Derece Bölüm/Program Üniversite Yıl Elektrik-Elektronik Çukurova Üniversitesi 1996

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1 Adı Soyadı: Elif Derya ÜBEYLİ Doğum Tarihi: 06 Mart 1975 Unvanı: Prof.Dr. Öğrenim Durumu: Derece Bölüm/Program Üniversite Yıl Lisans Elektrik-Elektronik Çukurova Üniversitesi 1996 Mühendisliği Y. Lisans Elektrik-Elektronik Mühendisliği Niğde Üniversitesi 1998 Doktora/S.Yeterlik/ Elektronik ve Bilgisayar Tıpta Uzmanlık Eğitimi Gazi Üniversitesi 2004 Elektronik- Doçentlik Telekomünikasyon ÜAK 2006 Teknolojileri Profesör Elektrik-Elektronik Mühendisliği Osmaniye Korkut Ata Üniversitesi Akademik Unvanlar: Görevler: Görev Görev Yeri Yıl Unvanı Ar.Gör. Teknik Eğitim Fakültesi Gazi Üniversitesi Şubat Dr.Ar.Gör. Teknik Eğitim Fakültesi Gazi Üniversitesi 2004 Şubat Temmuz Öğr.Gör.Dr. Yrd.Doç.Dr. Doç.Dr. Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği, TOBB Ekonomi ve Teknoloji Üniversitesi Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği, TOBB Ekonomi ve Teknoloji Üniversitesi Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği, TOBB Ekonomi ve Teknoloji Üniversitesi Doç.Dr. Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği, Osmaniye Korkut Ata Üniversitesi Prof.Dr. Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği, Osmaniye Korkut Ata Üniversitesi 2004 Temmuz Şubat 2005 Şubat Mart 2006 Mart- 2010Ağustos 2010Aralık- 2011Haziran 2011Haziran-

2 Uzmanlık Alanlarım: 1. Sinyal işleme ve sınıflandırma 2. Biyomedikal sinyallerin spektral analizi 3. Örüntü tanıma 4. Yapay sinir ağları 5. Sezim ve kestirim teorisi 6. Yapay zeka uygulamaları 7. Tıp Bilişimi ESERLER A. Uluslararası hakemli dergilerde (SCI ve SCI-E indekslerinde taranan dergilerde) yayımlanan makaleler : 1. Budak, F., Ubeyli, E.D., Detection of Resistivity for Antibiotics by Probabilistic Neural Networks, Journal of Medical Systems, 35(1), 87-91, Sahin, D., Ubeyli, E.D., Ilbay, G., Sahin, M., Yasar, A.B., Diagnosis of Airway Obstruction or Restrictive Spirometric Patterns by Multiclass Support Vector Machines, Journal of Medical Systems, 34(5), , Übeyli, E.D., Automatic diagnosis of diabetes using adaptive neuro-fuzzy inference Systems, Expert Systems, 27(4), , Cvetkovic D, Übeyli, E.D., Holland G, Cosic, I., Alterations in Sleep EEG Activity During the Hypopnoea Episodes, Journal of Medical Systems, 34(4), , Ilbay K, Übeyli, E.D., Ilbay G, Budak, F., Recurrent Neural Networks for Diagnosis of Carpal Tunnel Syndrome Using Electrophysiologic Findings, Journal of Medical Systems, 34(4), , Übeyli, E.D., Ilbay K, Ilbay G, Şahin, D., Akansel, G., Differentiation of Two Subtypes of Adult Hydrocephalus by Mixture of Experts, Journal of Medical Systems, 34(3), , Übeyli, E.D., Cvetkovic D, Holland G, et al., Analysis of sleep EEG activity during hypopnoea episodes by least squares support vector machine employing AR coefficients, Expert Systems with Applications, 37(6), , Übeyli, E.D., Cvetkovic D, Holland G, et al., Adaptive neuro-fuzzy inference system employing wavelet coefficients for detection of alterations in sleep EEG activity during hypopnoea episodes, Digital Signal Processing, 20(3), , Übeyli, E.D., Cvetkovic, D., Cosic, I., Analysis of human PPG, ECG and EEG signals by eigenvector methods, Digital Signal Processing, 20(3), , Übeyli, E.D., Doğdu, E., Automatic detection of erythemato-squamous diseases using k-means clustering, Journal of Medical Systems, 34(2), , Übeyli, M., Übeyli, E.D., Using recurrent neural networks for estimation of minor actinides' transmutation in a high power density fusion reactor, Expert Systems with Applications, 37(4), , 2010.

