Serkan Kıranyaz

19.7k citations

221 papers · 13.1k indexed · 10 hit papers · h-index 43

Civil and Structural Engineering top 0.2%
Artificial Intelligence top 0.5%
Control and Systems Engineering top 0.5%
Cardiology and Cardiovascular Medicine top 0.5%
Cognitive Neuroscience top 1%

Co-authors: Moncef Gabbouj Türker İnce Onur Avcı Osama Abdeljaber Daniel J. Inman Levent Eren Murat Aşkar M.F.M. Hussein
Topics: Advanced Image and Video Retrieval Techniques (35 papers)Image Retrieval and Classification Techniques (26 papers)EEG and Brain-Computer Interfaces (26 papers)
Cited by: Civil and Structural Engineering Cognitive Neuroscience Health Informatics
Journals: IEEE Transactions on Pattern Analysis and Machine Intelligence Scientific Reports IEEE Transactions on Industrial Electronics
Partner nations: Qatar Finland Türkiye

In The Last Decade

Serkan Kıranyaz

209 papers receiving 12.6k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

1D convolutional neural networks and applications: A survey

2022 1.6k citations Serkan Kıranyaz, Onur Avcı et al. Qatar University QSpace (Qatar University) profile →
Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

2015 1.3k citations Serkan Kıranyaz, Türker İnce et al. profile →
Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

2016 1.1k citations Türker İnce, Serkan Kıranyaz et al. profile →
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

2016 972 citations Osama Abdeljaber, Onur Avcı et al. profile →
A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications

2020 905 citations Onur Avcı, Osama Abdeljaber et al. Mechanical Systems and Signal Processing profile →
Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images

2021 672 citations Tawsifur Rahman, Amith Khandakar et al. Computers in Biology and Medicine profile →
A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier

2018 543 citations Levent Eren, Türker İnce et al. profile →
1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data

2017 394 citations Osama Abdeljaber, Onur Avcı et al. profile →
1-D Convolutional Neural Networks for Signal Processing Applications

2019 239 citations Serkan Kıranyaz, Türker İnce et al. Qatar University QSpace (Qatar University) profile →
COVID-19 infection localization and severity grading from chest X-ray images

2022 116 citations Anas Tahir, Muhammad E. H. Chowdhury et al. Qatar University QSpace (Qatar University) profile →

Peers

Countries citing papers authored by Serkan Kıranyaz

Since Specialization

Citations

This map shows the geographic impact of Serkan Kıranyaz's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Serkan Kıranyaz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Serkan Kıranyaz more than expected).

Fields of papers citing papers by Serkan Kıranyaz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Serkan Kıranyaz. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Serkan Kıranyaz. The network helps show where Serkan Kıranyaz may publish in the future.

