Content delivery and management in networked MPEG-4 system. - Florin Lohan; Irek Defée; Roberto Castagno; Serkan Kiranyaz (EUSIPCO, 2000)

An Architecture based on IETF Protocols for the Transport of MPEG-4 Content over the Internet. - Roberto Castagno; Serkan Kiranyaz; Florin Lohan; Irek Defée (IEEE International Conference on Multimedia and Expo (III), 2000)

Compression effects on color and texture based multimedia indexing and retrieval. - Esin Guldogan; Olcay Guldogan; Serkan Kiranyaz; Kerem Caglar; Moncef Gabbouj (ICIP (2), 2003)

MUVIS: a content-based multimedia indexing and retrieval framework. - Serkan Kiranyaz; Kerem Caglar; Esin Guldogan; Olcay Guldogan; Moncef Gabbouj (ISSPA (1), 2003)

Hierarchical Cellular Tree: An efficient indexing method for browsing and navigation in multimedia databases. - Serkan Kiranyaz; Moncef Gabbouj (EUSIPCO, 2005)

A dynamic content-based indexing method for multimedia databases: hierarchical cellular tree. - Serkan Kiranyaz (ICIP (1), 2005)

An Efficient Image Retrieval Scheme on Java Enabled Mobile Devices. - Iftikhar Ahmad 001; Serkan Kiranyaz; Moncef Gabbouj (MMSP, 2005)

Multi-Scale Edge Detection and Object Extraction for Image Retrieval. - Miguel Ferreira; Serkan Kiranyaz; Moncef Gabbouj (ICASSP (2), 2006)

A generic audio classification and segmentation approach for multimedia indexing and retrieval. - Serkan Kiranyaz; Ahmad Farooq Qureshi; Moncef Gabbouj (IEEE Trans. Speech Audio Process., 2006)

Automatic Object Extraction Over Multiscale Edge Field for Multimedia Retrieval. - Serkan Kiranyaz; Miguel Ferreira; Moncef Gabbouj (IEEE Trans. Image Process., 2006)

A regionalized content-based image retrieval framework. - Stefan Uhlmann; Serkan Kiranyaz; Moncef Gabbouj (EUSIPCO, 2007)

An efficient approach for boundary based corner detection by maximizing bending ratio and curvature. - Serkan Kiranyaz; Hantao Liu; Miguel Ferreira; Moncef Gabbouj (ISSPA, 2007)

A Directional Texture Descriptor via 2D Walking Ant Histogram. - Serkan Kiranyaz; Miguel Ferreira; Moncef Gabbouj (WIAMIS, 2007)

Hierarchical Cellular Tree: An Efficient Indexing Scheme for Content-Based Retrieval on Multimedia Databases. - Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Multim., 2007)

Image color content description utilizing perceptual color correlogram. - Murat Birinci; Serkan Kiranyaz; Moncef Gabbouj (CBMI, 2008)

Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization. - Serkan Kiranyaz; Turker Ince; Alper Yildirim; Moncef Gabbouj (ICPR, 2008)

A Generic Shape/Texture Descriptor Over Multiscale Edge Field: 2-D Walking Ant Histogram. - Serkan Kiranyaz; Miguel Ferreira; Moncef Gabbouj (IEEE Trans. Image Process., 2008)

Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization. - Serkan Kiranyaz; Stefan Uhlmann; Moncef Gabbouj (CBMI, 2009)

Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization. - Serkan Kiranyaz; Stefan Uhlmann; Turker Ince; Moncef Gabbouj (EURASIP J. Adv. Signal Process., 2009)

Evolutionary artificial neural networks by multi-dimensional particle swarm optimization. - Serkan Kiranyaz; Turker Ince; Alper Yildirim; Moncef Gabbouj (Neural Networks, 2009)

A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals. - Turker Ince; Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Biomed. Eng., 2009)

Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization. - Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (EvoApplications (1), 2010)

Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases. - Serkan Kiranyaz; Moncef Gabbouj; Jenni Pulkkinen; Turker Ince; Kristian Meissner (ICIP, 2010)

Classification of Polarimetric SAR Images Using Evolutionary RBF Networks. - Turker Ince; Serkan Kiranyaz; Moncef Gabbouj (ICPR, 2010)

Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis. - Turker Ince; Serkan Kiranyaz; Jenni Pulkkinen; Moncef Gabbouj (Expert Syst. Appl., 2010)

Perceptual color descriptor based on spatial distribution: A top-down approach. - Serkan Kiranyaz; Murat Birinci; Moncef Gabbouj (Image Vis. Comput., 2010)

Fractional Particle Swarm Optimization in Multidimensional Search Space. - Serkan Kiranyaz; Turker Ince; Alper Yildirim; Moncef Gabbouj (IEEE Trans. Syst. Man Cybern. Part B, 2010)

Collective network of evolutionary binary classifiers for content-based image retrieval. - Serkan Kiranyaz; Stefan Uhlmann; Jenni Pulkkinen; Moncef Gabbouj; Turker Ince (EAIS, 2011)

Content-based audio classification using collective network of binary classifiers. - Toni Mäkinen; Serkan Kiranyaz; Moncef Gabbouj (EAIS, 2011)

SAR imagery classification in extended feature space by Collective Network of Binary Classifiers. - Stefan Uhlmann; Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (EUSIPCO, 2011)

Multi-dimensional evolutionary feature synthesis for content-based image retrieval. - Serkan Kiranyaz; Jenni Pulkkinen; Turker Ince; Moncef Gabbouj (ICIP, 2011)