3 12. Übeyli, E.D., Lyapunov exponents/probabilistic neural networks for analysis of EEG signals, Expert Systems with Applications, 37(2), , Übeyli, E.D., Recurrent neural networks employing Lyapunov exponents for analysis of ECG signals, Expert Systems with Applications, 37(2), , Übeyli, E.D., Noise cancellation in Doppler ultrasound signals with adaptive neurofuzzy inference system, Digital Signal Processing, 20(1), 63-76, Übeyli, E.D., Least squares support vector machine employing model-based methods coefficients for analysis of EEG signals, Expert Systems with Applications, 37(1), , Übeyli, E.D., Adaptive neuro-fuzzy inference systems for automatic detection of breast cancer, Journal of Medical Systems, 33(5), , Übeyli, E.D., Detecting variabilities of ECG signals by Lyapunov exponents, Neural Computing & Applications, 18(7), , Übeyli, E.D., Modified mixture of experts employing eigenvector methods and Lyapunov exponents for analysis of EEG signals, Expert Systems, 26(4), , Übeyli, E.D., Statistics over features: EEG signals analysis, Computers in Biology and Medicine, 39(8), , Übeyli, E.D., Analysis of electrocardiographic changes in partial epileptic patients by combining eigenvector methods and support vector machines, Expert Systems, 26(3), , Übeyli, E.D., Modified mixture of experts for diabetes diagnosis, Journal of Medical Systems, 33(4), , Übeyli, E.D., Implementation of automated diagnostic systems: ophthalmic arterial disorders detection case, International Journal of Systems Science, 40(7), , Übeyli, E.D., Probabilistic neural networks combined with wavelet coefficients for analysis of electroencephalogram signals, Expert Systems, 26(2), , Übeyli, E.D., Statistics over features of ECG signals, Expert Systems with Applications, 36(5), , Übeyli, E.D., Automatic detection of electroencephalographic changes using adaptive neuro-fuzzy inference system employing Lyapunov exponents, Expert Systems with Applications, 36(5), , Übeyli, E.D., İlbay, G., Şahin, D., Ateş, N., Analysis of spike-wave discharges in rats using discrete wavelet transform, Computers in Biology and Medicine, 39(3), , Übeyli, E.D., Measuring saliency of features representing EEG signals using signalto-noise ratios, Expert Systems with Applications, 36(1), , 2009.

4 28. Übeyli, E.D., Features for analysis of electrocardiographic changes in partial epileptic patients, Expert Systems with Applications, 36(3), , Übeyli, E.D., Adaptive neuro-fuzzy inference system for classification of ECG signals using Lyapunov exponents, Computer Methods and Programs in Biomedicine, 93(3), , Übeyli, E.D., Medical informatics: a model developed for diabetes education via telemedicine, Journal of Medical Systems, 33(2), , Übeyli, E.D., Combined neural networks for diagnosis of erythemato-squamous diseases, Expert Systems with Applications, 36(3), , Übeyli, E.D., Übeyli, M., Estimation of radiation damage at the structural materials of a hybrid reactor by probabilistic neural networks, Expert Systems with Applications, 36(3), , Übeyli, E.D., Combined neural network model employing wavelet coefficients for EEG signals classification, Digital Signal Processing, 19(2), , Übeyli, E.D., Combining recurrent neural networks with eigenvector methods for classification of ECG beats, Digital Signal Processing, 19(2), , Übeyli, E.D., Decision support systems for time-varying biomedical signals: EEG signals classification, Expert Systems with Applications, 36(2), , Übeyli, E.D., Analysis of EEG signals by implementing eigenvector methods/recurrent neural networks, Digital Signal Processing, 19(1), , Übeyli, E.D., Use of the Internet in medical decision making: a model developed for diabetes prediction, Neural Network World, 18(6), , Übeyli, E.D., Signal-to-noise ratios for measuring saliency of features extracted by eigenvector methods from ECG signals, Neural Network World, 18(5), , Übeyli, E.D., Signal-to-noise ratios for measuring saliency of features extracted by eigenvector methods from ophthalmic arterial Doppler signals, Expert Systems, 25(5), , Übeyli, E.D., Implementing eigenvector methods/probabilistic neural networks for analysis of EEG signals, Neural Networks, 21(9), , Übeyli, E.D., Measuring saliency of features using signal-to-noise ratios for detection of electrocardiographic changes in partial epileptic patients, Journal of Medical Systems, 32(6), , Übeyli, E.D., Support vector machines for detection of electrocardiographic changes in partial epileptic patients, Engineering Applications of Artificial Intelligence, 21(8), , Übeyli, M., Übeyli, E.D., Estimation of neutronic performance of a high power density hybrid reactor by multilayer perceptron neural networks, Journal of Fusion Energy, 27(4), , 2008.

5 44. Übeyli, E.D., Teaching application of MATLAB fuzzy logic toolbox to modeling coplanar waveguides, Computer Applications in Engineering Education, 16(3), , Übeyli, E.D., Feature extraction by autoregressive spectral analysis using maximum likelihood estimation: internal carotid arterial Doppler signals, Expert Systems, 25(4), , Übeyli, E.D., Multiclass support vector machines for diagnosis of erythematosquamous diseases, Expert Systems with Applications, 35(4), , Cvetkovic, D.,Übeyli, E.D., Cosic, I., Wavelet transform feature extraction from human PPG, ECG and EEG signal responses to ELF PEMF exposures: A pilot study, Digital Signal Processing, 18(5), , Übeyli, E.D., Time-varying biomedical signals analysis with multiclass support vector machines employing Lyapunov exponents, Digital Signal Processing, 18(4), , Übeyli, E.D., Usage of eigenvector methods to improve reliable classifier for Doppler ultrasound signals, Computers in Biology and Medicine, 38(5), , Übeyli, E.D., Diverse and composite features for ECG signals processing, Bio- Medical Materials and Engineering,18(2), 61-72, Übeyli, E.D., Cvetkovic, D., Cosic, I., AR spectral analysis technique for human PPG, ECG and EEG signals, Journal of Medical Systems, 32(3), , Übeyli, E.D., Implementing wavelet transform/mixture of experts network for analysis of electrocardiogram beats, Expert Systems, 25(2), , Übeyli, E.D., Recurrent neural networks with composite features for detection of electrocardiographic changes in partial epileptic patients, Computers in Biology and Medicine, 38(3), , Übeyli, E.D., Statistics over features for internal carotid arterial disorders detection, Computers in Biology and Medicine, 38(3), , Übeyli, E.D., Recurrent neural networks employing Lyapunov exponents for analysis of Doppler ultrasound signals, Expert Systems with Applications, 34(4), , Übeyli, E.D., Adaptive neuro-fuzzy inference system employing wavelet coefficients for detection of ophthalmic arterial disorders, Expert Systems with Applications, 34(3), , Übeyli, E.D., Wavelet/mixture of experts network structure for EEG signals classification, Expert Systems with Applications, 34(3), , Übeyli, E.D., Probabilistic neural networks employing Lyapunov exponents for analysis of Doppler ultrasound signals, Computers in Biology and Medicine, 38(1), 82-89, 2008.

