List of works - Serkan Kiranyaz

1D convolutional neural networks and applications: A survey

scholarly article by Serkan Kiranyaz et al published April 2021 in Mechanical Systems and Signal Processing

Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images

scholarly article by Serkan Kiranyaz published in 2021

An evolutionary feature synthesis approach for content-based audio retrieval

Benchmark database for fine-grained image classification of benthic macroinvertebrates

scientific article

COVID-19 infection localization and severity grading from chest X-ray images

scientific article published on 30 October 2021

COVID-19 infection map generation and detection from chest X-ray images

scholarly article by Serkan Kiranyaz published in 2021

Classification and retrieval on macroinvertebrate image databases.

scientific article published on 23 May 2011

Classification of holter registers by dynamic clustering using multi-dimensional particle swarm optimization.

scientific article published in January 2010

Classification of polarimetric SAR images using compact convolutional neural networks

scholarly article by Mete Ahishali et al published 22 December 2020 in GIScience & remote sensing

Collective network of evolutionary binary classifiers for content-based image retrieval

scientific article published in April 2011

Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images

scholarly article by Serkan Kiranyaz published in 2021

Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks

scientific article

Early Detection of Myocardial Infarction in Low-Quality Echocardiography

scientific article

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates

scientific article

Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis

scientific article published in December 2010

Evolutionary feature synthesis by multi-dimensional particle swarm optimization

scientific article published in December 2014

Exploiting heterogeneity in operational neural networks by synaptic plasticity

scientific article

Feature synthesis for image classification and retrieval via one-against-all perceptrons

scientific article published on 29 July 2016

Human experts vs. machines in taxa recognition

scientific article

Incremental evolution of collective network of binary classifier for content-based image classification and retrieval

scientific article published in April 2011

Limited random walk algorithm for big graph data clustering

Multi-dimensional particle swarm optimization for dynamic environments

scientific article published in December 2008

Multi-dimensional particle swarm optimization in dynamic environments

scientific article published in March 2011

Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases

scientific article published in September 2010

Particle swarm clustering fitness evaluation with computational centroids

scientific article published in June 2017

Personalized Monitoring and Advance Warning System for Cardiac Arrhythmias

scientific article published on 24 August 2017

Personalized long-term ECG classification: A systematic approach

scientific article published in April 2011

Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs

scientific article

Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks

scholarly article published October 2020 in Neurocomputing

Self-organized Operational Neural Networks with Generative Neurons

scientific article

Self-organized operational neural networks for severe image restoration problems

scientific article published on 23 December 2020

The effect of automated taxa identification errors on biological indices

scientific article published in April 2017

Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering

scientific article published on 23 November 2015

List of works by Serkan Kiranyaz

1D convolutional neural networks and applications: A survey

Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images

An evolutionary feature synthesis approach for content-based audio retrieval

Benchmark database for fine-grained image classification of benthic macroinvertebrates

COVID-19 infection localization and severity grading from chest X-ray images

COVID-19 infection map generation and detection from chest X-ray images

Classification and retrieval on macroinvertebrate image databases.

Classification of holter registers by dynamic clustering using multi-dimensional particle swarm optimization.

Classification of polarimetric SAR images using compact convolutional neural networks

Collective network of evolutionary binary classifiers for content-based image retrieval

Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images

Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks

Early Detection of Myocardial Infarction in Low-Quality Echocardiography

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates

Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis

Evolutionary feature synthesis by multi-dimensional particle swarm optimization

Exploiting heterogeneity in operational neural networks by synaptic plasticity

Feature synthesis for image classification and retrieval via one-against-all perceptrons

Human experts vs. machines in taxa recognition

Incremental evolution of collective network of binary classifier for content-based image classification and retrieval

Limited random walk algorithm for big graph data clustering

Multi-dimensional particle swarm optimization for dynamic environments

Multi-dimensional particle swarm optimization in dynamic environments

Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases

Particle swarm clustering fitness evaluation with computational centroids

Personalized Monitoring and Advance Warning System for Cardiac Arrhythmias

Personalized long-term ECG classification: A systematic approach

Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs

Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks

Self-organized Operational Neural Networks with Generative Neurons

Self-organized operational neural networks for severe image restoration problems

The effect of automated taxa identification errors on biological indices

Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering