Moncef Gabbouj

29.5k citations

724 papers · 19.5k indexed · 10 hit papers · h-index 56

Impact in

Signal Processing top 0.05%
- Video Coding and Compression Technologies
Computer Vision and Pattern Recognition top 0.05%
- Image and Video Quality Assessment
- Image and Signal Denoising Methods
- Advanced Vision and Imaging

Papers in

Signal Processing 253
- Video Coding and Compression Technologies 140
Computer Vision and Pattern Recognition 473
- Advanced Vision and Imaging 105
- Advanced Image and Video Retrieval Techniques 99
- Image and Signal Denoising Methods 96
- Image Retrieval and Classification Techniques 88
- Advanced Data Compression Techniques 81
- Image and Video Quality Assessment 76
- Advanced Image Processing Techniques 60

Co-authors: Serkan Kıranyaz Türker İnce Onur Avcı Osama Abdeljaber Daniel J. Inman Alexandros Iosifidis Miska M. Hannuksela Y. Neuvo
Journals: IEEE Transactions on Circuits and Systems for Video Technology (18 papers)IEEE Access (13 papers)Expert Systems with Applications (10 papers)Pattern Recognition (10 papers)IEEE Transactions on Image Processing (9 papers)
Partner nations: Finland Qatar China

In The Last Decade

Moncef Gabbouj

667 papers receiving 18.4k citations

Hit Papers

10 papers align trajectories log scale

1D convolutional neural networks and applications: A survey 2022 · 1.6k citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2022 Qatar University QSpace (Qatar University)
2020 IEEE Access
2020 Mechanical Systems and Signal Processing
2019 Qatar University QSpace (Qatar University)
2018 Signal Processing: Image Communication
2016 Journal of Sound and Vibration
2016 IEEE Transactions on Industrial Electronics
2015 IEEE Transactions on Biomedical Engineering
2014 IEEE Transactions on Biomedical Engineering
2011 Rate adaptation for adaptive HTTP streaming

Peers

Countries citing papers authored by Moncef Gabbouj

Since Specialization

Citations

This map shows the geographic impact of Moncef Gabbouj'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 Moncef Gabbouj with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Moncef Gabbouj more than expected).

Fields of papers citing papers by Moncef Gabbouj

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Moncef Gabbouj. 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 Moncef Gabbouj. The network helps show where Moncef Gabbouj may publish in the future.

