Ömer Faruk Ertugrul

According to our database, Ömer Faruk Ertugrul authored at least 44 papers between 2012 and 2025.

Collaborative distances:

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

2025

Developing a real-time hand exoskeleton system that controlled by a hand gesture recognition system via wireless sensors.

Yunus Hazar, Ömer Faruk Ertugrul

Biomed. Signal Process. Control., 2025

2024

Diagnosis of schizophrenia based on transformation from EEG sub-bands to the image with deep learning architecture.

Ömer Türk, Erdogan Aldemir, Emrullah Acar, Ömer Faruk Ertugrul

Soft Comput., May, 2024

Emotion recognition by skeleton-based spatial and temporal analysis.

Abdulhalik Oguz, Ömer Faruk Ertugrul

Expert Syst. Appl., March, 2024

2023

Determining the fullness of garbage containers by deep learning.

Abdulhalik Oguz, Ömer Faruk Ertugrul

Expert Syst. Appl., May, 2023

2022

Determining the most relevant frequency bands in motion identification by accelerometer sensors.

Abdulkerim Öztekin, Ömer Faruk Ertugrul, Erdogan Aldemir, Emrullah Acar

Multim. Tools Appl., 2022

Human identification based on accelerometer sensors obtained by mobile phone data.

Abdulhalik Oguz, Ömer Faruk Ertugrul

Biomed. Signal Process. Control., 2022

Detecting hemorrhage types and bounding box of hemorrhage by deep learning.

Ömer Faruk Ertugrul, Muhammed Fatih Akil

Biomed. Signal Process. Control., 2022

2021

Employing deep learning architectures for image-based automatic cataract diagnosis.

Emrullah Acar, Ömer Türk, Ömer Faruk Ertugrul, Erdogan Aldemir

Turkish J. Electr. Eng. Comput. Sci., 2021

Automatic diagnosis of cardiovascular disorders by sub images of the ECG signal using multi-feature extraction methods and randomized neural network.

Ömer Faruk Ertugrul, Emrullah Acar, Erdogan Aldemir, Abdulkerim Öztekin

Biomed. Signal Process. Control., 2021

2020

A novel clustering method built on random weight artificial neural networks and differential evolution.

Ömer Faruk Ertugrul

Soft Comput., 2020

New local binary pattern approaches based on color channels in texture classification.

Ramazan Tekin, Ömer Faruk Ertugrul, Yilmaz Kaya

Multim. Tools Appl., 2020

A novel randomized machine learning approach: Reservoir computing extreme learning machine.

Ömer Faruk Ertugrul

Appl. Soft Comput., 2020

2019

Extreme learning machine model for water network management.

Ahmed M. A. Sattar, Ömer Faruk Ertugrul, Bahram Gharabaghi, Edward A. McBean, Jiuwen Cao

Neural Comput. Appl., 2019

A novel randomized recurrent artificial neural network approach: recurrentrandom vector functional link network.

Ömer Faruk Ertugrul

Turkish J. Electr. Eng. Comput. Sci., 2019

Estimation of neurological status from non-electroencephalography bio-signals by motif patterns.

Yilmaz Kaya, Ömer Faruk Ertugrul

Appl. Soft Comput., 2019

2018

Forecasting financial indicators by generalized behavioral learning method.

Ömer Faruk Ertugrul, Mehmet Emin Tagluk

Soft Comput., 2018

Two Novel Versions of Randomized Feed Forward Artificial Neural Networks: Stochastic and Pruned Stochastic.

Ömer Faruk Ertugrul

Neural Process. Lett., 2018

A novel type of activation function in artificial neural networks: Trained activation function.

Ömer Faruk Ertugrul

Neural Networks, 2018

A noninvasive time-frequency-based approach to estimate cuffless arterial blood pressure.

Ömer Faruk Ertugrul, Necmettin Sezgin

Turkish J. Electr. Eng. Comput. Sci., 2018

Recognition of Daily and Sports Activities.

Nihat Inanç, Murat Kayri, Ömer Faruk Ertugrul

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Determining the optimal number of body-worn sensors for human activity recognition.

