Ömer Faruk Ertugrul

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Local Binary Pattern

Texture Features

Top Venues

Turkish J. Electr. Eng. Comput. Sci.

Appl. Soft Comput.

Biomed. Signal Process. Control.

Publications

Ömer Türk, Erdogan Aldemir, Emrullah Acar, Ömer Faruk Ertugrul
Diagnosis of schizophrenia based on transformation from EEG sub-bands to the image with deep learning architecture. Soft Comput. 28 (9-10) (2024)
Abdulhalik Oguz, Ömer Faruk Ertugrul
Emotion recognition by skeleton-based spatial and temporal analysis. Expert Syst. Appl. 238 (Part C) (2024)
Abdulhalik Oguz, Ömer Faruk Ertugrul
Determining the fullness of garbage containers by deep learning. Expert Syst. Appl. 217 (2023)
Abdulkerim Öztekin, Ömer Faruk Ertugrul, Erdogan Aldemir, Emrullah Acar
Determining the most relevant frequency bands in motion identification by accelerometer sensors. Multim. Tools Appl. 81 (8) (2022)
Abdulhalik Oguz, Ömer Faruk Ertugrul
Human identification based on accelerometer sensors obtained by mobile phone data. Biomed. Signal Process. Control. 77 (2022)
Ömer Faruk Ertugrul, Muhammed Fatih Akil
Detecting hemorrhage types and bounding box of hemorrhage by deep learning. Biomed. Signal Process. Control. 71 (Part) (2022)
Emrullah Acar, Ömer Türk, Ömer Faruk Ertugrul, Erdogan Aldemir
Employing deep learning architectures for image-based automatic cataract diagnosis. Turkish J. Electr. Eng. Comput. Sci. 29 (SI-1) (2021)
Ömer Faruk Ertugrul, Emrullah Acar, Erdogan Aldemir, Abdulkerim Öztekin
Automatic diagnosis of cardiovascular disorders by sub images of the ECG signal using multi-feature extraction methods and randomized neural network. Biomed. Signal Process. Control. 64 (2021)
Ramazan Tekin, Ömer Faruk Ertugrul, Yilmaz Kaya
New local binary pattern approaches based on color channels in texture classification. Multim. Tools Appl. 79 (43-44) (2020)
Ömer Faruk Ertugrul
A novel clustering method built on random weight artificial neural networks and differential evolution. Soft Comput. 24 (16) (2020)
Ömer Faruk Ertugrul
A novel randomized machine learning approach: Reservoir computing extreme learning machine. Appl. Soft Comput. 94 (2020)
Ömer Faruk Ertugrul
A novel randomized recurrent artificial neural network approach: recurrentrandom vector functional link network. Turkish J. Electr. Eng. Comput. Sci. 27 (6) (2019)
Yilmaz Kaya, Ömer Faruk Ertugrul
Estimation of neurological status from non-electroencephalography bio-signals by motif patterns. Appl. Soft Comput. 83 (2019)
Ahmed M. A. Sattar, Ömer Faruk Ertugrul, Bahram Gharabaghi, Edward A. McBean, Jiuwen Cao
Extreme learning machine model for water network management. Neural Comput. Appl. 31 (1) (2019)
Ömer Faruk Ertugrul, Necmettin Sezgin
A noninvasive time-frequency-based approach to estimate cuffless arterial blood pressure. Turkish J. Electr. Eng. Comput. Sci. 26 (5) (2018)
Ömer Faruk Ertugrul, Mehmet Emin Tagluk
Forecasting financial indicators by generalized behavioral learning method. Soft Comput. 22 (24) (2018)
Nihat Inanç, Murat Kayri, Ömer Faruk Ertugrul
Recognition of Daily and Sports Activities. IEEE BigData (2018)
Ömer Faruk Ertugrul
Two Novel Versions of Randomized Feed Forward Artificial Neural Networks: Stochastic and Pruned Stochastic. Neural Process. Lett. 48 (1) (2018)
Ömer Faruk Ertugrul
A novel type of activation function in artificial neural networks: Trained activation function. Neural Networks 99 (2018)
Ömer Faruk Ertugrul, Yilmaz Kaya
Determining the optimal number of body-worn sensors for human activity recognition. Soft Comput. 21 (17) (2017)