6 59. Übeyli, E.D., Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines, Computers in Biology and Medicine, 38(1), 14-22, Übeyli, E.D., Usage of eigenvector methods in implementation of automated diagnostic systems for ECG beats, Digital Signal Processing, 18(1), 33-48, Übeyli, E.D., Measuring saliency of features extracted by model-based methods from internal carotid arterial Doppler signals using signal-to-noise ratios, Digital Signal Processing, 18(1), 2-14, Übeyli, E.D., MATLAB for teaching Doppler ultrasound blood flow signal analysis to biomedical engineering students, International Journal of Engineering Education, 23(6), , Übeyli, E.D., Übeyli, M., Investigating neutronic parameters of a Thorium fusion breeder with recurrent neural networks, Journal of Fusion Energy, 26(4), , Übeyli, E.D., Wavelet/probabilistic neural networks for ECG beats classification, Neural Network World, 17(3), , Übeyli, E.D., Detection of arterial disorders by spectral analysis techniques, Bio- Medical Materials and Engineering, 17(3), , Übeyli, E.D., Combining eigenvector methods and support vector machines for detecting variability of Doppler ultrasound signals, Computer Methods and Programs in Biomedicine, 86(2), , Übeyli, E.D., ECG beats classification using multiclass support vector machines with error correcting output codes, Digital Signal Processing, 17(3), , Übeyli, E.D., Detection of electrocardiogram beats using a fuzzy similarity index, Expert Systems, 24(2), Übeyli, E.D., Implementing automated diagnostic systems for breast cancer detection, Expert Systems with Applications, 33(4), , Übeyli, E.D., Doppler ultrasound signals analysis using multiclass support vector machines with error correcting output codes, Expert Systems with Applications, 33(3), , Übeyli, E.D., Comparison of different classification algorithms in clinical decisionmaking, Expert Systems, 24(1), 17-31, Übeyli, E.D., Analysis of EEG signals using Lyapunov exponents, Neural Network World, 16(3), , Übeyli, E.D., Fuzzy similarity index employing Lyapunov exponents for discrimination of EEG signals, Neural Network World, 16(5), , Übeyli, E.D., Güler, İ., Detecting variabilities of Doppler ultrasound signals by a modified mixture of experts with diverse features, Digital Signal Processing, 18(2), , 2008.

7 75. Übeyli, E.D., Güler, İ., Features extracted by eigenvector methods for detecting variability of EEG signals, Pattern Recognition Letters, 28(5), , Güler, İ., Übeyli, E.D., Multiclass support vector machines for EEG signals classification, IEEE Transactions on Information Technology in Biomedicine, 11(2), , Übeyli, E.D., Güler, İ., Performance analysis of classical, model-based and eigenvector methods: Ophthalmic arterial disorders detection case, Computers and Electrical Engineering, 33(1), 30-47, Güler, İ., Übeyli, E.D., Implementing wavelet/probabilistic neural networks for Doppler ultrasound blood flow signals, Expert Systems with Applications, 33(1), , Güler, İ., Übeyli, E.D., Expert systems for time-varying biomedical signals using eigenvector methods, Expert Systems with Applications, 32(4), , Übeyli, E.D., Güler, İ., MATLAB Toolboxes: Teaching feature extraction from timevarying biomedical signals, Computer Applications in Engineering Education, 14(4), , Güler, İ, Übeyli, E.D., Automated diagnostic systems with diverse and composite features for Doppler ultrasound signals, IEEE Transactions on Biomedical Engineering, 53(10), , Güler, İ, Übeyli, E.D., A recurrent neural network classifier for Doppler ultrasound blood flow signals, Pattern Recognition Letters, 27(13), , Güler, İ, Übeyli, E.D., Combined neural network model to compute wavelet coefficients, Expert Systems, 23(3), , Güler, İ, Übeyli, E.D., Analysis of Doppler ultrasound signals based on fuzzy similarity index, Expert Systems with Applications, 31(1), , Güler, İ, Übeyli, E.D., Feature saliency using signal-to-noise ratios in automated diagnostic systems developed for Doppler ultrasound signals, Engineering Applications of Artificial Intelligence, 19(1), 53-63, Güler, İ, Übeyli, E.D., Neural network analysis of ophthalmic arterial Doppler signals with uveitis disease, Neural Computing & Applications, 14(4), , Übeyli, E.D., Güler, İ., Feature extraction from Doppler ultrasound signals for automated diagnostic systems, Computers in Biology and Medicine, 35(9), , Güler, İ, Übeyli, E.D., Adaptive neuro-fuzzy inference system for classification of EEG signals using wavelet coefficients, Journal of Neuroscience Methods, 148(2), , Übeyli, E.D., Güler, İ., Teaching automated diagnostic systems for Doppler ultrasound blood flow signals to biomedical engineering students using MATLAB, International Journal of Engineering Education, 21(4), , 2005.

8 90. Übeyli, E.D., Güler, İ., Adaptive neuro-fuzzy inference systems for analysis of internal carotid arterial Doppler signals, Computers in Biology and Medicine, 35(8), , Güler, N.F., Übeyli, E.D., Güler, İ., Recurrent neural networks employing Lyapunov exponents for EEG signals classification, Expert Systems with Applications, 29(3), , Güler, İ, Übeyli, E.D., Adaptive neuro-fuzzy inference system for gap discontinuities in coplanar waveguides, International Journal of Electronics, 92(3), , Güler, İ, Übeyli, E.D., Automatic detection of ophthalmic artery stenosis using adaptive neuro-fuzzy inference system, Engineering Applications of Artificial Intelligence, 18(4), , Güler, İ, Übeyli, E.D., A mixture of experts network structure for modelling Doppler ultrasound blood flow signals, Computers in Biology and Medicine, 35(7), , Güler, İ, Übeyli, E.D., An expert system for detection of electrocardiographic changes in patients with partial epilepsy using wavelet-based neural networks, Expert Systems, 22(2), 62-71, Übeyli, E.D., Güler, İ., Improving medical diagnostic accuracy of ultrasound Doppler signals by combining neural network models, Computers in Biology and Medicine, 35(6), , Übeyli, E.D., Güler, İ., Automatic detection of erythemato-squamous diseases using adaptive neuro-fuzzy inference systems, Computers in Biology and Medicine, 35(5), , Übeyli, E.D., Güler, İ., Determining variability of ophthalmic arterial Doppler signals using Lyapunov exponents, Computers in Biology and Medicine, 35(5), , Güler, İ, Übeyli, E.D., Feature saliency using signal-to-noise ratios in automated diagnostic systems developed for ECG beats, Expert Systems with Applications, 28(2), , Güler, İ, Übeyli, E.D., Detection of ophthalmic arterial Doppler signals with Behcet disease using multilayer perceptron neural network, Computers in Biology and Medicine, 35(2), , Güler, İ, Übeyli, E.D., ECG beat classifier designed by combined neural network model, Pattern Recognition, 38(2), , Übeyli, E.D., Güler, İ., Selection of optimal AR spectral estimation method for internal carotid arterial Doppler signals using Cramer-Rao bound, Computers & Electrical Engineering, 30(7), , Güler, İ, Übeyli, E.D., Detecting variability of internal carotid arterial Doppler signals by Lyapunov exponents, Medical Engineering & Physics, 26(9), , 2004.

9 104. Übeyli, E.D., Güler, İ., Multilayer perceptron neural networks to compute quasistatic parameters of asymmetric coplanar waveguides, Neurocomputing, 62, , Übeyli, E.D., Güler, İ., Detection of electrocardiographic changes in partial epileptic patients using Lyapunov exponents with multilayer perceptron neural networks, Engineering Applications of Artificial Intelligence, 17(6), , Güler, İ, Übeyli, E.D., Application of adaptive neuro-fuzzy inference system for detection of electrocardiographic changes in patients with partial epilepsy using feature extraction, Expert Systems with Applications, 27(3), , Güler, N.F., Übeyli, E.D., Wavelet-based neural network analysis of ophthalmic artery Doppler signals, Computers in Biology and Medicine, 34(7), , Übeyli, E.D., Güler, İ., Spectral broadening of ophthalmic arterial Doppler signals using STFT and wavelet transform, Computers in Biology and Medicine, 34(4), , Übeyli, E.D., Güler, İ., Spectral analysis of internal carotid arterial Doppler signals using FFT, AR, MA, and ARMA methods, Computers in Biology and Medicine, 34(4), , Übeyli, E.D., Güler, İ., Comparison of eigenvector methods with classical and model-based methods in analysis of internal carotid arterial Doppler signals, Computers in Biology and Medicine, 33(6), , Güler, İ., Übeyli, E.D., Application of classical and model-based spectral methods to ophthalmic arterial Doppler signals with uveitis disease, Computers in Biology and Medicine, 33(6), , Übeyli, E.D., Güler, İ., Neural network analysis of internal carotid arterial Doppler signals: predictions of stenosis and occlusion, Expert Systems with Applications, 25(1), 1-13, Güler, İ., Übeyli, E.D., Detection of ophthalmic artery stenosis by least-mean squares backpropagation neural network, Computers in Biology and Medicine, 33(4), , Güler, İ., Hardalaç, F., Übeyli, E.D., Determination of Behcet disease with the application of FFT and AR methods, Computers in Biology and Medicine, 32(6), , B. Uluslararası ve Ulusalbilimsel toplantılarda sunulan ve bildiri kitabında (Proceedings) basılan bildiriler : 1. Übeyli, E.D., Analysis of Doppler ultrasound signals: Ophthalmic arterial disorders detection case, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC09, 43-46, Minneapolis, USA, September 2009 (davetli bildiri).

10 2. Übeyli, E.D., Advances in automated diagnostic systems, The 10th WSEAS International Conference on Neural Networks NN'09, 69-74, Prague, Czech Republic, March (Plenary Lecture). 3. Übeyli, E.D., Automated diagnostic systems: Arterial disorders detection, The 8th WSEAS International Conference on Applied Computer Science ACS'08, , Venice, Italy, November Übeyli, E.D., Adaptive neuro-fuzzy inference system employing Lyapunov exponents for electroencephalographic changes, The 6th International Symposium on Intelligent & Manufacturing Systems IMS'2008, 71-81, Sakarya, Turkey, October Übeyli, E.D., Feature extraction for analysis of ECG signals, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC08, , Vancouver, Canada, August Übeyli, E.D., İlbay, G., Şahin, D., Ateş, N., Discrete wavelet transform for analysis of spike-wave discharges in rats, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC08, , Vancouver, Canada, August Cvetkovic, D., Übeyli, E.D., Holland, G., Cosic, I., Alterations in sleep EEG activity during the hypopnoea episodes, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC08, , Vancouver, Canada, August Übeyli, E.D., İlbay, G., Şahin, D., Ateş, N., Sıçan modellerinde diken-dalga komplekslerinin dalgacık katsayıları ile analizi, Biyomed. Müh. Ulusal Toplantısı BİYOMUT 2008, (in CD), May 2008, Ankara, Turkey. 9. Übeyli, E.D., Doppler ultrasound techniques in medicine, Fifth International Scientific Teleconference New Technology in Medicine, 3(1), , Saint- Petersburg, Russia, March Übeyli, E.D., EKG işaretlerinin sınıflandırılmasında otomatik teşhis sistemlerinin başarımı, 12. Elektrik Elektronik Bilgisayar Biyomedikal Mühendisliği Ulusal Kongresi, , November 2007, Eskişehir, Turkey. 11. Übeyli, E.D., Sağlık bilgi ağları ve teletıp uygulamaları, 2. E-Sağlık Kongresi, (in CD), October 2007, Belek, Antalya, Turkey. 12. Übeyli, E.D., Modified mixture of experts for analysis of EEG signals, 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC07, , Lyon, France, August Übeyli, E.D., Cvetkovic, D., Cosic, I., Eigenvector methods for analysis of human PPG, ECG and EEG signals, 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC07, , Lyon, France, August Übeyli, E.D., Modified mixture of experts with diverse features for analysis of Doppler ultrasound signals, International Symposium on Health Informatics and Bioinformatics HIBIT07, (in CD), April 2007, Belek, Antalya, Turkey.

11 15. Übeyli, E.D., Medical decision support systems, Fourth International Scientific Teleconference New Technology in Medicine, 2(1), , Saint-Petersburg, Russia, March Übeyli, E.D., Time-varying biomedical signals analysis with multiclass support vector machines, The Fifth IASTED International Conference on Biomedical Engineering, IASTED 2007, , Innsbruck, Austria, February Übeyli, E.D., Biyomedikal eğitiminde bilişim teknolojilerinin kullanımı, XI. Türkiye'de Internet Konferansı, December 2006, Ankara, Turkey. 18. Übeyli, E.D., EKG işaretlerinin farklı ve birleşik öznitelikler ile analizi, Elektrik- Elektronik-Bilgisayar Mühendisliği Sempozyumu ELECO-2006, , December 2006, Bursa, Turkey. 19. Übeyli, E.D., Zamanla değişen biyomedikal işaretlerin dalgacık dönüşümü ile analizi, Otomatik Kontrol Ulusal Toplantısı TOK'06, , Ankara, Turkey, November Übeyli, E.D., Adaptive neuro-fuzzy inference system for analysis of Doppler signals, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC06, , New York, U.S.A., September Übeyli, E.D., Fuzzy similarity index for discrimination of EEG signals, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC06, , New York, U.S.A., September Übeyli, E.D., Güler, İ., Security issues and network architecture in aviation systems, Kayseri VI. Havacılık Sempozyumu - HaSeM06, , May 2006, Nevşehir, Turkey. 23. Güler, İ., Übeyli, E.D., Implementing combined neural network model for breast cancer diagnosis, Third International Scientific Teleconference New Technology in Medicine, 1(2), 26-28, Saint-Petersburg, Russia, March Güler, İ., Übeyli, E.D., Eigenvector methods for automated detection of time-varying biomedical signals, Computational Intelligence Methods and Applications CIMA 2005, (Paper # /05/20.00a2005), December 2005, İstanbul, Turkey. 25. Güler, İ., Übeyli, E.D., Combined neural network model for detection of electrocardiographic changes in partial epileptic patients, 4th International Conference on Electrical and Electronics Engineering ELECO 2005, , December 2005, Bursa, Turkey. 26. Übeyli, E.D., Güler, N.F., Güler, İ., Usage of information technologies in medicine: A model developed for diabetes education via telemedicine, 4th International Advanced Technologies Symposium, , September 2005, Konya, Turkey. 27. Güler, N.F., Übeyli, E.D., Güler, İ., Combined neural network model employing Lyapunov exponents: Internal carotid arterial disorders detection case, 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC05, , Shanghai, China, September Güler, İ., Übeyli, E.D., Güler, N.F., A mixture of experts network structure for EEG signals classification, 27th Annual International Conference of the IEEE

