Serkan Kiranyaz
Orcid: 0000-0003-1551-3397
According to our database1,
Serkan Kiranyaz
authored at least 207 papers
between 2000 and 2024.
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Bibliography
2024
A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN.
Expert Syst. Appl., January, 2024
Biomed. Signal Process. Control., January, 2024
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification.
CoRR, 2024
Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults.
CoRR, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Neural Comput. Appl., September, 2023
Comput. Networks, June, 2023
Neural Networks, January, 2023
Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing.
IEEE Trans. Neural Networks Learn. Syst., 2023
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation.
IEEE Trans. Image Process., 2023
Global ECG Classification by Self-Operational Neural Networks With Feature Injection.
IEEE Trans. Biomed. Eng., 2023
CoRR, 2023
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions.
CoRR, 2023
Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks.
CoRR, 2023
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography.
Proceedings of the Computing in Cardiology, 2023
2022
EDITH : ECG Biometrics Aided by Deep Learning for Reliable Individual Authentication.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network.
IEEE Trans. Biomed. Eng., 2022
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks.
IEEE Trans. Biomed. Eng., 2022
Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature.
Sensors, 2022
A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images.
Sensors, 2022
Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis.
Sensors, 2022
Machine Learning-Based Diabetic Neuropathy and Previous Foot Ulceration Patients Detection Using Electromyography and Ground Reaction Forces during Gait.
Sensors, 2022
Sensors, 2022
Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography.
Multim. Tools Appl., 2022
J. Netw. Syst. Manag., 2022
Comput. Geosci., 2022
Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping.
CoRR, 2022
R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification.
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.
CoRR, 2022
Evaluating Performance of Machine Learning Models for Diabetic Sensorimotor Polyneuropathy Severity Classification using Biomechanical Signals during Gait.
CoRR, 2022
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images.
Cogn. Comput., 2022
Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs.
Comput. Biol. Medicine, 2022
Appl. Soft Comput., 2022
Motion Artifacts Correction From EEG and fNIRS Signals Using Novel Multiresolution Analysis.
IEEE Access, 2022
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022
Proceedings of the IECON 2022, 2022
Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography.
Proceedings of the Computing in Cardiology, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Neural Networks, 2021
Neural Networks, 2021
Neural Comput. Appl., 2021
Health Inf. Sci. Syst., 2021
CoRR, 2021
Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms.
CoRR, 2021
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising.
CoRR, 2021
CoRR, 2021
Comput. Biol. Medicine, 2021
Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images.
Comput. Biol. Medicine, 2021
A machine learning model for early detection of diabetic foot using thermogram images.
Comput. Biol. Medicine, 2021
Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms.
IEEE Access, 2021
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks.
IEEE Access, 2021
IEEE Access, 2021
IEEE Access, 2021
IEEE Access, 2021
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE J. Biomed. Health Informatics, 2020
Sensors, 2020
J. Netw. Comput. Appl., 2020
Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks.
Neurocomputing, 2020
Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images.
CoRR, 2020
Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks.
CoRR, 2020
CoRR, 2020
FastONN - Python based open-source GPU implementation for Operational Neural Networks.
CoRR, 2020
A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications.
CoRR, 2020
1D Convolutional Neural Networks Versus Automatic Classifiers for Known LPI Radar Signals Under White Gaussian Noise.
IEEE Access, 2020
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection.
IEEE Access, 2020
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
2019
A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier.
J. Signal Process. Syst., 2019
Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks.
IEEE Trans. Ind. Electron., 2019
Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring.
IEEE Trans. Ind. Electron., 2019
Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks.
Remote. Sens., 2019
Knowl. Based Syst., 2019
Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 46th Computing in Cardiology, 2019
2018
IEEE Trans. Multim., 2018
Feature synthesis for image classification and retrieval via one-against-all perceptrons.
Neural Comput. Appl., 2018
Benchmark database for fine-grained image classification of benthic macroinvertebrates.
Image Vis. Comput., 2018
1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data.
