Moncef Gabbouj

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 434

Top Venues

Publications

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 (2024)
Farhad Pakdaman, Sanaz Nami, Moncef Gabbouj
Perceptual Learned Image Compression via End-to-End JND-Based Optimization. CoRR (2024)
Hasan H. Al-Khshali, Muhammad Ilyas, Fahad Sohrab, Moncef Gabbouj
Malware Detection With Subspace Learning-Based One-Class Classification. IEEE Access 12 (2024)
Lei Xu, Moncef Gabbouj
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets. CoRR (2024)
Farhad Pakdaman, Moncef Gabbouj
Channel-Wise Feature Decorrelation for Enhanced Learned Image Compression. IEEE Signal Process. Lett. 31 (2024)
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) (2024)
Yu Xue, Chenchen Zhu, MengChu Zhou, Mohamed Wahib, Moncef Gabbouj
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism. CoRR (2024)
Cheng Yang, Qingbo He, Zhinong Li, Minping Jia, Moncef Gabbouj, Zhike Peng
Multichannel Fault Diagnosis of Planetary Gearbox via Difference-Average Symbol Transition Entropy and Twin Support Higher-Order Tensor Machine. IEEE Trans. Instrum. Meas. 73 (2024)
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 (2024)
Li Yu, Shiyu Wu, Moncef Gabbouj
Multi-Swin Transformer Based Spatio-Temporal Information Exploration for Compressed Video Quality Enhancement. IEEE Signal Process. Lett. 31 (2024)
Tuomas Jalonen, Mohammad Al Sa'd, Serkan Kiranyaz, Moncef Gabbouj
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. ICIT (2024)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Reducing redundancy in the bottleneck representation of autoencoders. Pattern Recognit. Lett. 178 (2024)
Yuxin Xie, Li Yu, Farhad Pakdaman, Moncef Gabbouj
Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs. CoRR (2024)
Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj
Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss. CoRR (2024)
Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj
Trustworthiness of X Users: A One-Class Classification Approach. CoRR (2024)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CoRR (2024)
Jussi Taipalmaa, Jenni Raitoharju, Jorge Peña Queralta, Tomi Westerlund, Moncef Gabbouj
On Automatic Person-in-Water Detection for Marine Search and Rescue Operations. IEEE Access 12 (2024)
Ali Falahati, Mohammad Karim Safavi, Ardavan Elahi, Farhad Pakdaman, Moncef Gabbouj
Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features. CoRR (2024)
Li Yu, Wenshuai Chang, Shiyu Wu, Moncef Gabbouj
End-to-End Transformer for Compressed Video Quality Enhancement. IEEE Trans. Broadcast. 70 (1) (2024)
Firas Laakom, Yuheng Bu, Moncef Gabbouj
Class-wise Generalization Error: an Information-Theoretic Analysis. CoRR (2024)
Lei Xu, Mete Ahishali, Moncef Gabbouj
Dropout Concrete Autoencoder for Band Selection on HSI Scenes. CoRR (2024)
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 (2024)
Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj
Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss. ICASSP (2024)
Farhad Pakdaman, Moncef Gabbouj
Channel-wise Feature Decorrelation for Enhanced Learned Image Compression. CoRR (2024)
Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj
BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network. CoRR (2024)
Mohammad Al Sa'd, Tuomas Jalonen, Serkan Kiranyaz, Moncef Gabbouj
Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults. CoRR (2024)
Umut Cem Entok, Firas Laakom, Farhad Pakdaman, Moncef Gabbouj
Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes. CoRR (2024)
Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj
Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach. AINA (2) (2024)
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) (2024)
Zina Chkirbene, Ridha Hamila, Devrim Unal, Moncef Gabbouj, Mounir Hamdi
Enhancing Healthcare Systems With Deep Reinforcement Learning: Insights Into D2D Communications and Remote Monitoring. IEEE Open J. Commun. Soc. 5 (2024)
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 (2024)
Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj
Cryptocurrency Portfolio Optimization by Neural Networks. CoRR (2023)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Improving Unimodal Inference with Multimodal Transformers. CoRR (2023)
Adamantios Ntakaris, Moncef Gabbouj, Juho Kanniainen
Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting. CoRR (2023)
Ardavan Elahi, Ali Falahati, Farhad Pakdaman, Mehdi Modarressi, Moncef Gabbouj
NCOD: Near-Optimum Video Compression for Object Detection. ISCAS (2023)
Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj
Improved Active Fire Detection using Operational U-Nets. CoRR (2023)
Tuomas Jalonen, Mohammad Al Sa'd, Serkan Kiranyaz, Moncef Gabbouj
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. CoRR (2023)
Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
Representation based regression for object distance estimation. Neural Networks 158 (2023)
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 (2023)
Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj
Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification. CoRR (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR (2023)
Li Yu, Junyang Li, Farhad Pakdaman, Miaogen Ling, Moncef Gabbouj
MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene Statistics. IEEE Signal Process. Lett. 30 (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
On Feature Diversity in Energy-based Models. CoRR (2023)
Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj
MTJND: Multi-Task Deep Learning Framework for Improved JND Prediction. ICIP (2023)
Muhammad Asif Khan, Ridha Hamila, Aiman Erbad, Moncef Gabbouj
Distributed Inference in Resource-Constrained IoT for Real-Time Video Surveillance. IEEE Syst. J. 17 (1) (2023)
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 (2023)
Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj
Cryptocurrency Portfolio Optimization by Neural Networks. SSCI (2023)
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 (2023)
Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. CoRR (2023)
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 (2023)
Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Convolutional autoencoder-based multimodal one-class classification. CoRR (2023)
Yu Xue, Chenyi Zhang, Ferrante Neri, Moncef Gabbouj, Yong Zhang
An external attention-based feature ranker for large-scale feature selection. Knowl. Based Syst. 281 (2023)
Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj
Global ECG Classification by Self-Operational Neural Networks With Feature Injection. IEEE Trans. Biomed. Eng. 70 (1) (2023)
Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj
One-Class Classification for Intrusion Detection on Vehicular Networks. SSCI (2023)
Farhad Pakdaman, Moncef Gabbouj
Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU. ICASSP (2023)
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) (2023)
Fahad Sohrab, Firas Laakom, Moncef Gabbouj
Newton Method-based Subspace Support Vector Data Description. CoRR (2023)
Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
Optimal Tile Size and Streaming Field of View for VR Streaming. MMSP (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. AAAI (2023)
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 (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Learning Distinct Features Helps, Provably. ECML/PKDD (2) (2023)
Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. SSCI (2023)
Ilyes Mrad, Ridha Hamila, Aiman Erbad, Moncef Gabbouj
Joint learning and optimization for Federated Learning in NOMA-based networks. Pervasive Mob. Comput. 89 (2023)
Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju
Graph-embedded subspace support vector data description. Pattern Recognit. 133 (2023)
Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj
One-Class Classification for Intrusion Detection on Vehicular Networks. CoRR (2023)
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) (2023)
Fahad Sohrab, Firas Laakom, Moncef Gabbouj
Newton Method-Based Subspace Support Vector Data Description. SSCI (2023)
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)
Feng Zhang, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Jinye Peng, Xiaoyi Feng
Non-Local Color Compensation Network for Intrinsic Image Decomposition. IEEE Trans. Circuits Syst. Video Technol. 33 (1) (2023)
Kang Liao, Lang Nie, Shujuan Huang, Chunyu Lin, Jing Zhang, Yao Zhao, Moncef Gabbouj, Dacheng Tao
Deep Learning for Camera Calibration and Beyond: A Survey. CoRR (2023)
Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
Operational Support Estimator Networks. CoRR (2023)
Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis
Attention-Based Neural Bag-of-Features Learning for Sequence Data. IEEE Access 10 (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR (2022)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Efficient CNN with uncorrelated Bag of Features pooling. CoRR (2022)
Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Efficient CNN with uncorrelated Bag of Features pooling. SSCI (2022)
Robert Skupin, Yago Sanchez, Cornelius Hellge, Thomas Schierl, Moncef Gabbouj
Region-Of-Interest Coding Schemes For Http Adaptive Streaming With VVC. ICIP (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR (2022)
Li Yu, Wenshuai Chang, Qingshan Liu, Moncef Gabbouj
High-frequency guided CNN for video compression artifacts reduction. VCIP (2022)
Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj
A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. CoRR (2022)
Turker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj
Improved Domain Adaptation Approach for Bearing Fault Diagnosis. IECON (2022)
Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
Remote Multilinear Compressive Learning With Adaptive Compression. IEEE Internet Things J. 9 (9) (2022)
Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. CoRR (2022)
Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, Nikos Nikolaidis, Paraskevi Nousi, R. Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. IROS (2022)
Cheng Yang, Moncef Gabbouj, Minping Jia, Zhinong Li
Hierarchical Symbol Transition Entropy: A Novel Feature Extractor for Machinery Health Monitoring. IEEE Trans. Ind. Informatics 18 (9) (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-Attention Neural Bag-of-Features. MLSP (2022)
Li Yu, Wenshuai Chang, Shiyu Wu, Moncef Gabbouj
End-to-end Transformer for Compressed Video Quality Enhancement. CoRR (2022)
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 (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO (2022)
Li Yu, Wenshuai Chang, Weize Quan, Jimin Xiao, Dong-Ming Yan, Moncef Gabbouj
Neural texture transfer assisted video coding with adaptive up-sampling. Signal Process. Image Commun. 107 (2022)
Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
Graph Embedding With Data Uncertainty. IEEE Access 10 (2022)
Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj
A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. IEEE Access 10 (2022)
Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR (2022)
Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images. CoRR (2022)
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) (2022)
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)
Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Saliency-Based Multilabel Linear Discriminant Analysis. IEEE Trans. Cybern. 52 (10) (2022)
Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, N. Nikolaidis, Paraskevi Nousi, R. Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. CoRR (2022)
Mohamed Fathi 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) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Moncef Gabbouj