12 Engineering in Medicine and Biology Society EMBC05, , Shanghai, China, September Übeyli, E.D., Güler, İ., Combined neural network model for EEG signals classification, International Symposium on Innovations in Intelligent Systems and Applications INISTA 2005, , June 2005, İstanbul, Turkey. 30. Übeyli, E.D., Güler, İ., Farklı ve birleşik öznitelikler ile ultrasonik Doppler işaretlerinin analizi, Biyomed. Müh. Ulusal Toplantısı BİYOMUT 2005, , May 2005, İstanbul, Turkey. 31. Güler, İ, Übeyli, E.D., Automated diagnostic system developed for EEG signals using Lyapunov exponents, Second International Scientific Teleconference New Technology in Medicine, 97-99, Saint-Petersburg, Russia, March Übeyli, E.D., Güler, İ., Statistics over Lyapunov Exponents for Feature Extraction: Electroencephalographic Changes Detection Case, International Conference on Signal Processing ICSP 2004, , December 2004, İstanbul, Turkey. 33. Übeyli, E.D., Güler, İ., Dalgacık dönüşümü ile EEG işaretlerinden çıkarılan öznitelik vektörleri üzerinde istatistiksel işlemlerin gerçekleştirilmesi, Elektrik-Elektronik- Bilgisayar Mühendisliği Sempozyumu ELECO-2004, , December 2004, Bursa, Turkey. 34. Güler, İ, Übeyli, E.D., Dalgacık dönüşümünün kullanımı ile teşhis sistemleri için öznitelik çıkarma: İç karotid atardamar Doppler işaretlerinin durum analizi, Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu ASYU-INISTA 2004, 23-26, June 2004, İstanbul, Turkey. 35. Übeyli, E.D., Güler, İ., Multilayer perceptron neural networks to compute wavelet coefficients, The 13th Turkish Symposium on Artificial Intelligence and Neural Networks TAINN 2004, , June 2004, İzmir, Turkey. 36. Übeyli, E.D., Güler, İ., İşaret-gürültü oranlarının kullanımı ile teşhis sistemleri için çıkarılan özniteliklerin etkisinin belirlenmesi: İç karotid atardamar Doppler işaretlerinin durum analizi, Biyomed. Müh. Ulusal Toplantısı BİYOMUT 2004, , May 2004, İstanbul, Turkey. 37. Übeyli, E.D., Güler, İ., Application of adaptive neuro-fuzzy inference system for analysis of ophthalmic arterial Doppler signals using feature extraction, First International Scientific Teleconference New Technology in Medicine, , Saint-Petersburg, Russia, March Übeyli, E.D., Güler, İ., Application of STFT and wavelet transform to ophthalmic arterial Doppler signals, International Conference on Signal Processing ICSP 2003, vol. 1, 26-29, September 2003, Çanakkale, Turkey. 39. Übeyli, E.D., Güler, İ., Dalgacık dönüşüm tabanlı sinir ağları ile oftalmik atardamar Doppler işaretlerinin sınıflandırılması, Elektrik-Elektronik-Bilgisayar Mühendisliği 10. Ulusal Kongresi, vol. 2, , September 2003, İstanbul, Turkey. 40. Übeyli, E.D., Güler, İ., Koruyucu hekimlikte bilgisayar uygulamaları, 3rd International Advanced Technologies Symposium, vol. 1, , August 2003, Ankara, Turkey.

13 41. Güler, İ, Übeyli, E.D., Classification of internal carotid arterial Doppler signals using wavelet-based neural networks, International Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks TAINN 2003, vol. 1, 8-12, July 2003, Çanakkale, Turkey. 42. Übeyli, E.D., Güler, İ., Tıbbi karar destek sisteminde bilişim teknolojilerinin kullanımı: Diabet hastalığının teşhisi için geliştirilen model, Biyomed. Müh. Ulusal Toplantısı BİYOMUT 2003, , May 2003, İstanbul, Turkey. 43. Übeyli, E.D., Hardalaç, F., Güler, İ., Maksimum olabilirlik kestiriminin kullanılması ile Oftalmik arterden alınan Doppler işaretlerinin AR spektral analizi, Biyomed. Müh. Ulusal Toplantısı BİYOMUT 2002, 28-33, May 2002, İstanbul, Turkey. 44. Übeyli, E.D., Güler, İ., Refraktometreler ve kalibrasyon metodları, IV. Ulusal Ölçümbilim Kongresi, 89-94, October 2001, Eskişehir, Turkey. C. Yazılan uluslararası kitaplar veya kitaplarda bölümler : 1. İlbay, K., Übeyli, E.D., İlbay, G., Budak, F., A New Application of Recurrent Neural Networks for EMG-Based Diagnosis of Carpal Tunnel Syndrome, Recurrent Neural Networks for Temporal Data Processing, Published by In-Tech, Editor: Hubert Cardot, Romuald Bone, ISBN , Chapter 3, pp , February (davetli) 2. Übeyli, E.D., Telemedicine and Biotelemetry for E-Health Systems: Theory and Applications, Biomedical Knowledge Management: Infrastructures and Processes for E-Health Systems, Published by IGI Global, Editors: Wayne Pease, Malcolm Cooper, Raj Gururajan, ISBN: , Chapter 1, pp. 1-17, (davetli). 3. Übeyli, E.D., Ilbay, G., Sahin, D., Spectral Analysis Methods for Spike-Wave Discharges in Rats with Genetic Absence Epilepsy,Recent Advances in Biomedical Engineering, Published by In-Tech, Editor: Ganesh R. Naik, ISBN , Chapter 30, pp , October (davetli) 4. Cvetkovic, D., Abdullah, H., Übeyli, E.D., Holland, G., Cosic, I., Alterations in Sleep Electroencephalography and Heart Rate Variability During the Obstructive Sleep Apnoea and Hypopnoea, Recent Advances in Biomedical Engineering, Published by In-Tech, Editor: Ganesh R. Naik, ISBN , Chapter 8, pp , October (davetli) 5. Übeyli, E.D., Übeyli, M., Case Studies for Applications of Elman Recurrent Neural Networks, Recurrent Neural Networks, I-Tech Education and Publishing, Editors: Xiaolin Hu, P. Balasubramaniam, ISBN , Chapter 17, pp , (davetli) 6. Übeyli, E.D., Güler, İ., Spectral Analysis Techniques in the Detection of Coronary Artery Stenosis, Biomechanical Systems Technology, World Scientific Publishing Company, Editor: Cornelius T. Leondes, ISBN-13: , Chapter 7, Vol. 4, pp , (davetli)