Neurocomputing, 2018
CoRR, 2018
Proceedings of the Ubiquitous Networking - 4th International Symposium, 2018
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the Computing in Cardiology, 2018
Proceedings of the Computing in Cardiology, 2018
2017
Swarm Evol. Comput., 2017
Pattern Recognit., 2017
Multim. Tools Appl., 2017
J. Big Data, 2017
Expert Syst. Appl., 2017
Generalized model of biological neural networks: Progressive operational perceptrons.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier.
Proceedings of the Computing in Cardiology, 2017
2016
Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Ind. Electron., 2016
IEEE Trans. Biomed. Eng., 2016
Pattern Recognit. Lett., 2016
Proceedings of the Sixth International Conference on Image Processing Theory, 2016
An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016
Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2nd ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Expert Syst. Appl., 2015
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Sleep stage classification using sparse rational decomposition of single channel EEG records.
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
Signal Process. Image Commun., 2014
Remote. Sens., 2014
J. Biomed. Informatics, 2014
Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates.
Ecol. Informatics, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014
Proceedings of the 5th European Workshop on Visual Information Processing, 2014
Cardinal sparse partial least square feature selection and its application in face recognition.
Proceedings of the 22nd European Signal Processing Conference, 2014
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition.
Adaptation, learning, and optimization 15, Springer, ISBN: 978-3-642-37845-4, 2014
2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Polarimetric SAR classification using visual color features extracted over pseudo color images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the International Conference on Biometrics, 2013
Proceedings of the International Conference on Biometrics, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Dynamic and scalable audio classification by collective network of binary classifiers framework: An evolutionary approach.
Neural Networks, 2012
EURASIP J. Audio Speech Music. Process., 2012
Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases.
Proceedings of the Networked Digital Technologies - 4th International Conference, 2012
Proceedings of the 5th International Symposium on Communications, 2012
Evolutionary feature generation for content-based audio classification and retrieval.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
Comput. Biol. Medicine, 2011
Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide?
Appl. Soft Comput., 2011
Polarimetric SAR images classification using collective network of binary classifiers.
Proceedings of the Joint Urban Remote Sensing Event, 2011
Incremental evolution of collective network of binary classifier for polarimetric SAR image classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
SAR imagery classification in extended feature space by Collective Network of Binary Classifiers.
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011
Collective network of evolutionary binary classifiers for content-based image retrieval.
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011
2010
IEEE Trans. Syst. Man Cybern. Part B, 2010
Image Vis. Comput., 2010
Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis.
Expert Syst. Appl., 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases.
Proceedings of the International Conference on Image Processing, 2010
Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization.
Proceedings of the Applications of Evolutionary Computation, 2010
2009
A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals.
IEEE Trans. Biomed. Eng., 2009
Evolutionary artificial neural networks by multi-dimensional particle swarm optimization.
Neural Networks, 2009
Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization.
EURASIP J. Adv. Signal Process., 2009
Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009
2008
A Generic Shape/Texture Descriptor Over Multiscale Edge Field: 2-D Walking Ant Histogram.
IEEE Trans. Image Process., 2008
Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008
2007
Hierarchical Cellular Tree: An Efficient Indexing Scheme for Content-Based Retrieval on Multimedia Databases.
IEEE Trans. Multim., 2007
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007
An efficient approach for boundary based corner detection by maximizing bending ratio and curvature.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
IEEE Trans. Image Process., 2006
A generic audio classification and segmentation approach for multimedia indexing and retrieval.
IEEE Trans. Speech Audio Process., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005
A dynamic content-based indexing method for multimedia databases: hierarchical cellular tree.
Proceedings of the 2005 International Conference on Image Processing, 2005
Hierarchical Cellular Tree: An efficient indexing method for browsing and navigation in multimedia databases.
Proceedings of the 13th European Signal Processing Conference, 2005
2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2000
An Architecture based on IETF Protocols for the Transport of MPEG-4 Content over the Internet.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000
Proceedings of the 10th European Signal Processing Conference, 2000