Co-authors

The 25 scholars most cited alongside Moncef Gabbouj, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Moncef Gabbouj Line = papers co-authored together Moncef Gabbouj links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search Swarm and Evolutionary Computation ·Xiaolong Han, Yu Xue, Zehong Wang, Yong Zhang, Anton Muravev, Moncef Gabbouj	2024	16
2	Multichannel Fault Diagnosis of Planetary Gearbox via Difference-Average Symbol Transition Entropy and Twin Support Higher-Order Tensor Machine IEEE Transactions on Instrumentation and Measurement ·Cheng Yang, Qingbo He, Zhi Li, Minping Jia, Moncef Gabbouj, Zhike Peng	2024	3
3	Randomized PCA forest for approximate k-nearest neighbor search Expert Systems with Applications ·Muhammad Rajabinasab, Farhad Pakdaman, Arthur Zimek, Moncef Gabbouj	2024	1
4	Early myocardial infarction detection over multi-view echocardiography Biomedical Signal Processing and Control ·Aysen Degerli, Serkan Kıranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj	2023	14
5	SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography Computing in cardiology ·Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kıranyaz, Moncef Gabbouj	2023	3
6	Sepsis Prediction in Intensive Care Unit Using Ensemble of XGboost Models Qatar University QSpace (Qatar University) ·Morteza Zabihi, Serkan Kıranyaz, Moncef Gabbouj	2022	2
7	Self-organized Operational Neural Networks with Generative Neurons Qatar University QSpace (Qatar University) ·Serkan Kıranyaz, Junaid Malik, Habib Ben Abdallah, Türker İnce, Alexandros Iosifidis, Moncef Gabbouj	2022	72
8	Real-Time Glaucoma Detection from Digital Fundus Images Using Self-ONNs Qatar University QSpace (Qatar University) ·Özer Can Devecioğlu, Junaid Malik, Türker İnce, Serkan Kıranyaz, Eray Atalay, Moncef Gabbouj	2022	43
9	Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer Qatar University QSpace (Qatar University) ·Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kıranyaz, Moncef Gabbouj	2022	5
10	Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing Qatar University QSpace (Qatar University) ·Mehmet Yamaç, Mete Ahishali, Serkan Kıranyaz, Moncef Gabbouj	2022	8
11	Human experts vs. machines in taxa recognition Qatar University QSpace (Qatar University) ·Johanna Ärje, Jenni Raitoharju, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Serkan Kıranyaz, Salme Kärkkäinen	2022	8
12	Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection Qatar University QSpace (Qatar University) ·Serkan Kıranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj	2022	25
13	Exploiting heterogeneity in operational neural networks by synaptic plasticity Qatar University QSpace (Qatar University) ·Serkan Kıranyaz, Junaid Malik, Habib Ben Abdallah, Türker İnce, Alexandros Iosifidis, Moncef Gabbouj	2022	18
14	Hierarchical Symbol Transition Entropy: A Novel Feature Extractor for Machinery Health Monitoring IEEE Transactions on Industrial Informatics ·Cheng Yang, Moncef Gabbouj, Minping Jia, Zhi Li	2021	9
15	Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks IEEE Access ·Türker İnce, Junaid Malik, Özer Can Devecioğlu, Serkan Kıranyaz, Onur Avcı, Levent Eren, Moncef Gabbouj	2021	25
16	Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis Computing in cardiology ·Morteza Zabihi, Ali Bahrami Rad, Simo Särkkä, Serkan Kıranyaz, Aggelos K. Katsaggelos, Moncef Gabbouj	2018	2
17	Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier Computing in cardiology ·Morteza Zabihi, Ali Bahrami Rad, Aggelos K. Katsaggelos, Serkan Kıranyaz, Susanna Narkilahti, Moncef Gabbouj	2017	119
18	Outlier edge detection using random graph generation models and applications Journal Of Big Data ·Honglei Zhang, Serkan Kıranyaz, Moncef Gabbouj	2017	7
19	Error Resilient Video Coding Techniques Using Spare Pictures Moncef Gabbouj, Tian Dong, Miska M. Hannuksela, Ye-Kui Wang	2003	3
20	Segmentation of Noisy Images with Watershed Transformation View ·P Xiao, Malikova Alina, Moncef Gabbouj	1996	1

About Moncef Gabbouj

Moncef Gabbouj is a scholar working on Signal Processing, Computer Vision and Pattern Recognition, Media Technology, Artificial Intelligence and Computational Mechanics, having authored 724 papers that have together received 19.5k indexed citations. Recurring topics across this work include Video Coding and Compression Technologies (140 papers), Advanced Vision and Imaging (105 papers), Advanced Image and Video Retrieval Techniques (99 papers), Image and Signal Denoising Methods (96 papers), Image Retrieval and Classification Techniques (88 papers), Advanced Data Compression Techniques (81 papers), Image and Video Quality Assessment (76 papers) and Advanced Image Processing Techniques (60 papers). The work is most often cited by research in Signal Processing (4.2k citations), Computer Vision and Pattern Recognition (7.0k citations), Media Technology (1.4k citations), Cognitive Neuroscience (2.3k citations) and Artificial Intelligence (3.3k citations). Moncef Gabbouj has collaborated with scholars based in Finland, Qatar and China. Frequent co-authors include Serkan Kıranyaz, Türker İnce, Onur Avcı, Osama Abdeljaber, Daniel J. Inman, Alexandros Iosifidis, Miska M. Hannuksela, Y. Neuvo, Levent Eren and Murat Aşkar. Their work appears in journals such as IEEE Transactions on Circuits and Systems for Video Technology, IEEE Access, Expert Systems with Applications, Pattern Recognition and IEEE Transactions on Image Processing.

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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