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1

Wavelet transform feature extraction from human PPG, ECG, and EEG signal responses to ELF PEMF exposures: A pilot study

Dean Cvetkovic, Elif Derya Übeyli, Irena Cosic

Journal:

Digital Signal Processing

Year:

2008

Language:

english

File:

PDF, 1.42 MB

english, 2008

2

Adaptive neuro-fuzzy inference system employing wavelet coefficients for detection of alterations in sleep EEG activity during hypopnoea episodes

Elif Derya Übeyli, Dean Cvetkovic, Gerard Holland, Irena Cosic

Journal:

Digital Signal Processing

Year:

2010

Language:

english

File:

PDF, 495 KB

english, 2010

3

MATLAB toolboxes: Teaching feature extraction from time-varying biomedical signals

Elif Derya Übeyli̇, İnan Güler

Journal:

Computer Applications in Engineering Education

Year:

2006

Language:

english

File:

PDF, 475 KB

english, 2006

4

Application of adaptive neuro-fuzzy inference system for detection of electrocardiographic changes in patients with partial epilepsy using feature extraction

İnan Güler, Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2004

Language:

english

File:

PDF, 178 KB

english, 2004

5

Adaptive neuro-fuzzy inference system for classification of ECG signals using Lyapunov exponents

Elif Derya Übeyli

Journal:

Computer Methods and Programs in Biomedicine

Year:

2009

Language:

english

File:

PDF, 955 KB

english, 2009

6

ECG beat classifier designed by combined neural network model

İnan Güler, Elif Derya Übeylı˙

Journal:

Pattern Recognition

Year:

2005

Language:

english

File:

PDF, 164 KB

english, 2005

7

Usage of eigenvector methods in implementation of automated diagnostic systems for ECG beats

Elif Derya Übeyli

Journal:

Digital Signal Processing

Year:

2008

Language:

english

File:

PDF, 496 KB

english, 2008

8

Measuring saliency of features extracted by model-based methods from internal carotid arterial Doppler signals using signal-to-noise ratios

Elif Derya Übeyli

Journal:

Digital Signal Processing

Year:

2008

Language:

english

File:

PDF, 446 KB

english, 2008

9

Analysis of human PPG, ECG and EEG signals by eigenvector methods

Elif Derya Übeyli, Dean Cvetkovic, Irena Cosic

Journal:

Digital Signal Processing

Year:

2010

Language:

english

File:

PDF, 211 KB

english, 2010

10

Feature saliency using signal-to-noise ratios in automated diagnostic systems developed for Doppler ultrasound signals

İnan Güler, Elif Derya Übeyli

Journal:

Engineering Applications of Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 256 KB

english, 2006

11

Recurrent neural networks employing Lyapunov exponents for analysis of ECG signals

Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 384 KB

english, 2010

12

Analysis of sleep EEG activity during hypopnoea episodes by least squares support vector machine employing AR coefficients

Elif Derya Übeyli, Dean Cvetkovic, Gerard Holland, Irena Cosic

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 410 KB

english, 2010

13

Investigating Neutronic Parameters of a Thorium Fusion Breeder with Recurrent Neural Networks

Elif Derya Übeyli, Mustafa Übeyli

Journal:

Journal of Fusion Energy

Year:

2007

Language:

english

File:

PDF, 569 KB

english, 2007

14

Alterations in Sleep EEG Activity During the Hypopnoea Episodes

Dean Cvetkovic, Elif Derya Übeyli, Gerard Holland, Irena Cosic

Journal:

Journal of Medical Systems

Year:

2010

Language:

english

File:

PDF, 310 KB

english, 2010

15

Detecting variabilities of Doppler ultrasound signals by a modified mixture of experts with diverse features

Elif Derya Übeyli, İnan Güler

Journal:

Digital Signal Processing

Year:

2008

Language:

english

File:

PDF, 308 KB

english, 2008

16

Adaptive neuro-fuzzy inference system for classification of EEG signals using wavelet coefficients

İnan Güler, Elif Derya Übeyli

Journal:

Journal of Neuroscience Methods

Year:

2005

Language:

english

File:

PDF, 301 KB

english, 2005

17

Erratum to: Automatic Detection of Erythemato-Squamous Diseases Using k-Means Clustering

Elif Derya Übeyli, Erdoğan Doğdu

Journal:

Journal of Medical Systems

Year:

2012

Language:

english

File:

PDF, 62 KB

english, 2012

18

Teaching application of MATLAB fuzzy logic toolbox to modeling coplanar waveguides

Elif Derya Übeyli̇

Journal:

Computer Applications in Engineering Education

Year:

2008

Language:

english

File:

PDF, 206 KB

english, 2008

19

Feature saliency using signal-to-noise ratios in automated diagnostic systems developed for ECG beats

İnan Güler, Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2005

Language:

english

File:

PDF, 340 KB

english, 2005

20

Recurrent neural networks employing Lyapunov exponents for EEG signals classification

Nihal Fatma Güler, Elif Derya Übeyli, İnan Güler

Journal:

Expert Systems with Applications

Year:

2005

Language:

english

File:

PDF, 156 KB

english, 2005

21

Implementing wavelet/probabilistic neural networks for Doppler ultrasound blood flow signals

İnan Güler, Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2007

Language:

english

File:

PDF, 196 KB

english, 2007

22

Doppler ultrasound signals analysis using multiclass support vector machines with error correcting output codes

Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2007

Language:

english

File:

PDF, 193 KB

english, 2007

23

Wavelet/mixture of experts network structure for EEG signals classification

Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 201 KB

english, 2008

24

Measuring saliency of features representing EEG signals using signal-to-noise ratios

Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 179 KB

english, 2009

25

Decision support systems for time-varying biomedical signals: EEG signals classification

Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 251 KB

english, 2009

26

Combined neural networks for diagnosis of erythemato-squamous diseases

Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 195 KB

english, 2009

27

Estimation of radiation damage at the structural materials of a hybrid reactor by probabilistic neural networks

Elif Derya Übeyli, Mustafa Übeyli

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 333 KB

english, 2009

28

Statistics over features of ECG signals

Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 521 KB

english, 2009

29

Lyapunov exponents/probabilistic neural networks for analysis of EEG signals

Elif Derya Übeyli

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 284 KB

english, 2010

30

Wavelet-based neural network analysis of ophthalmic artery Doppler signals

Nihal Fatma Güler, Elif Derya Übeylı

Journal:

Computers in Biology and Medicine

Year:

2004

Language:

english

File:

PDF, 223 KB

english, 2004

31

Detection of ophthalmic arterial doppler signals with Behcet disease using multilayer perceptron neural network

İnan Güler, Elif Derya Übeyli

Journal:

Computers in Biology and Medicine

Year:

2005

Language:

english

File:

PDF, 217 KB

english, 2005

32

Determining variability of ophthalmic arterial Doppler signals using Lyapunov exponents

Elif Derya Übeylı, İnan Güler

Journal:

Computers in Biology and Medicine

Year:

2005

Language:

english

File:

PDF, 236 KB

english, 2005

33

Automatic detection of erythemato-squamous diseases using adaptive neuro-fuzzy inference systems

Elif Derya Übeylı, İnan Güler

Journal:

Computers in Biology and Medicine

Year:

2005

Language:

english

File:

PDF, 233 KB

english, 2005

34

A mixture of experts network structure for modelling Doppler ultrasound blood flow signals

Inan Güler, Elif Derya Übeylı

Journal:

Computers in Biology and Medicine

Year:

2005

Language:

english

File:

PDF, 256 KB

english, 2005

35

Improving medical diagnostic accuracy of ultrasound Doppler signals by combining neural network models

Elif Derya Übeyli, İnan Güler

Journal:

Computers in Biology and Medicine

Year:

2005

Language:

english

File:

PDF, 302 KB

english, 2005

36

Adaptive neuro-fuzzy inference systems for analysis of internal carotid arterial Doppler signals

Elif Derya Übeyli, İnan Güler

Journal:

Computers in Biology and Medicine

Year:

2005

Language:

english

File:

PDF, 231 KB

english, 2005

37

Feature extraction from Doppler ultrasound signals for automated diagnostic systems

Elif Derya Übeylı˙, İnan Güler

Journal:

Computers in Biology and Medicine

Year:

2005

Language:

english

File:

PDF, 355 KB

english, 2005

38

Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines

Elif Derya Übeyli

Journal:

Computers in Biology and Medicine

Year:

2008

Language:

english

File:

PDF, 166 KB

english, 2008

39

Probabilistic neural networks employing Lyapunov exponents for analysis of Doppler ultrasound signals

Elif Derya Übeyli

Journal:

Computers in Biology and Medicine

Year:

2008

Language:

english

File:

PDF, 146 KB

english, 2008

40

Statistics over features for internal carotid arterial disorders detection

Elif Derya Übeyli

Journal:

Computers in Biology and Medicine

Year:

2008

Language:

english

File:

PDF, 163 KB

english, 2008

41

Recurrent neural networks with composite features for detection of electrocardiographic changes in partial epileptic patients

Elif Derya Übeyli˙

Journal:

Computers in Biology and Medicine

Year:

2008

Language:

english

File:

PDF, 278 KB

english, 2008

42

Usage of eigenvector methods to improve reliable classifier for Doppler ultrasound signals

Elif Derya Übeyli

Journal:

Computers in Biology and Medicine

Year:

2008

Language:

english

File:

PDF, 266 KB

english, 2008

43

Analysis of spike-wave discharges in rats using discrete wavelet transform

Elif Derya Übeyli, Gül İlbay, Deniz Şahin, Nurbay Ateş

Journal:

Computers in Biology and Medicine

Year:

2009

Language:

english

File:

PDF, 358 KB

english, 2009

44

Statistics over features: EEG signals analysis

Elif Derya Übeyli

Journal:

Computers in Biology and Medicine

Year:

2009

Language:

english

File:

PDF, 313 KB

english, 2009

45

Selection of optimal AR spectral estimation method for internal carotid arterial Doppler signals using Cramer–Rao bound

Elif Derya Übeyli, İnan Güler

Journal:

Computers & Electrical Engineering

Year:

2004

Language:

english

File:

PDF, 396 KB

english, 2004

46

Performance analysis of classical, model-based and eigenvector methods: Ophthalmic arterial disorders detection case

Elif Derya Übeyli˙, İnan Güler

Journal:

Computers & Electrical Engineering

Year:

2007

Language:

english

File:

PDF, 299 KB

english, 2007

47

ECG beats classification using multiclass support vector machines with error correcting output codes

Elif Derya Übeyli

Journal:

Digital Signal Processing

Year:

2007

Language:

english

File:

PDF, 170 KB

english, 2007

48

Time-varying biomedical signals analysis with multiclass support vector machines employing Lyapunov exponents

Elif Derya Übeyli

Journal:

Digital Signal Processing

Year:

2008

Language:

english

File:

PDF, 190 KB

english, 2008

49

Combined neural network model employing wavelet coefficients for EEG signals classification

Elif Derya Übeyli

Journal:

Digital Signal Processing

Year:

2009

Language:

english

File:

PDF, 376 KB

english, 2009

50

Analysis of EEG signals by implementing eigenvector methods/recurrent neural networks

Elif Derya Übeyli

Journal:

Digital Signal Processing

Year:

2009

Language:

english

File:

PDF, 242 KB

english, 2009