Serkan Kiranyaz

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Moncef GabboujProfessor, Tampere UniversityVerified email at tuni.fi
Turker InceProfessor of Data Science & Engineering, German International University (Berlin)Verified email at giu-berlin.de
Muhammad E. H. Chowdhury, Ph.D., S...Electrical Engineering, Qatar UniversityVerified email at qu.edu.qa
Onur AvciWest Virginia UniversityVerified email at mix.wvu.edu
Osama AbdeljaberDepartment of Building Technology, Linnaeus University, Växjö, SwedenVerified email at lnu.se
Amith Khandakar, PhD, Senior Membe...Qatar UniversityVerified email at qu.edu.qa
Daniel J. InmanProfessor of Aerospace engineering, University of MichiganVerified email at umich.edu
Anas Mohammed TahirUniversity of British ColumbiaVerified email at ece.ubc.ca
Alexandros IosifidisProfessor, Aarhus UniversityVerified email at ece.au.dk
Tawsifur RahmanPhD Researcher in Biomedical Engineering, School of Medicine, Johns Hopkins UniversityVerified email at jhu.edu
Morteza ZabihiHarvard Medical School and Massachusetts General HospitalVerified email at mgh.harvard.edu
Ridha HamilaProfessor, Electrical Engineering Dept, Qatar UniversityVerified email at qu.edu.qa
Somaya Al-maadeedProf. of Computer Science and Engineering, College of engineering, Qatar UniversityVerified email at qu.edu.qa
Mete AhishaliPostdoctoral Researcher, University of Eastern FinlandVerified email at uef.fi
Aysen DegerliResearch Scientist @VTT Technical Research Centre of FinlandVerified email at vtt.fi
Yazan QiblaweyIberdrolaVerified email at iberdrola.com
Mehmet YamaçPostdoctoral Researcher, Tampere UniversityVerified email at tuni.fi
Levent ErenProfessor, Izmir University of EconomicsVerified email at ieu.edu.tr
Jenni RaitoharjuAssistant Professor, University of JyväskyläVerified email at jyu.fi
Ali Bahrami RadAssistant Professor, Emory UniversityVerified email at dbmi.emory.edu

Serkan Kiranyaz

Professor in Electrical Engineering Department, Qatar University

Verified email at qu.edu.qa - Homepage

Signal Processing Pattern Recognition Machine Intelligence Data Mining


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1D convolutional neural networks and applications: A survey S Kiranyaz, O Avci, O Abdeljaber, T Ince, M Gabbouj, DJ Inman Mechanical Systems and Signal Processing 151, 1-24, 2021	2263	2021
Real-time patient-specific ECG classification by 1-D convolutional neural networks S Kiranyaz, T Ince, M Gabbouj IEEE transactions on biomedical engineering 63 (3), 664-675, 2015	1908	2015
Real-time motor fault detection by 1-D convolutional neural networks T Ince, S Kiranyaz, L Eren, M Askar, M Gabbouj IEEE Transactions on Industrial Electronics 63 (11), 7067-7075, 2016	1391	2016
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks O Abdeljaber, O Avci, S Kiranyaz, M Gabbouj, DJ Inman Journal of sound and vibration 388, 154-170, 2017	1262	2017
A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications O Avci, O Abdeljaber, S Kiranyaz, M Hussein, M Gabbouj, DJ Inman Mechanical systems and signal processing 147, 107077, 2021	1101	2021
Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images T Rahman, A Khandakar, Y Qiblawey, A Tahir, S Kiranyaz, SBA Kashem, ... Computers in biology and medicine 132, 104319, 2021	1038	2021
A generic intelligent bearing fault diagnosis system using compact adaptive 1D CNN classifier L Eren, T Ince, S Kiranyaz Journal of Signal Processing Systems 91 (2), 179-189, 2019	654	2019
A generic and robust system for automated patient-specific classification of ECG signals T Ince, S Kiranyaz, M Gabbouj IEEE Transactions on Biomedical Engineering 56 (5), 1415-1426, 2009	602	2009
1-D CNNs for Structural Damage Detection: Verification on a Structural Health Monitoring Benchmark Data DI Osama Abdeljaber, Onur Avci, Serkan Kiranyaz, Boualem Boashash, Henry Sodano Neurocomputing 275, 1308-1317, 2018	510	2018
Convolutional neural networks for patient-specific ECG classification S Kiranyaz, T Ince, R Hamila, M Gabbouj 2015 37th Annual International Conference of the IEEE Engineering in …, 2015	365	2015
Evolutionary artificial neural networks by multi-dimensional particle swarm optimization S Kiranyaz, T Ince, A Yildirim, M Gabbouj Neural networks 22 (10), 1448-1462, 2009	337	2009
1-D convolutional neural networks for signal processing applications S Kiranyaz, T Ince, O Abdeljaber, O Avci, M Gabbouj ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	334	2019
Real-time fault detection and identification for MMC using 1-D convolutional neural networks S Kiranyaz, A Gastli, L Ben-Brahim, N Al-Emadi, M Gabbouj IEEE Transactions on Industrial Electronics 66 (11), 8760-8771, 2018	323	2018
Emergent Properties of Microbial Activity in Heterogeneous Soil Microenvironments: Different Research Approaches Are Slowly Converging, Yet Major Challenges Remain Frontiers in Microbiology 9, 1-48, 2018	256*	2018
Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks O Avci, O Abdeljaber, S Kiranyaz, M Hussein, DJ Inman Journal of Sound and Vibration 424, 158-172, 2018	237	2018
Multidimensional particle swarm optimization for machine learning and pattern recognition S Kiranyaz, T Ince, M Gabbouj Springer, 2014	212	2014
Heart sound anomaly and quality detection using ensemble of neural networks without segmentation M Zabihi, AB Rad, S Kiranyaz, M Gabbouj, AK Katsaggelos 2016 computing in cardiology conference (CinC), 613-616, 2016	210	2016
Detection of atrial fibrillation in ECG hand-held devices using a random forest classifier M Zabihi, AB Rad, AK Katsaggelos, S Kiranyaz, S Narkilahti, M Gabbouj 2017 computing in cardiology (cinc), 1-4, 2017	183	2017
Integrating color features in polarimetric SAR image classification S Uhlmann, S Kiranyaz IEEE Transactions on Geoscience and Remote Sensing 52 (4), 2197-2216, 2013	179	2013
COVID-19 infection localization and severity grading from chest X-ray images AM Tahir, MEH Chowdhury, A Khandakar, T Rahman, Y Qiblawey, ... Computers in biology and medicine 139, 105002, 2021	170	2021

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