Turker Ince

According to our database, Turker Ince authored at least 59 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., February, 2024

Water Region Segmentation in SAR Images Based on Compact Operational Unets.

Turker Ince, Steven Beninati, Ozer Can Devecioglu, Stephen J. Frasier, Moncef Gabbouj

Proceedings of the IGARSS 2024, 2024

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., November, 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

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

Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification.

Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj

CoRR, 2023

Improved Active Fire Detection using Operational U-Nets.

Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj

CoRR, 2023

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

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

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

Blind Restoration of Real-World Audio by 1D Operational GANs.

Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu, Muhammad Salman Khan, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj

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

Improved Domain Adaptation Approach for Bearing Fault Diagnosis.

Turker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj

Proceedings of the IECON 2022, 2022

Improved Detection of Broken Rotor Bars by 1-D Self-ONNs.

Levent Eren, Ozer Can Devecioglu, Turker Ince, Murat Askar

Proceedings of the IECON 2022, 2022

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

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

Super Neurons.

Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj

CoRR, 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

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

2020

Operational neural networks.

Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj

Neural Comput. Appl., 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

Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks.

Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

CoRR, 2020

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

Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks.

Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

Remote. Sens., 2019

1D Convolutional Neural Networks and Applications: A Survey.

Serkan Kiranyaz, Onur Avci, Osama Abdeljaber, Turker Ince, Moncef Gabbouj, Daniel J. Inman

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

1-D Convolutional Neural Networks for Signal Processing Applications.

Serkan Kiranyaz, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Progressive Operational Perceptrons.

Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj

Neurocomputing, 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

Generalized model of biological neural networks: Progressive operational perceptrons.

Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

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

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks.

Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

IEEE Trans. Biomed. Eng., 2016

2015

Convolutional Neural Networks for patient-specific ECG classification.

Serkan Kiranyaz, Turker Ince, Ridha Hamila, Moncef Gabbouj

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Automated patient-specific classification of long-term Electroencephalography.

Serkan Kiranyaz, Turker Ince, Morteza Zabihi, Dilek Ince

J. Biomed. Informatics, 2014

Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition.

Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

Adaptation, learning, and optimization 15, Springer, ISBN: 978-3-642-37845-4, 2014

2013

Application of evolutionary algorithms to garment design.

Türker Ince, Arzu Vuruskan, Ender Bulgun, Cüneyt Güzelis

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

Evolutionary RBF classifier for polarimetric SAR images.

Turker Ince, Serkan Kiranyaz, Moncef Gabbouj

Expert Syst. Appl., 2012

Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases.

Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

Proceedings of the Networked Digital Technologies - 4th International Conference, 2012

Customer Churn Prediction for Telecom Services.

Utku Yabas, Hakki C. Cankaya, Turker Ince

Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012

2011

Personalized long-term ECG classification: A systematic approach.

Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj

Expert Syst. Appl., 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

Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide?

Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

Appl. Soft Comput., 2011

Polarimetric SAR images classification using collective network of binary classifiers.

Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince

Proceedings of the Joint Urban Remote Sensing Event, 2011

Incremental evolution of collective network of binary classifier for polarimetric SAR image classification.

Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multi-dimensional evolutionary feature synthesis for content-based image retrieval.

Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

SAR imagery classification in extended feature space by Collective Network of Binary Classifiers.

Stefan Uhlmann, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

Proceedings of the 19th European Signal Processing Conference, 2011

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

Serkan Kiranyaz, Stefan Uhlmann, Jenni Pulkkinen, Moncef Gabbouj, Turker Ince

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

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

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

Unsupervised classification of polarimetric SAR image with dynamic clustering: An image processing approach.

Turker Ince

Adv. Eng. Softw., 2010

Classification of Polarimetric SAR Images Using Evolutionary RBF Networks.

Turker Ince, Serkan Kiranyaz, Moncef Gabbouj

Proceedings of the 20th International Conference on Pattern Recognition, 2010

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

Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince, Kristian Meissner

Proceedings of the International Conference on Image Processing, 2010

Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization.

Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

Proceedings of the Applications of Evolutionary Computation, 2010

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

Early Forest Fire Detection Using Radio-Acoustic Sounding System.

Yasar Guneri Sahin, Turker Ince

Sensors, 2009

Evolutionary artificial neural networks by multi-dimensional particle swarm optimization.

Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj

Neural Networks, 2009

Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization.

Serkan Kiranyaz, Stefan Uhlmann, Turker Ince, Moncef Gabbouj

EURASIP J. Adv. Signal Process., 2009

2008

Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization.

Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Preliminary quantitative analysis of S-band FNCW radar data from atmospheric observation.

Turker Ince

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007