Incremental evolution of collective network of binary classifier for polarimetric SAR image classification. - Stefan Uhlmann; Serkan Kiranyaz; Moncef Gabbouj; Turker Ince (ICIP, 2011)

Polarimetric SAR images classification using collective network of binary classifiers. - Stefan Uhlmann; Serkan Kiranyaz; Moncef Gabbouj; Turker Ince (JURSE, 2011)

Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide? - Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (Appl. Soft Comput., 2011)

Classification and retrieval on macroinvertebrate image databases. - Serkan Kiranyaz; Turker Ince; Jenni Pulkkinen; Moncef Gabbouj; Johanna Ärje; Salme Kärkkäinen; Ville Tirronen; Martti Juhola; Tuomas Turpeinen; Kristian Meissner (Comput. Biol. Medicine, 2011)

Multi-dimensional particle swarm optimization in dynamic environments. - Serkan Kiranyaz; Jenni Pulkkinen; Moncef Gabbouj (Expert Syst. Appl., 2011)

Personalized long-term ECG classification: A systematic approach. - Serkan Kiranyaz; Turker Ince; Jenni Pulkkinen; Moncef Gabbouj (Expert Syst. Appl., 2011)

Evolutionary feature generation for content-based audio classification and retrieval. - Toni Mäkinen; Serkan Kiranyaz; Jenni Pulkkinen; Moncef Gabbouj (EUSIPCO, 2012)

Robust scene classification by Gist with angular radial partitioning. - Wei Liu; Serkan Kiranyaz; Moncef Gabbouj (ISCCSP, 2012)

Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases. - Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (NDT (1), 2012)

An evolutionary feature synthesis approach for content-based audio retrieval. - Toni Mäkinen; Serkan Kiranyaz; Jenni Raitoharju; Moncef Gabbouj (EURASIP J. Audio Speech Music. Process., 2012)

Evolutionary RBF classifier for polarimetric SAR images. - Turker Ince; Serkan Kiranyaz; Moncef Gabbouj (Expert Syst. Appl., 2012)

Dynamic and scalable audio classification by collective network of binary classifiers framework: An evolutionary approach. - Serkan Kiranyaz; Toni Mäkinen; Moncef Gabbouj (Neural Networks, 2012)

Hyperbolic particle swarm optimization with application in rational identification. - Péter Kovács 001; Serkan Kiranyaz; Moncef Gabbouj (EUSIPCO, 2013)

Analysis of textural features for face biometric anti-spoofing. - Muhammad-Adeel Waris; Honglei Zhang; Iftikhar Ahmad 001; Serkan Kiranyaz; Moncef Gabbouj (EUSIPCO, 2013)

The 2nd competition on counter measures to 2D face spoofing attacks. - Ivana Chingovska; J. Yang; Zhen Lei 001; Dong Yi; Stan Z. Li; Olga Kähm; Christian Glaser; Naser Damer; Arjan Kuijper; Alexander Nouak; Jukka Komulainen; Tiago Freitas Pereira; et al. (ICB, 2013)

The 2013 face recognition evaluation in mobile environment. - Manuel Günther; Artur Costa-Pazo; Changxing Ding; Elhocine Boutellaa; Giovani Chiachia; Honglei Zhang; Marcus A. Angeloni; Vitomir Struc; Elie Khoury 001; Esteban Vázquez-Fernández; Dacheng Tao; Messaoud Bengherabi; et al. (ICB, 2013)

Quantum mechanics in computer vision: Automatic object extraction. - Çaglar Aytekin; Serkan Kiranyaz; Moncef Gabbouj (ICIP, 2013)

Evaluation of classifiers for polarimetric SAR classification. - Stefan Uhlmann; Serkan Kiranyaz (IGARSS, 2013)

Polarimetric SAR classification using visual color features extracted over pseudo color images. - Stefan Uhlmann; Serkan Kiranyaz; Moncef Gabbouj (IGARSS, 2013)

Automatic object extraction based on quantum mechanics. - Çaglar Aytekin; Serkan Kiranyaz; Moncef Gabbouj (SIU, 2013)

Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition. - Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (Springer, 2014)

Cardinal sparse partial least square feature selection and its application in face recognition. - Honglei Zhang; Serkan Kiranyaz; Moncef Gabbouj (EUSIPCO, 2014)

Evolutionary feature synthesis by multi-dimensional particle swarm optimization. - Jenni Raitoharju; Serkan Kiranyaz; Moncef Gabbouj (EUVIP, 2014)

Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014. - Jenni Raitoharju; Honglei Zhang; Ezgi Can Ozan; Muhammad-Adeel Waris; Muhammad Faisal; Guanqun Cao; Mikko Roininen; Iftikhar Ahmad 001; Ranjeeth Shetty; Stefan Uhlmann; Kaveh Samiee; Serkan Kiranyaz; et al. (ICME Workshops, 2014)

Automatic Object Segmentation by Quantum Cuts. - Çaglar Aytekin; Serkan Kiranyaz; Moncef Gabbouj (ICPR, 2014)

Incremental Learning with Support Vector Data Description. - Weiyi Xie; Stefan Uhlmann; Serkan Kiranyaz; Moncef Gabbouj (ICPR, 2014)

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. - Henry Joutsijoki; Kristian Meissner; Moncef Gabbouj; Serkan Kiranyaz; Jenni Raitoharju; Johanna Ärje; Salme Kärkkäinen; Ville Tirronen; Tuomas Turpeinen; Martti Juhola (Ecol. Informatics, 2014)