14 D. Ulusal hakemli dergilerde yayımlanan makaleler : 1. Übeyli, E.D. ve Güler, N.F., Parametrik olmayan metodların performans analizi, Politeknik Dergisi, 5(1), (2002). 2. Übeyli, E.D. ve Güler, İ., Cramer-Rao alt sınırı ile AR metodunda parametre kestirim performansının analizi, Politeknik Dergisi, 5(1), 1-11 (2002). 3. Übeyli, E.D., Asimetrik koplanar dalga kılavuzunda aralık analizi, Politeknik Dergisi, 4(3), (2001). 4. Übeyli, E.D. ve Güler, İ., Atardamarlardaki daralma ve tıkanıklığın maksimum olabilirlik kestiriminin kullanıldığı AR metodu ile incelenmesi, Gazi Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 16(2), (2003). E. EI ve IM indekslerinde taranan derglerde Yayımlanan makaleler: 1. Übeyli, E.D., Analysis of ECG signals by diverse and composite features, Istanbul University - Journal of Electrical and Electronics Engineering, 7(2), , Übeyli, E.D., Biyomedikal işaretlerin sınıflandırılmasında otomatik teşhis sistemlerinin başarımı,gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, 22(3), , Übeyli, E.D., Combining neural network models for automated diagnostic systems, Journal of Medical Systems, 30(6), , Übeyli, E.D., A mixture of experts network structure for breast cancer diagnosis, Journal of Medical Systems, 29(5), , Übeyli, E.D., Güler, İ., Wavelet-based neural network analysis of internal carotid arterial Doppler signals, Journal of Medical Systems, 30(3), , Güler, İ, Übeyli, E.D., Çok katmanlı perseptron sinir ağları ile diyabet hastalığının teşhisi, Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, 21(2), , Übeyli, E.D., Güler, İ., AR ve ARMA metotlarının kullanımı ile teşhis sistemleri için öznitelik çıkarma: Oftalmik atardamar Doppler işaretlerinin durum analizi, Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, 19(4), , Übeyli, E.D., Işık, H., Güler, İ., Application of FFT and ARMA spectral analysis to arterial Doppler signals, Mathematical & Computational Applications, 8(3), , Übeyli, E.D., Güler, İ., Determination of stenosis and occlusion in arteries with the application of FFT, AR and ARMA methods, Journal of Medical Systems, 27(2), , Güler,N.F., Übeyli, E.D., Theory and applications of telemedicine, Journal of Medical Systems, 26(3), , 2002.

15 11. Güler,N.F., Übeyli, E.D., Theory and applications of biotelemetry, Journal of Medical Systems, 26(2), , F. Diğer Yayınlar: Editorial Material 1. Wozniak M, Übeyli, E.D., Computer Recognition systems, Expert Systems, 27(1), 3-5, Editorial Material 2., Übeyli, E.D., Advances in medical decision Support systems, Expert Systems, 26(1), 3-7, Proceedings Paper 1., Übeyli, E.D., Eigenvector methods for automated detection of electrocardiographic changes in partial epileptic patients, IEEE Transactions on Information Technology in Biomedicine, 13(4), , Proceedings Paper 2., Übeyli, E.D., Güler, İ., Adaptive neuro-fuzzy inference system to compute quasi-tem characteristic parameters of microshield lines with practical cavity sidewall profiles, Neurocomputing, 70(1-3), , Proceedings Paper 3., Güler, İ, Übeyli, E.D., A modified mixture of experts network structure for ECG beats classification with diverse features, Engineering Applications of Artificial Intelligence, 18(7), , Atıf Sayısı: 1069 h-indeksi: 19 Projeler 1. PC-tabanlı çok frekanslı ultrasonik Doppler kan akış cihazının gerçekleştirilmesi, 07/ , Ultrasonik Doppler Kan Akış İşaretlerinin İşlenmesi, Gazi Üniversitesi Bilimsel Araştırma Projesi, 07/ , İç Karotid Atardamar Doppler İşaretlerinin Spektral Analizi, Gazi Üniversitesi Bilimsel Araştırma Projesi, 07/ , Teşhis Sistemleri için Ultrasonik Doppler Kan Akış İşaretlerinden Özellik Çıkarımı, Gazi Üniversitesi Bilimsel Araştırma Projesi, 07/ , Biyomedikal İşaretlerin Algılanması, İşlenmesi ve Görüntülenmesi, DPT Projesi, DPT- 2003K , Epilepsi Hastalarının Elektrokardiyogramlarındaki Değişimlerin Teşhisi İçin Dalgacık Dönüşüm Tabanlı Uzman Sistem Geliştirilmesi, Project No: 07/ , 2005.