Co-authorship network of co-authors of Serkan Kıranyaz

This figure shows the co-authorship network connecting the top 25 collaborators of Serkan Kıranyaz. A scholar is included among the top collaborators of Serkan Kıranyaz based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Serkan Kıranyaz. Serkan Kıranyaz is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Monitoring framework development for a network of multiple laboratory structures 2024 ·Journal of Building Engineering ·Onur Avcı,Osama Abdeljaber,Mustafa Gül,F. Necati Çatbaş,Ozan Celik,Serkan Kıranyaz	1
2	Zero-shot transfer learning for structural health monitoring using generative adversarial networks and spectral mapping 2023 ·Mechanical Systems and Signal Processing ·(unknown),(unknown),Kourosh Nasrollahzadeh,Onur Avcı,Serkan Kıranyaz,Ertuǧrul Taciroğlu	28
3	SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography 2023 ·Computing in cardiology ·(unknown),Mete Ahishali,Aysen Degerli,Serkan Kıranyaz,Moncef Gabbouj	3
4	A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN 2023 ·Expert Systems with Applications ·(unknown),(unknown),Muhammad E. H. Chowdhury,Nasser Al‐Emadi,Huseyin C. Yalcin,Shona Pedersen,Sakib Mahmud,Serkan Kıranyaz,Somaya Al-Máadeed	22
5	Early myocardial infarction detection over multi-view echocardiography 2023 ·Biomedical Signal Processing and Control ·Aysen Degerli,Serkan Kıranyaz,Tahir Hamid,Rashid Mazhar,Moncef Gabbouj	14
6	Self-organized Operational Neural Networks with Generative Neurons 2022 ·Qatar University QSpace (Qatar University) ·Serkan Kıranyaz,Junaid Malik,(unknown),Türker İnce,Alexandros Iosifidis,Moncef Gabbouj	72
7	Sepsis Prediction in Intensive Care Unit Using Ensemble of XGboost Models 2022 ·Qatar University QSpace (Qatar University) ·Morteza Zabihi,Serkan Kıranyaz,Moncef Gabbouj	2
8	Human experts vs. machines in taxa recognition 2022 ·Qatar University QSpace (Qatar University) ·Johanna Ärje,Jenni Raitoharju,Alexandros Iosifidis,Ville Tirronen,Kristian Meissner,Moncef Gabbouj,Serkan Kıranyaz,Salme Kärkkäinen	8
9	Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection 2022 ·Qatar University QSpace (Qatar University) ·Serkan Kıranyaz,Aysen Degerli,Tahir Hamid,Rashid Mazhar,(unknown),(unknown),Morteza Zabihi,Junaid Malik,Ridha Hamila,Moncef Gabbouj	25
10	Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing 2022 ·Qatar University QSpace (Qatar University) ·Mehmet Yamaç,Mete Ahishali,Serkan Kıranyaz,Moncef Gabbouj	8
11	Classification of polarimetric SAR images using compact convolutional neural networks 2022 ·arXiv (Cornell University) ·Mete Ahishali,Serkan Kıranyaz,Türker İnce,Moncef Gabbouj	15
12	COVID-19 infection localization and severity grading from chest X-ray imagesbreakdown → 2022 ·Qatar University QSpace (Qatar University) ·Anas Tahir,Muhammad E. H. Chowdhury,Amith Khandakar,Tawsifur Rahman,Yazan Qiblawey,(unknown),Serkan Kıranyaz,Nabil Ibtehaz,(unknown),Somaya Al-Máadeed,Sakib Mahmud,Maymouna Ezeddin,(unknown),Tahir Hamid	116
13	Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network 2022 ·Qatar University QSpace (Qatar University) ·(unknown),Serkan Kıranyaz,Türker İnce,Özer Can Devecioğlu,Muhammad E. H. Chowdhury,Amith Khandakar,Anas Tahir,Moncef Gabbouj	61
14	Operational neural networks 2022 ·Qatar University QSpace (Qatar University) ·Serkan Kıranyaz,Türker İnce,Alexandros Iosifidis,Moncef Gabbouj	66
15	Machine Learning-Based Diabetic Neuropathy and Previous Foot Ulceration Patients Detection Using Electromyography and Ground Reaction Forces during Gait 2022 ·Sensors ·Fahmida Haque,Mamun Bin Ibne Reaz,Muhammad E. H. Chowdhury,Maymouna Ezeddin,Serkan Kıranyaz,Mohammed Alhatou,Sawal Hamid Md Ali,Ahmad Ashrif A. Bakar,Geetika Srivastava	21
16	Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer 2022 ·Qatar University QSpace (Qatar University) ·(unknown),Junaid Malik,Jenni Raitoharju,Alexandros Iosifidis,Serkan Kıranyaz,Moncef Gabbouj	5
17	Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs 2022 ·Computers in Biology and Medicine ·(unknown),Muhammad E. H. Chowdhury,Amith Khandakar,Anas Tahir,Nabil Ibtehaz,Md Shafayet Hossain,Serkan Kıranyaz,Junaid Malik,(unknown),Muhammad Abdul Kadir	31
18	Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks 2021 ·IEEE Access ·Türker İnce,Junaid Malik,Özer Can Devecioğlu,Serkan Kıranyaz,Onur Avcı,Levent Eren,Moncef Gabbouj	25
19	Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis 2018 ·Computing in cardiology ·Morteza Zabihi,Ali Bahrami Rad,Simo Särkkä,Serkan Kıranyaz,Aggelos K. Katsaggelos,Moncef Gabbouj	2
20	Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier 2017 ·Computing in cardiology ·Morteza Zabihi,Ali Bahrami Rad,Aggelos K. Katsaggelos,Serkan Kıranyaz,Susanna Narkilahti,Moncef Gabbouj	119

About Serkan Kıranyaz

Serkan Kıranyaz is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Media Technology, having authored 221 papers that have together received 13.1k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (35 papers), Image Retrieval and Classification Techniques (26 papers) and EEG and Brain-Computer Interfaces (26 papers). The work is most often cited by research in Civil and Structural Engineering (2.4k citations), Cognitive Neuroscience (2.0k citations) and Health Informatics (136 citations). Serkan Kıranyaz has collaborated with scholars based in Qatar, Finland and Türkiye. Frequent co-authors include Moncef Gabbouj, Türker İnce, Onur Avcı, Osama Abdeljaber, Daniel J. Inman, Levent Eren, Murat Aşkar, M.F.M. Hussein, Muhammad E. H. Chowdhury and Amith Khandakar. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Scientific Reports and IEEE Transactions on Industrial Electronics.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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