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ORCIDÖmer Faruk Ertugrul
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Journal Articles
- 2025
[j33]Yunus Hazar, Ömer Faruk Ertugrul:
Developing a real-time hand exoskeleton system that controlled by a hand gesture recognition system via wireless sensors. Biomed. Signal Process. Control. 99: 106886 (2025)- 2024
- [j32]Abdulhalik Oguz
, Ömer Faruk Ertugrul:
Emotion recognition by skeleton-based spatial and temporal analysis. Expert Syst. Appl. 238(Part C): 121981 (2024) - [j31]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): 6607-6617 (2024) - 2023
- [j30]Abdulhalik Oguz, Ömer Faruk Ertugrul:
Determining the fullness of garbage containers by deep learning. Expert Syst. Appl. 217: 119544 (2023) - 2022
- [j29]Ömer Faruk Ertugrul, Muhammed Fatih Akil:
Detecting hemorrhage types and bounding box of hemorrhage by deep learning. Biomed. Signal Process. Control. 71(Part): 103085 (2022) - [j28]Abdulhalik Oguz, Ömer Faruk Ertugrul:
Human identification based on accelerometer sensors obtained by mobile phone data. Biomed. Signal Process. Control. 77: 103847 (2022) - [j27]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): 11639-11663 (2022) - 2021
- [j26]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: 102260 (2021) - [j25]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): 2649-2662 (2021) - 2020
- [j24]Ömer Faruk Ertugrul:
A novel randomized machine learning approach: Reservoir computing extreme learning machine. Appl. Soft Comput. 94: 106433 (2020) - [j23]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): 32541-32561 (2020) - [j22]Ömer Faruk Ertugrul:
A novel clustering method built on random weight artificial neural networks and differential evolution. Soft Comput. 24(16): 12067-12078 (2020) - 2019
- [j21]Yilmaz Kaya, Ömer Faruk Ertugrul:
Estimation of neurological status from non-electroencephalography bio-signals by motif patterns. Appl. Soft Comput. 83 (2019) - [j20]Ömer Faruk Ertugrul:
A novel randomized recurrent artificial neural network approach: recurrentrandom vector functional link network. Turkish J. Electr. Eng. Comput. Sci. 27(6): 4246-4255 (2019) - [j19]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): 157-169 (2019) - 2018
- [j18]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): 2260-2274 (2018) - [j17]Ömer Faruk Ertugrul:
A novel type of activation function in artificial neural networks: Trained activation function. Neural Networks 99: 148-157 (2018) - [j16]Ömer Faruk Ertugrul:
Two Novel Versions of Randomized Feed Forward Artificial Neural Networks: Stochastic and Pruned Stochastic. Neural Process. Lett. 48(1): 481-516 (2018) - [j15]Ömer Faruk Ertugrul, Mehmet Emin Tagluk:
Forecasting financial indicators by generalized behavioral learning method. Soft Comput. 22(24): 8259-8272 (2018) - 2017
- [j14]Ömer Faruk Ertugrul, Mehmet Emin Tagluk:
A novel version of k nearest neighbor: Dependent nearest neighbor. Appl. Soft Comput. 55: 480-490 (2017) - [j13]Ömer Faruk Ertugrul:
A novel approach for extracting ideal exemplars by clustering for massivetime-ordered datasets. Turkish J. Electr. Eng. Comput. Sci. 25: 2614-2634 (2017) - [j12]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: 3409-3420 (2017) - [j11]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): 3145-3152 (2017) - [j10]Ömer Faruk Ertugrul, Mehmet Emin Tagluk:
A novel machine learning method based on generalized behavioral learning theory. Neural Comput. Appl. 28(12): 3921-3939 (2017) - [j9]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): 769-776 (2017) - [j8]Ömer Faruk Ertugrul, Yilmaz Kaya:
Determining the optimal number of body-worn sensors for human activity recognition. Soft Comput. 21(17): 5053-5060 (2017) - 2016
- [j7]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: 156-163 (2016) - [j6]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): 1137-1146 (2016) - [j5]Yilmaz Kaya, Ömer Faruk Ertugrul:
A novel approach for spam email detection based on shifted binary patterns. Secur. Commun. Networks 9(10): 1216-1225 (2016) - [j4]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): 4680-4690 (2016) - 2015
- [j3]Yilmaz Kaya, Ömer Faruk Ertugrul, Ramazan Tekin:
Two novel local binary pattern descriptors for texture analysis. Appl. Soft Comput. 34: 728-735 (2015) - [j2]Mehmet Emin Tagluk, Ömer Faruk Ertugrul:
A joint generalized exemplar method for classification of massive datasets. Appl. Soft Comput. 36: 487-498 (2015) - 2014
- [j1]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): 267-281 (2014)
Conference and Workshop Papers
- 2018
- [c10]Nihat Inanç, Murat Kayri, Ömer Faruk Ertugrul:
Recognition of Daily and Sports Activities. IEEE BigData 2018: 2216-2220 - 2015
- [c9]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: 1090-1093 - [c8]Abidin Çaliskan, Ömer Faruk Ertugrul:
Wavelet transform based fingerprint recognition. SIU 2015: 1481-1484 - 2014
- [c7]Ömer Faruk Ertugrul, Mehmet Emin Tagluk:
Learning with classical conditioning. SIU 2014: 927-930 - 2013
- [c6]Ömer Faruk Ertugrul, M. Emin Tagluk, Yilmaz Kaya:
Fault detection at power transmission lines by extreme learning machine. SIU 2013: 1-4 - [c5]Ömer Faruk Ertugrul, M. Emin Tagluk, Yilmaz Kaya, Ramazan Tekin:
EMG signal classification by extreme learning machine. SIU 2013: 1-4 - [c4]Necmettin Sezgin, M. Emin Tagluk, Ömer Faruk Ertugrul, Yilmaz Kaya:
Bispectral analysis of epileptic EEG signals. SIU 2013: 1-4 - [c3]Ramazan Tekin, M. Emin Tagluk, Ömer Faruk Ertugrul, Necmettin Sezgin:
Complexity and irregularity analysis of the output data of a cortical network. SIU 2013: 1-4 - 2012
- [c2]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: 1-4 - [c1]Ramazan Tekin, M. Emin Tagluk, Ömer Faruk Ertugrul:
Effect of external stimulus and ionic concentrations on Hodgkin-Huxley neural model. SIU 2012: 1-4
Informal and Other Publications
- 2014
- [i1]Ömer Faruk Ertugrul:
Adaptive texture energy measure method. CoRR abs/1406.7075 (2014)
Coauthor Index
aka: Mehmet Emin Tagluk
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