Ömer Faruk Ertugrul, Mehmet Emin Tagluk
A novel version of k nearest neighbor: Dependent nearest neighbor. Appl. Soft Comput. 55 (2017)
Ömer Faruk Ertugrul, Mehmet Emin Tagluk
A novel machine learning method based on generalized behavioral learning theory. Neural Comput. Appl. 28 (12) (2017)
Ömer Faruk Ertugrul
A novel approach for extracting ideal exemplars by clustering for massivetime-ordered datasets. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Ömer Faruk Ertugrul, Sehmus Altun
Developing correlations by extreme learning machine for calculating higher heating values of waste frying oils from their physical properties. Neural Comput. Appl. 28 (11) (2017)
Ömer Faruk Ertugrul, Mehmet Emin Tagluk
A fast feature selection approach based on extreme learning machine and coefficient of variation. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Yilmaz Kaya, Ömer Faruk Ertugrul
Gender classification from facial images using gray relational analysis with novel local binary pattern descriptors. Signal Image Video Process. 11 (4) (2017)
Yilmaz Kaya, Ömer Faruk Ertugrul
A novel feature extraction approach in SMS spam filtering for mobile communication: one-dimensional ternary patterns. Secur. Commun. Networks 9 (17) (2016)
Ömer Faruk Ertugrul, Yilmaz Kaya, Ramazan Tekin, Mehmet Nuri Almali
Detection of Parkinson's disease by Shifted One Dimensional Local Binary Patterns from gait. Expert Syst. Appl. 56 (2016)
Yilmaz Kaya, Ömer Faruk Ertugrul
A novel approach for spam email detection based on shifted binary patterns. Secur. Commun. Networks 9 (10) (2016)
Ömer Faruk Ertugrul, Yilmaz Kaya, Ramazan Tekin
A novel approach for SEMG signal classification with adaptive local binary patterns. Medical Biol. Eng. Comput. 54 (7) (2016)
Abidin Çaliskan, Ömer Faruk Ertugrul
Wavelet transform based fingerprint recognition. SIU (2015)
Yilmaz Kaya, Ömer Faruk Ertugrul, Ramazan Tekin
Two novel local binary pattern descriptors for texture analysis. Appl. Soft Comput. 34 (2015)
Mehmet Emin Tagluk, Ömer Faruk Ertugrul
A joint generalized exemplar method for classification of massive datasets. Appl. Soft Comput. 36 (2015)
M. Emin Tagluk, Mehmet Salih Mamis, Müslüm Arkan, Ömer Faruk Ertugrul
Detecting fault type and fault location in power transmission lines by extreme learning machines. SIU (2015)
Yilmaz Kaya, Lokman Kayci, Ramazan Tekin, Ömer Faruk Ertugrul
Evaluation of texture features for automatic detecting butterfly species using extreme learning machine. J. Exp. Theor. Artif. Intell. 26 (2) (2014)
Ömer Faruk Ertugrul, Mehmet Emin Tagluk
Learning with classical conditioning. SIU (2014)
Ömer Faruk Ertugrul
Adaptive texture energy measure method. CoRR (2014)
Ömer Faruk Ertugrul, M. Emin Tagluk, Yilmaz Kaya, Ramazan Tekin
EMG signal classification by extreme learning machine. SIU (2013)
Ramazan Tekin, M. Emin Tagluk, Ömer Faruk Ertugrul, Necmettin Sezgin
Complexity and irregularity analysis of the output data of a cortical network. SIU (2013)
Necmettin Sezgin, M. Emin Tagluk, Ömer Faruk Ertugrul, Yilmaz Kaya
Bispectral analysis of epileptic EEG signals. SIU (2013)
Ömer Faruk Ertugrul, M. Emin Tagluk, Yilmaz Kaya
Fault detection at power transmission lines by extreme learning machine. SIU (2013)
Ömer Faruk Ertugrul, M. Emin Tagluk, Yilmaz Kaya
Fault analysis of power transmission line by Wigner Ville distribution, gray-level co-occurrence matrix and pattern recognation. SIU (2012)
Ramazan Tekin, M. Emin Tagluk, Ömer Faruk Ertugrul
Effect of external stimulus and ionic concentrations on Hodgkin-Huxley neural model. SIU (2012)