
2011	—	`conf`	Collective network of evolutionary binary classifiers for content-based image retrieval. EAIS Serkan Kiranyaz, Stefan Uhlmann, Jenni Pulkkinen, Moncef Gabbouj, Turker Ince
2011	—	`conf`	Content-based audio classification using collective network of binary classifiers. EAIS Toni Mäkinen, Serkan Kiranyaz, Moncef Gabbouj
2011	B	`conf`	Incremental evolution of collective network of binary classifier for polarimetric SAR image classification. ICIP Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince
2011	B	`conf`	Multi-dimensional evolutionary feature synthesis for content-based image retrieval. ICIP Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj
2011	J	`jnl`	Multi-dimensional particle swarm optimization in dynamic environments. Expert Syst. Appl. Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj
2011	J	`jnl`	Personalized long-term ECG classification: A systematic approach. Expert Syst. Appl. Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj
2011	—	`conf`	Polarimetric SAR images classification using collective network of binary classifiers. JURSE Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince
2011	—	`conf`	SAR imagery classification in extended feature space by Collective Network of Binary Classifiers. EUSIPCO Stefan Uhlmann, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2011	J	`jnl`	Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide? Appl. Soft Comput. Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2010	B	`conf`	Classification of Polarimetric SAR Images Using Evolutionary RBF Networks. ICPR Turker Ince, Serkan Kiranyaz, Moncef Gabbouj
2010	—	`conf`	Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization. EvoApplications (1) Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2010	J	`jnl`	Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis. Expert Syst. Appl. Turker Ince, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj
2010	J	`jnl`	Fractional Particle Swarm Optimization in Multidimensional Search Space. IEEE Trans. Syst. Man Cybern. Part B Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj
2010	B	`conf`	Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases. ICIP Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince, Kristian Meissner
2010	J	`jnl`	Perceptual color descriptor based on spatial distribution: A top-down approach. Image Vis. Comput. Serkan Kiranyaz, Murat Birinci, Moncef Gabbouj
2009	J	`jnl`	A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals. IEEE Trans. Biomed. Eng. Turker Ince, Serkan Kiranyaz, Moncef Gabbouj
2009	C	`conf`	Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization. CBMI Serkan Kiranyaz, Stefan Uhlmann, Moncef Gabbouj
2009	J	`jnl`	Evolutionary artificial neural networks by multi-dimensional particle swarm optimization. Neural Networks Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj
2009	J	`jnl`	Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization. EURASIP J. Adv. Signal Process. Serkan Kiranyaz, Stefan Uhlmann, Turker Ince, Moncef Gabbouj
2008	J	`jnl`	A Generic Shape/Texture Descriptor Over Multiscale Edge Field: 2-D Walking Ant Histogram. IEEE Trans. Image Process. Serkan Kiranyaz, Miguel Ferreira, Moncef Gabbouj
2008	C	`conf`	Image color content description utilizing perceptual color correlogram. CBMI Murat Birinci, Serkan Kiranyaz, Moncef Gabbouj
2008	B	`conf`	Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization. ICPR Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj
2007	—	`conf`	A Directional Texture Descriptor via 2D Walking Ant Histogram. WIAMIS Serkan Kiranyaz, Miguel Ferreira, Moncef Gabbouj
2007	—	`conf`	A regionalized content-based image retrieval framework. EUSIPCO Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj
2007	—	`conf`	An efficient approach for boundary based corner detection by maximizing bending ratio and curvature. ISSPA Serkan Kiranyaz, Hantao Liu, Miguel Ferreira, Moncef Gabbouj
2007	J	`jnl`	Hierarchical Cellular Tree: An Efficient Indexing Scheme for Content-Based Retrieval on Multimedia Databases. IEEE Trans. Multim. Serkan Kiranyaz, Moncef Gabbouj
2006	J	`jnl`	A generic audio classification and segmentation approach for multimedia indexing and retrieval. IEEE Trans. Speech Audio Process. Serkan Kiranyaz, Ahmad Farooq Qureshi, Moncef Gabbouj
2006	J	`jnl`	Automatic Object Extraction Over Multiscale Edge Field for Multimedia Retrieval. IEEE Trans. Image Process. Serkan Kiranyaz, Miguel Ferreira, Moncef Gabbouj
2006	—	`conf`	Multi-Scale Edge Detection and Object Extraction for Image Retrieval. ICASSP (2) Miguel Ferreira, Serkan Kiranyaz, Moncef Gabbouj
2005	—	`conf`	A dynamic content-based indexing method for multimedia databases: hierarchical cellular tree. ICIP (1) Serkan Kiranyaz
2005	C	`conf`	An Efficient Image Retrieval Scheme on Java Enabled Mobile Devices. MMSP Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj
2005	—	`conf`	Hierarchical Cellular Tree: An efficient indexing method for browsing and navigation in multimedia databases. EUSIPCO Serkan Kiranyaz, Moncef Gabbouj
2004	—	`conf`	A Generic Audio Classification and Segmentation Approach for Multimedia Indexing and Retrieval. EWIMT Serkan Kiranyaz, Ahmad Farooq Qureshi, Moncef Gabbouj
2003	—	`conf`	Compression effects on color and texture based multimedia indexing and retrieval. ICIP (2) Esin Guldogan, Olcay Guldogan, Serkan Kiranyaz, Kerem Caglar, Moncef Gabbouj
2003	—	`conf`	MUVIS: a content-based multimedia indexing and retrieval framework. ISSPA (1) Serkan Kiranyaz, Kerem Caglar, Esin Guldogan, Olcay Guldogan, Moncef Gabbouj
2000	A	`conf`	An Architecture based on IETF Protocols for the Transport of MPEG-4 Content over the Internet. IEEE International Conference on Multimedia and Expo (III) Roberto Castagno, Serkan Kiranyaz, Florin Lohan, Irek Defée
2000	—	`conf`	Content delivery and management in networked MPEG-4 system. EUSIPCO Florin Lohan, Irek Defée, Roberto Castagno, Serkan Kiranyaz