Ömer Faruk Ertugrul, Yilmaz Kaya

Soft Comput., 2017

Gender classification from facial images using gray relational analysis with novel local binary pattern descriptors.

Yilmaz Kaya, Ömer Faruk Ertugrul

Signal Image Video Process., 2017

A novel machine learning method based on generalized behavioral learning theory.

Ömer Faruk Ertugrul, Mehmet Emin Tagluk

Neural Comput. Appl., 2017

Developing correlations by extreme learning machine for calculating higher heating values of waste frying oils from their physical properties.

Ömer Faruk Ertugrul, Sehmus Altun

Neural Comput. Appl., 2017

A fast feature selection approach based on extreme learning machine and coefficient of variation.

Ömer Faruk Ertugrul, Mehmet Emin Tagluk

Turkish J. Electr. Eng. Comput. Sci., 2017

A novel approach for extracting ideal exemplars by clustering for massivetime-ordered datasets.

Ömer Faruk Ertugrul

Turkish J. Electr. Eng. Comput. Sci., 2017

A novel version of k nearest neighbor: Dependent nearest neighbor.

Ömer Faruk Ertugrul, Mehmet Emin Tagluk

Appl. Soft Comput., 2017

2016

A novel feature extraction approach in SMS spam filtering for mobile communication: one-dimensional ternary patterns.

Yilmaz Kaya, Ömer Faruk Ertugrul

Secur. Commun. Networks, 2016

A novel approach for spam email detection based on shifted binary patterns.

Yilmaz Kaya, Ömer Faruk Ertugrul

Secur. Commun. Networks, 2016

A novel approach for SEMG signal classification with adaptive local binary patterns.

Ömer Faruk Ertugrul, Yilmaz Kaya, Ramazan Tekin

Medical Biol. Eng. Comput., 2016

Detection of Parkinson's disease by Shifted One Dimensional Local Binary Patterns from gait.

Ömer Faruk Ertugrul, Yilmaz Kaya, Ramazan Tekin, Mehmet Nuri Almali

Expert Syst. Appl., 2016

2015

A joint generalized exemplar method for classification of massive datasets.

Mehmet Emin Tagluk, Ömer Faruk Ertugrul

Appl. Soft Comput., 2015

Two novel local binary pattern descriptors for texture analysis.

Yilmaz Kaya, Ömer Faruk Ertugrul, Ramazan Tekin

Appl. Soft Comput., 2015

Detecting fault type and fault location in power transmission lines by extreme learning machines.

M. Emin Tagluk, Mehmet Salih Mamis, Müslüm Arkan, Ömer Faruk Ertugrul

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Wavelet transform based fingerprint recognition.

Abidin Çaliskan, Ömer Faruk Ertugrul

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Evaluation of texture features for automatic detecting butterfly species using extreme learning machine.

Yilmaz Kaya, Lokman Kayci, Ramazan Tekin, Ömer Faruk Ertugrul

J. Exp. Theor. Artif. Intell., 2014

Adaptive texture energy measure method.

Ömer Faruk Ertugrul

CoRR, 2014

Learning with classical conditioning.

Ömer Faruk Ertugrul, Mehmet Emin Tagluk

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013

Complexity and irregularity analysis of the output data of a cortical network.

Ramazan Tekin, M. Emin Tagluk, Ömer Faruk Ertugrul, Necmettin Sezgin

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

Bispectral analysis of epileptic EEG signals.

Necmettin Sezgin, M. Emin Tagluk, Ömer Faruk Ertugrul, Yilmaz Kaya

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

EMG signal classification by extreme learning machine.

Ömer Faruk Ertugrul, M. Emin Tagluk, Yilmaz Kaya, Ramazan Tekin

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

Fault detection at power transmission lines by extreme learning machine.

Ömer Faruk Ertugrul, M. Emin Tagluk, Yilmaz Kaya

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

2012

Effect of external stimulus and ionic concentrations on Hodgkin-Huxley neural model.

Ramazan Tekin, M. Emin Tagluk, Ömer Faruk Ertugrul

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Fault analysis of power transmission line by Wigner Ville distribution, gray-level co-occurrence matrix and pattern recognation.

Ömer Faruk Ertugrul, M. Emin Tagluk, Yilmaz Kaya

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012