Automated patient-specific classification of long-term Electroencephalography. - Serkan Kiranyaz; Turker Ince; Morteza Zabihi; Dilek Ince (J. Biomed. Informatics, 2014)

Semi-Supervised Learning for Ill-Posed Polarimetric SAR Classification. - Stefan Uhlmann; Serkan Kiranyaz; Moncef Gabbouj (Remote. Sens., 2014)

A perceptual scheme for fully automatic video shot boundary detection. - Murat Birinci; Serkan Kiranyaz (Signal Process. Image Commun., 2014)

Integrating Color Features in Polarimetric SAR Image Classification. - Stefan Uhlmann; Serkan Kiranyaz (IEEE Trans. Geosci. Remote. Sens., 2014)

ShakeMe: Key Generation from Shared Motion. - Hidir Yuzuguzel; Jari Niemi; Serkan Kiranyaz; Moncef Gabbouj; Thomas Heinz 001 (CIT/IUCC/DASC/PICom, 2015)

Convolutional Neural Networks for patient-specific ECG classification. - Serkan Kiranyaz; Turker Ince; Ridha Hamila; Moncef Gabbouj (EMBC, 2015)

Sleep stage classification using sparse rational decomposition of single channel EEG records. - Kaveh Samiee; Péter Kovács 001; Serkan Kiranyaz; Moncef Gabbouj; Tapio Saramäki (EUSIPCO, 2015)

Visual saliency by extended quantum cuts. - Çaglar Aytekin; Ezgi Can Ozan; Serkan Kiranyaz; Moncef Gabbouj (ICIP, 2015)

M-PCA Binary Embedding for Approximate Nearest Neighbor Search. - Ezgi Can Ozan; Serkan Kiranyaz; Moncef Gabbouj (TrustCom/BigDataSE/ISPA (2), 2015)

Long-term epileptic EEG classification via 2D mapping and textural features. - Kaveh Samiee; Serkan Kiranyaz; Moncef Gabbouj; Tapio Saramäki (Expert Syst. Appl., 2015)

Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation. - Morteza Zabihi; Ali Bahrami Rad; Serkan Kiranyaz; Moncef Gabbouj; Aggelos K. Katsaggelos (CinC, 2016)

Self-organizing binary encoding for Approximate Nearest Neighbor search. - Ezgi Can Ozan; Serkan Kiranyaz; Moncef Gabbouj; Xiaohua Hu 001 (EUSIPCO, 2016)

Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks. - Serkan Kiranyaz; Muhammad-Adeel Waris; Iftikhar Ahmad 001; Ridha Hamila; Moncef Gabbouj (ICIP, 2016)

Salient object segmentation based on linearly combined affinity graphs. - Çaglar Aytekin; Alexandros Iosifidis; Serkan Kiranyaz; Moncef Gabbouj (ICPR, 2016)

Joint K-Means quantization for Approximate Nearest Neighbor Search. - Ezgi Can Ozan; Serkan Kiranyaz; Moncef Gabbouj (ICPR, 2016)

Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. - Jenni Raitoharju; Ekaterina Riabchenko; Kristian Meissner; Iftikhar Ahmad 001; Alexandros Iosifidis; Moncef Gabbouj; Serkan Kiranyaz (CVAUI@ICPR, 2016)

Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. - Ekaterina Riabchenko; Kristian Meissner; Iftikhar Ahmad 001; Alexandros Iosifidis; Ville Tirronen; Moncef Gabbouj; Serkan Kiranyaz (ICPR, 2016)

An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. - Ezgi Can Ozan; Ekaterina Riabchenko; Serkan Kiranyaz; Moncef Gabbouj (IDA, 2016)

A vector quantization based k-NN approach for large-scale image classification. - Ezgi Can Ozan; Ekaterina Riabchenko; Serkan Kiranyaz; Moncef Gabbouj (IPTA, 2016)

Limited random walk algorithm for big graph data clustering. - Honglei Zhang; Jenni Raitoharju; Serkan Kiranyaz; Moncef Gabbouj (J. Big Data, 2016)

Learning to rank salient segments extracted by multispectral Quantum Cuts. - Çaglar Aytekin; Serkan Kiranyaz; Moncef Gabbouj (Pattern Recognit. Lett., 2016)

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks. - Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (IEEE Trans. Biomed. Eng., 2016)

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks. - Turker Ince; Serkan Kiranyaz; Levent Eren; Murat Askar; Moncef Gabbouj (IEEE Trans. Ind. Electron., 2016)

K-Subspaces Quantization for Approximate Nearest Neighbor Search. - Ezgi Can Ozan; Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Knowl. Data Eng., 2016)

Competitive Quantization for Approximate Nearest Neighbor Search. - Ezgi Can Ozan; Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Knowl. Data Eng., 2016)

Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering. - Jenni Raitoharju; Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Neural Networks Learn. Syst., 2016)

Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier. - Morteza Zabihi; Ali Bahrami Rad; Aggelos K. Katsaggelos; Serkan Kiranyaz; Susanna Narkilahti; Moncef Gabbouj (CinC, 2017)

A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval. - Honglei Zhang; Serkan Kiranyaz; Moncef Gabbouj (ICASSP, 2017)

Generalized model of biological neural networks: Progressive operational perceptrons. - Serkan Kiranyaz; Turker Ince; Alexandros Iosifidis; Moncef Gabbouj (IJCNN, 2017)

Human experts vs. machines in taxa recognition. - Johanna Ärje; Ville Tirronen; Salme Kärkkäinen; Kristian Meissner; Jenni Raitoharju; Moncef Gabbouj; Serkan Kiranyaz (CoRR, 2017)

The effect of automated taxa identification errors on biological indices. - Johanna Ärje; Salme Kärkkäinen; Kristian Meissner; Alexandros Iosifidis; Türker Ince; Moncef Gabbouj; Serkan Kiranyaz (Expert Syst. Appl., 2017)

Progressive Operational Perceptrons. - Serkan Kiranyaz; Turker Ince; Alexandros Iosifidis; Moncef Gabbouj (Neurocomputing, 2017)

Outlier edge detection using random graph generation models and applications. - Honglei Zhang; Serkan Kiranyaz; Moncef Gabbouj (J. Big Data, 2017)

Extended quantum cuts for unsupervised salient object extraction. - Çaglar Aytekin; Ezgi Can Ozan; Serkan Kiranyaz; Moncef Gabbouj (Multim. Tools Appl., 2017)

Learning graph affinities for spectral graph-based salient object detection. - Çaglar Aytekin; Alexandros Iosifidis; Serkan Kiranyaz; Moncef Gabbouj (Pattern Recognit., 2017)

Particle swarm clustering fitness evaluation with computational centroids. - Jenni Raitoharju; Kaveh Samiee; Serkan Kiranyaz; Moncef Gabbouj (Swarm Evol. Comput., 2017)

Feature-Based Cardiac Cycle Segmentation in Phonocardiogram Recordings. - Jussi Taipalmaa; Morteza Zabihi; Serkan Kiranyaz; Moncef Gabbouj (CinC, 2018)

Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis. - Morteza Zabihi; Ali Bahrami Rad; Simo Särkkä; Serkan Kiranyaz; Aggelos K. Katsaggelos; Moncef Gabbouj (CinC, 2018)

Acceleration Approaches for Big Data Analysis. - Anton Muravev; Dat Thanh Tran; Moncef Gabbouj; Alexandros Iosifidis; Serkan Kiranyaz (ICIP, 2018)

Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph. - Honglei Zhang; Serkan Kiranyaz; Moncef Gabbouj (TSP, 2018)

Optimization on Ports Activation Towards Energy Efficient Data Center Networks. - Zina Chkirbene; Ridha Hamila; Sebti Foufou; Serkan Kiranyaz; Moncef Gabbouj (UNet, 2018)

Progressive Operational Perceptron with Memory. - Dat Thanh Tran; Serkan Kiranyaz; Moncef Gabbouj; Alexandros Iosifidis (CoRR, 2018)

Finding Better Topologies for Deep Convolutional Neural Networks by Evolution. - Honglei Zhang; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2018)

1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data. - Osama Abdeljaber; Onur Avci; Mustafa Serkan Kiranyaz; Boualem Boashash; Henry Sodano; Daniel J. Inman (Neurocomputing, 2018)

Benchmark database for fine-grained image classification of benthic macroinvertebrates. - Jenni Raitoharju; Ekaterina Riabchenko; Iftikhar Ahmad 001; Alexandros Iosifidis; Moncef Gabbouj; Serkan Kiranyaz; Ville Tirronen; Johanna Ärje; Salme Kärkkäinen; Kristian Meissner (Image Vis. Comput., 2018)

Feature synthesis for image classification and retrieval via one-against-all perceptrons. - Jenni Raitoharju; Serkan Kiranyaz; Moncef Gabbouj (Neural Comput. Appl., 2018)

Spatiotemporal Saliency Estimation by Spectral Foreground Detection. - Çaglar Aytekin; Horst Possegger; Thomas Mauthner; Serkan Kiranyaz; Horst Bischof; Moncef Gabbouj (IEEE Trans. Multim., 2018)

Sepsis Prediction in Intensive Care Unit Using Ensemble of XGboost Models. - Morteza Zabihi; Serkan Kiranyaz; Moncef Gabbouj (CinC, 2019)

1-D Convolutional Neural Networks for Signal Processing Applications. - Serkan Kiranyaz; Turker Ince; Osama Abdeljaber; Onur Avci; Moncef Gabbouj (ICASSP, 2019)

Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons. - Dat Thanh Tran; Serkan Kiranyaz; Moncef Gabbouj; Alexandros Iosifidis (ICIP, 2019)

A Novel UAV-Aided Network Architecture Using Wi-Fi Direct. - Muhammad Asif Khan 001; Ridha Hamila; Mustafa Serkan Kiranyaz; Moncef Gabbouj (IEEE Access, 2019)

1D Convolutional Neural Network Models for Sleep Arousal Detection. - Morteza Zabihi; Ali Bahrami Rad; Serkan Kiranyaz; Simo Särkkä; Moncef Gabbouj (CoRR, 2019)

Colorectal cancer diagnosis from histology images: A comparative study. - Junaid Malik; Serkan Kiranyaz; Suchithra Kunhoth; Turker Ince; Somaya Al-Máadeed; Ridha Hamila; Moncef Gabbouj (CoRR, 2019)

1D Convolutional Neural Networks and Applications: A Survey. - Serkan Kiranyaz; Onur Avci; Osama Abdeljaber; Turker Ince; Moncef Gabbouj; Daniel J. Inman (CoRR, 2019)

PyGOP: A Python library for Generalized Operational Perceptron algorithms. - Dat Thanh Tran; Serkan Kiranyaz; Moncef Gabbouj; Alexandros Iosifidis (Knowl. Based Syst., 2019)

Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks. - Mete Ahishali; Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (Remote. Sens., 2019)

Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring. - Osama Abdeljaber; Sadok Sassi; Onur Avci; Serkan Kiranyaz; Abdelrahman Aly Ibrahim; Moncef Gabbouj (IEEE Trans. Ind. Electron., 2019)

Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks. - Serkan Kiranyaz; Adel Gastli; Lazhar Ben-Brahim; Nasser Al-Emadi; Moncef Gabbouj (IEEE Trans. Ind. Electron., 2019)

A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier. - Levent Eren; Turker Ince; Serkan Kiranyaz (J. Signal Process. Syst., 2019)

Generalized Operational Classifiers for Material Identification. - Xiaoyue Jiang; Ding Wang; Dat Thanh Tran; Serkan Kiranyaz; Moncef Gabbouj; Xiaoyi Feng (MMSP, 2020)

Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. - Serkan Kiranyaz; Aysen Degerli; Tahir Hamid; Rashid Mazhar; Rayyan Ahmed; Rayaan Abouhasera; Morteza Zabihi; Junaid Malik; Ridha Hamila; Moncef Gabbouj (IEEE Access, 2020)

1D Convolutional Neural Networks Versus Automatic Classifiers for Known LPI Radar Signals Under White Gaussian Noise. - Alper Yildirim; Serkan Kiranyaz (IEEE Access, 2020)

A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications. - Onur Avci; Osama Abdeljaber; Serkan Kiranyaz; Mohammed Hussein; Moncef Gabbouj; Daniel J. Inman (CoRR, 2020)

Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI. - Anas M. Tahir; Yazan Qiblawey; Amith Khandakar; Tawsifur Rahman; Uzair Khurshid; Farayi Musharavati; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury (CoRR, 2020)

FastONN - Python based open-source GPU implementation for Operational Neural Networks. - Junaid Malik; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2020)

A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images. - Mete Ahishali; Aysen Degerli; Mehmet Yamac; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Khalid Hameed; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (CoRR, 2020)

Operational vs Convolutional Neural Networks for Image Denoising. - Junaid Malik; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2020)

Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks. - Mete Ahishali; Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (CoRR, 2020)

Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images. - Tawsifur Rahman; Amith Khandakar; Yazan Qiblawey; Anas M. Tahir; Serkan Kiranyaz; Saad Bin Abul Kashem; Mohammad Tariqul Islam 001; Somaya Al-Máadeed; Susu M. Zughaier; Muhammad Salman Khan 001; Muhammad Enamul Hoque Chowdhury (CoRR, 2020)

Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks. - Serkan Kiranyaz; Morteza Zabihi; Ali Bahrami Rad; Turker Ince; Ridha Hamila; Moncef Gabbouj (Neurocomputing, 2020)

Progressive Operational Perceptrons with Memory. - Dat Thanh Tran; Serkan Kiranyaz; Moncef Gabbouj; Alexandros Iosifidis (Neurocomputing, 2020)

Real-time throughput prediction for cognitive Wi-Fi networks. - Muhammad Asif Khan 001; Ridha Hamila; Nasser Ahmed Al-Emadi; Serkan Kiranyaz; Moncef Gabbouj (J. Netw. Comput. Appl., 2020)

Operational neural networks. - Serkan Kiranyaz; Turker Ince; Alexandros Iosifidis; Moncef Gabbouj (Neural Comput. Appl., 2020)

An Intelligent and Low-Cost Eye-Tracking System for Motorized Wheelchair Control. - Mahmoud Dahmani; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Tawsifur Rahman; Khaled Al-Jayyousi; Abdalla Hefny; Serkan Kiranyaz (Sensors, 2020)

Human experts vs. machines in taxa recognition. - Johanna Ärje; Jenni Raitoharju; Alexandros Iosifidis; Ville Tirronen; Kristian Meissner; Moncef Gabbouj; Serkan Kiranyaz; Salme Kärkkäinen (Signal Process. Image Commun., 2020)

Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines. - Morteza Zabihi; Serkan Kiranyaz; Ville Jäntti; Tarmo Lipping; Moncef Gabbouj (IEEE J. Biomed. Health Informatics, 2020)

Heterogeneous Multilayer Generalized Operational Perceptron. - Dat Thanh Tran; Serkan Kiranyaz; Moncef Gabbouj; Alexandros Iosifidis (IEEE Trans. Neural Networks Learn. Syst., 2020)

Reliable Covid-19 Detection using Chest X-Ray Images. - Aysen Degerli; Mete Ahishali; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Moncef Gabbouj (ICIP, 2021)

Self-Organized Residual Blocks For Image Super-Resolution. - Onur Keles; A. Murat Tekalp; Junaid Malik; Serkan Kiranyaz (ICIP, 2021)

Bm3d Vs 2-Layer Onn. - Junaid Malik; Serkan Kiranyaz; Mehmet Yamac; Moncef Gabbouj (ICIP, 2021)

Self-Organized Variational Autoencoders (Self-Vae) For Learned Image Compression. - Mustafa Akin Yilmaz; Onur Keles; Hilal Güven; Ahmet Murat Tekalp; Junaid Malik; Serkan Kiranyaz (ICIP, 2021)

Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. - Mohammad Soltanian; Junaid Malik; Jenni Raitoharju; Alexandros Iosifidis; Serkan Kiranyaz; Moncef Gabbouj (IJCNN, 2021)

Cooperative Machine Learning Techniques for Cloud Intrusion Detection. - Zina Chkirbene; Ridha Hamila; Aiman Erbad; Serkan Kiranyaz; Nasser Al-Emadi; Mounir Hamdi (IWCMC, 2021)

Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. - Mete Ahishali; Aysen Degerli; Mehmet Yamac; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Khalid Hameed; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (IEEE Access, 2021)

Early Detection of Myocardial Infarction in Low-Quality Echocardiography. - Aysen Degerli; Morteza Zabihi; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Ridha Hamila; Moncef Gabbouj (IEEE Access, 2021)

Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs. - Ozer Can Devecioglu; Junaid Malik; Turker Ince; Serkan Kiranyaz; Eray Atalay; Moncef Gabbouj (IEEE Access, 2021)

Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. - Turker Ince; Junaid Malik; Ozer Can Devecioglu; Serkan Kiranyaz; Onur Avci; Levent Eren; Moncef Gabbouj (IEEE Access, 2021)

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms. - Arafat Rahman; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Serkan Kiranyaz; Kh Shahriya Zaman; Mamun Bin Ibne Reaz; Mohammad Tariqul Islam 001; Maymouna Ezeddin; Muhammad Abdul Kadir (IEEE Access, 2021)

A machine learning model for early detection of diabetic foot using thermogram images. - 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 (Comput. Biol. Medicine, 2021)

Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images. - Tawsifur Rahman; Amith Khandakar; Yazan Qiblawey; Anas M. Tahir; Serkan Kiranyaz; Saad Bin Abul Kashem; Mohammad Tariqul Islam 001; Somaya Al-Máadeed; Susu M. Zughaier; Muhammad Salman Khan 001; Muhammad Enamul Hoque Chowdhury (Comput. Biol. Medicine, 2021)

COVID-19 infection localization and severity grading from chest X-ray images. - 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; et al. (Comput. Biol. Medicine, 2021)

Detection and severity classification of COVID-19 in CT images using deep learning. - Yazan Qiblawey; Anas M. Tahir; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Serkan Kiranyaz; Tawsifur Rahman; Nabil Ibtehaz; Sakib Mahmud; Somaya Al-Madeed; Farayi Musharavati (CoRR, 2021)

Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising. - Junaid Malik; Serkan Kiranyaz; Mehmet Yamac; Esin Guldogan; Moncef Gabbouj (CoRR, 2021)

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms. - Arafat Rahman; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Serkan Kiranyaz; Kh Shahriya Zaman; Mamun Bin Ibne Reaz; Mohammad Tariqul Islam 001; Muhammad Abdul Kadir (CoRR, 2021)

COVID-19 Infection Localization and Severity Grading from Chest X-ray Images. - 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; et al. (CoRR, 2021)

Super Neurons. - Serkan Kiranyaz; Junaid Malik; Mehmet Yamac; Esin Guldogan; Türker Ince; Moncef Gabbouj (CoRR, 2021)

Image denoising by Super Neurons: Why go deep? - Junaid Malik; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2021)

COVID-19 infection map generation and detection from chest X-ray images. - Aysen Degerli; Mete Ahishali; Mehmet Yamac; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Khalid Hameed; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (Health Inf. Sci. Syst., 2021)

Exploiting heterogeneity in operational neural networks by synaptic plasticity. - Serkan Kiranyaz; Junaid Malik; Habib Ben Abdallah; Turker Ince; Alexandros Iosifidis; Moncef Gabbouj (Neural Comput. Appl., 2021)

Self-organized Operational Neural Networks with Generative Neurons. - Serkan Kiranyaz; Junaid Malik; Habib Ben Abdallah; Turker Ince; Alexandros Iosifidis; Moncef Gabbouj (Neural Networks, 2021)

Self-organized operational neural networks for severe image restoration problems. - Junaid Malik; Serkan Kiranyaz; Moncef Gabbouj (Neural Networks, 2021)

Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. - Mehmet Yamaç; Mete Ahishali; Aysen Degerli; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Moncef Gabbouj (IEEE Trans. Neural Networks Learn. Syst., 2021)

Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. - Aysen Degerli; Fahad Sohrab; Serkan Kiranyaz; Moncef Gabbouj (CinC, 2022)

SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. - Mete Ahishali; Serkan Kiranyaz; Iftikhar Ahmad 001; Moncef Gabbouj (ICIP, 2022)

Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. - Aysen Degerli; Serkan Kiranyaz; Muhammad Enamul Hoque Chowdhury; Moncef Gabbouj (ICIP, 2022)

Improved Domain Adaptation Approach for Bearing Fault Diagnosis. - Turker Ince; Sertac Kilickaya; Levent Eren; Ozer Can Devecioglu; Serkan Kiranyaz; Moncef Gabbouj (IECON, 2022)

Federated Learning in NOMA Networks: Convergence, Energy and Fairness-Based Design. - Ilyes Mrad; Lutfi Samara; Abubakr O. Al-Abbasi; Ridha Hamila; Aiman Erbad; Serkan Kiranyaz (PIMRC, 2022)

Motion Artifacts Correction From EEG and fNIRS Signals Using Novel Multiresolution Analysis. - 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 (IEEE Access, 2022)

2D Self-organized ONN model for Handwritten Text Recognition. - Hanadi Hassen Mohammed; Junaid Malik; Somaya Al-Máadeed; Serkan Kiranyaz (Appl. Soft Comput., 2022)

Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs. - 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 (Comput. Biol. Medicine, 2022)

Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images. - Anas M. Tahir; Yazan Qiblawey; Amith Khandakar; Tawsifur Rahman; Uzair Khurshid; Farayi Musharavati; Mohammad Tariqul Islam 001; Serkan Kiranyaz; Somaya Al-Máadeed; Muhammad Enamul Hoque Chowdhury (Cogn. Comput., 2022)

Evaluating Performance of Machine Learning Models for Diabetic Sensorimotor Polyneuropathy Severity Classification using Biomechanical Signals during Gait. - 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; et al. (CoRR, 2022)

A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance. - Mehmet Yamaç; Mert Duman; Ilke Adalioglu; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2022)

2D Self-Organized ONN Model For Handwritten Text Recognition. - Hanadi Hassen Mohammed; Junaid Malik; Somaya Al-Madeed; Serkan Kiranyaz (CoRR, 2022)

R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification. - Mete Ahishali; Aysen Degerli; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (CoRR, 2022)

Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping. - Mohammad Hesam Soleimani-Babakamali; Roksana Soleimani-Babakamali; Kourosh Nasrollahzadeh; Onur Avci; Serkan Kiranyaz; Ertugrul Taciroglu (CoRR, 2022)

Zero-Shot Motor Health Monitoring by Blind Domain Transition. - Serkan Kiranyaz; Ozer Can Devecioglu; Amir Alhams; Sadok Sassi; Turker Ince; Osama Abdeljaber; Onur Avci; Moncef Gabbouj (CoRR, 2022)

Blind Restoration of Real-World Audio by 1D Operational GANs. - Turker Ince; Serkan Kiranyaz; Ozer Can Devecioglu; Muhammad Salman Khan 001; Muhammad Enamul Hoque Chowdhury; Moncef Gabbouj (CoRR, 2022)

3D Quantum Cuts for automatic segmentation of porous media in tomography images. - Junaid Malik; Serkan Kiranyaz; Riyadh Al-Raoush; Olivier Monga; Patricia Garnier; Sebti Foufou; Abdelaziz Bouras; Alexandros Iosifidis; Moncef Gabbouj; Philippe C. Baveye (Comput. Geosci., 2022)

ML-Based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks. - Muhammad Asif Khan 001; Ridha Hamila; Adel Gastli; Serkan Kiranyaz; Nasser Ahmed Al-Emadi (J. Netw. Syst. Manag., 2022)

Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography. - Oumaima Hamila; Sheela Ramanna; Christopher J. Henry; Serkan Kiranyaz; Ridha Hamila; Rashid Mazhar; Tahir Hamid (Multim. Tools Appl., 2022)

A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras. - Mohammad Al-Sa'd; Serkan Kiranyaz; Iftikhar Ahmad 001; Christian Sundell; Matti Vakkuri; Moncef Gabbouj (Sensors, 2022)

Machine Learning-Based Diabetic Neuropathy and Previous Foot Ulceration Patients Detection Using Electromyography and Ground Reaction Forces during Gait. - 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 (Sensors, 2022)

Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis. - 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 (Sensors, 2022)

A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images. - 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 (Sensors, 2022)

Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature. - 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 (Sensors, 2022)

Blind ECG Restoration by Operational Cycle-GANs. - 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 (IEEE Trans. Biomed. Eng., 2022)

Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. - Junaid Malik; Ozer Can Devecioglu; Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (IEEE Trans. Biomed. Eng., 2022)

Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network. - Muhammad Uzair Zahid; Serkan Kiranyaz; Turker Ince; Ozer Can Devecioglu; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Anas M. Tahir; Moncef Gabbouj (IEEE Trans. Biomed. Eng., 2022)

EDITH : ECG Biometrics Aided by Deep Learning for Reliable Individual Authentication. - Nabil Ibtehaz; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Serkan Kiranyaz; M. Sohel Rahman; Anas Tahir; Yazan Qiblawey; Tawsifur Rahman (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography. - Ilke Adalioglu; Mete Ahishali; Aysen Degerli; Serkan Kiranyaz; Moncef Gabbouj (CinC, 2023)

Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks. - Tuomas Jalonen; Mohammad Al-Sa'd; Roope Mellanen; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2023)

Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. - Ozer Can Devecioglu; Serkan Kiranyaz; Amer Elhmes; Sadok Sassi; Turker Ince; Onur Avci; Mohammad Hesam Soleimani-Babakamali; Ertugrul Taciroglu; Moncef Gabbouj (CoRR, 2023)

Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery. - Serkan Kiranyaz; Ozer Can Devecioglu; Amir Alhams; Sadok Sassi; Turker Ince; Onur Avci; Moncef Gabbouj (CoRR, 2023)

Global ECG Classification by Self-Operational Neural Networks With Feature Injection. - Muhammad Uzair Zahid; Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Biomed. Eng., 2023)

Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. - Mehmet Yamaç; Ugur Akpinar; Erdem Sahin; Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Image Process., 2023)

Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing. - Mehmet Yamaç; Mete Ahishali; Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Neural Networks Learn. Syst., 2023)

Representation based regression for object distance estimation. - Mete Ahishali; Mehmet Yamac; Serkan Kiranyaz; Moncef Gabbouj (Neural Networks, 2023)

D2DLive: Iterative live video streaming algorithm for D2D networks. - Zina Chkirbene; Ridha Hamila; Aiman Erbad; Serkan Kiranyaz; Nasser Al-Emadi (Comput. Networks, 2023)

RamanNet: a generalized neural network architecture for Raman spectrum analysis. - Nabil Ibtehaz; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Serkan Kiranyaz; M. Sohel Rahman; Susu M. Zughaier (Neural Comput. Appl., 2023)

Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. - Moncef Gabbouj; Serkan Kiranyaz; Junaid Malik; Muhammad Uzair Zahid; Turker Ince; Muhammad E. H. Chowdhury; Amith Khandakar; Anas Tahir (IEEE Trans. Neural Networks Learn. Syst., 2023)

Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. - Muhammad Uzair Zahid; Aysen Degerli; Fahad Sohrab; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (ICIP, 2024)

Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. - Tuomas Jalonen; Mohammad Al-Sa'd; Serkan Kiranyaz; Moncef Gabbouj (ICIT, 2024)

Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults. - Mohammad Al-Sa'd; Tuomas Jalonen; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2024)

Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. - Muhammad Uzair Zahid; Aysen Degerli; Fahad Sohrab; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2024)

High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs. - Ozer Can Devecioglu; Serkan Kiranyaz; Zafer Yilmaz; Onur Avci; Moncef Gabbouj; Ertugrul Taciroglu (CoRR, 2024)

Blind Underwater Image Restoration using Co-Operational Regressor Networks. - Ozer Can Devecioglu; Serkan Kiranyaz; Turker Ince; Moncef Gabbouj (CoRR, 2024)

Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration. - Ilke Adalioglu; Serkan Kiranyaz; Mete Ahishali; Aysen Degerli; Tahir Hamid; Rahmat Ghaffar; Ridha Hamila; Moncef Gabbouj (CoRR, 2024)

Restoration of magnetohydrodynamic-corrupted 12-lead electrocardiogram to enhance cardiac monitoring during magnetic resonance imaging. - Sakib Mahmud; Muhammad E. H. Chowdhury; Moajjem Hossain Chowdhury; Abdulrahman Alqahtani; Zaid Bin Mahbub; Faycal Bensaali; Serkan Kiranyaz (Eng. Appl. Artif. Intell., 2024)

Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN. - Sakib Mahmud; Muhammad E. H. Chowdhury; Serkan Kiranyaz; Nasser Al-Emadi; Anas M. Tahir; Md. Shafayet Hossain; Amith Khandakar; Somaya Al-Máadeed (Eng. Appl. Artif. Intell., 2024)

Wearable wrist to finger photoplethysmogram translation through restoration using super operational neural networks based 1D-CycleGAN for enhancing cardiovascular monitoring. - Sakib Mahmud; Muhammad E. H. Chowdhury; Serkan Kiranyaz; Malisha Islam Tapotee; Purnata Saha; Anas M. Tahir; Amith Khandakar; Abdulrahman Alqahtani (Expert Syst. Appl., 2024)

R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification. - Mete Ahishali; Aysen Degerli; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (Pattern Recognit., 2024)

Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. - Alexander Ulrichsen; Paul Murray; Stephen Marshall; Moncef Gabbouj; Serkan Kiranyaz; Mehmet Yamaç; Nour Aburaed (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Early myocardial infarction detection over multi-view echocardiography. - Aysen Degerli; Serkan Kiranyaz; Tahir Hamid; Rashid Mazhar; Moncef Gabbouj (Biomed. Signal Process. Control., 2024)

A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN. - 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 (Expert Syst. Appl., 2024)

Super Neurons. - Serkan Kiranyaz; Junaid Malik; Mehmet Yamac; Mert Duman; Ilke Adalioglu; Esin Guldogan; Turker Ince; Moncef Gabbouj (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Smart binary phase-coding for pulse-compression radar: An electronic protection technique against repeater jamming. - Alper Yildirim; Serkan Kiranyaz (IET Wirel. Sens. Syst., 2024)

Operational Support Estimator Networks. - Mete Ahishali; Mehmet Yamac; Serkan Kiranyaz; Moncef Gabbouj (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Multi-Source Transfer Learning for zero-shot Structural Damage Detection. - Mohammad Hesam Soleimani-Babakamali; Roksana Soleimani-Babakamali; Arash Kashfi-Yeganeh; Kourosh Nasrollahzadeh; Onur Avci; Serkan Kiranyaz; Ertugrul Taciroglu (Appl. Soft Comput., 2025)

BRSR-OpGAN: Blind radar signal restoration using operational generative adversarial network. - Muhammad Uzair Zahid; Serkan Kiranyaz; Alper Yildirim; Moncef Gabbouj (Neural Networks, 2025)

CoRe-Net: Co-Operational Regressor Network with Progressive Transfer Learning for Blind Radar Signal Restoration. - Muhammad Uzair Zahid; Serkan Kiranyaz; Alper Yildirim; Moncef Gabbouj (CoRR, 2025)

Deep Learning in Automated Power Line Inspection: A Review. - Md. Ahasan Atick Faisal; Imene Mecheter; Yazan Qiblawey; Javier Hernandez Fernandez; Muhammad E. H. Chowdhury; Serkan Kiranyaz (CoRR, 2025)

Semi-Supervised Co-Training of Time and Time-Frequency Models: Application to Bearing Fault Diagnosis. - Tuomas Jalonen; Mohammad Al-Sa'd; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2025)

Progressive Transfer Learning for Multi-Pass Fundus Image Restoration. - Uyen Phan; Ozer Can Devecioglu; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2025)

Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing. - Mehmet Yamaç; Muhammad Numan Yousaf; Serkan Kiranyaz; Moncef Gabbouj (CoRR, 2025)

Expert Operational GANS: Towards Real-Color Underwater Image Restoration. - Ozer Can Devecioglu; Serkan Kiranyaz; Mehmet Yamac; Moncef Gabbouj (CoRR, 2025)