16 İdari Görevler TOBB Ekonomi ve Teknoloji Üniversitesi, Fen Bilimleri Enstitüsü Müdür Yardımcılığı, Osmaniye Korkut Ata Üniversitesi, Elektrik-Elektronik Mühendisliği Bölüm Başkanlığı, 2011 Ocak- Uluslar arası Bilimsel Aktiviteler: International Program Committee Member, The Eight IASTED International Conference on Biomedical Engineering BioMed 2011, Innsbruck, Austria, February Committee Member for IADIS International Conference WWW/Internet 2010, Timisoara, Romania, October Scientific Committee Member for International Conference of Computer Graphics and Vision ICCVG 2010, Warsaw, Poland, September International Program Committee Member, The 8th International Symposium on Soft Computing for Industry ISSCI 2010, Kobe, Japan, September Visiting Budapest Tech University (Budapest, Hungary) under the Erasmus program, March International Program Committee Member, The Seventh IASTED International Conference on Biomedical Engineering BioMed 2010, Innsbruck, Austria, February Program Committee Member, IADIS International Conference WWW/INTERNET 2009, Rome, Italy, November Plenary Lecture, The 10th WSEAS International Conference on Neural Networks NN'09, Prague, Czech Republic, March Program Committee Member, 6th International Conference on Computer Recognition Systems CORES 2009, Jelenia Gora, Poland, May Advisory Committee, 2nd International Conference on Biomedical Informatics and Signal Processing, India, March Consultant Board Member, 3rd e-health Congress, Side, Antalya, Turkey, November Program Committee Member, IADIS International Conference WWW/INTERNET 2008, Freiburg, Germany, October International Program Committee Member, 6th International Symposium on Intelligent and Manufacturing Systems, IMS2008, Sakarya, Turkey, October 2008.

17 Editorial Board Member, Fifth International Scientific Teleconference New Technology in Medicine, Saint-Petersburg, Russia, March Technical Committee Member, The Fifth International Multi-Conference on System, Signal and Devices, SSD08, Amman Jordan, July International Program Committee Member, The Sixth IASTED International Conference on Biomedical Engineering, BioMED 2008, Austria, Innsbruck, February Consultant Board Member, 2nd e-health Congress, Belek, Antalya, Turkey, October Editorial Board Member, Fourth International Scientific Teleconference New Technology in Medicine, Saint-Petersburg, Russia, March Editorial Board Member, Third International Scientific Teleconference New Technology in Medicine, Saint-Petersburg, Russia, March Advisory Board Member, 6th Kayseri Avionics Symposium, Erciyes University, Kayseri, Turkey, May Organizing Committee Member, TOK 06 National Automatic Control Symposium, TOBB Economics and Technology University, Ankara, Turkey, November Attended to Mini-Micro Fuel Cells As Electric Energy Generators of "NATO Advanced Study Institute", Çeşme, İzmir, Turkey, July Editörlükler: Associate Editor of Expert Systems ( ) Associate Editor of International Journal of Biomedical Signal Processing Guest Editor of Expert Systems (Special Issue on Advances in Medical Decision Support Systems; 26(1), 2009) Guest Editor of Expert Systems with Dr. Michal Wozniak (Special Issue on Computer Recognition Systems; 27(1), 2010) Recent Patents on Computer Science Journal of Engineering and Applied Sciences International Journal of Soft Computing Research Journal of Applied Sciences Research Journal of Medical Sciences Scientific Journals International/Electrical, Mechanical, Manufacturing, and Aerospace Engineering

18 The Open Medical Informatics Journal Bulletin of the International Scientific Surgical Association International Journal of Real-Time Systems Journal of Biomedical Science and Engineering International Journal of Engineering & Applied Sciences Hakemlikler: Expert Systems IEEE Transactions on Information Technology in Biomedicine IEEE Transactions on Evolutionary Computation IEEE Transactions on Biomedical Engineering IEEE Transactions on Signal Processing IEEE Transactions on Systems, Man, and Cybernetics, Part B IEEE Transactions on Industrial Electronics IEEE Signal Processing Letters IEEE Transactions on Knowledge and Data Engineering IEEE Transactions on Neural Networks Annals of Biomedical Engineering Artificial Intelligence in Medicine Computer Methods and Programs in Biomedicine Engineering Applications of Artificial Intelligence Medical & Biological Engineering & Computing Physics Letters A Neural Computing & Applications Digital Signal Processing Indian Academy Of Sciences SADHANA IEE Proceedings Neurocomputing Soft Computing Intelligent Automation and Soft Computing Journal of Engineering and Applied Sciences Advances in Fuzzy Systems Pattern Recognition Letters EURASIP Journal on Advances in Signal Processing

19 Neuroinformatics Medical Decision Making Journal of Multiple-Valued Logic and Soft Computing Applied Stochastic Models in Business and Industry Computational Statistics and Data Analysis Computer Applications in Engineering Education Computers and Concrete Journal of Medical Systems Journal of Biomedical Science and Engineering Computers in Biology and Medicine Computers and Electrical Engineering Biomedical Engineering Online International Journal of Systems Science BMC Bioinformatics BMC Medical Informatics and Decision Making Pattern Recognition Computers & Education Mathematical Problems in Engineering Journal of Software Engineering and Applications Information Sciences Engineering Bilimsel Kuruluşlara Üyelikler Türkiye Bilişim Derneği Tıp Bilişim Derneği Ödüller TÜBİTAK Yayın Teşvik Ödülü Gazi Üniversitesi ve TOBB Ekonomi ve Teknoloji Üniversitesi Yayın Teşvik Ödülü

20 Son iki yılda verilen lisans ve lisansüstü düzeyinde dersler Akademik Yıl Dönem Güz İlkbahar Yaz Güz İlkbahar Yaz Dersin Adı Haftalık Saati Öğrenci Teorik Uygulama Sayısı ELE 371 Sinyaller ve Sistemler ELE 543 Biyomedikal Sinyal İşleme ELE 495 Bitirme Tasarım Projesi ELE 496 Bitirme Tasarım Projesi ELE 372 Dijital Sinyal İşleme ELE 541 Biyomedikal Mühendisliği ELE 495 Bitirme Tasarım Projesi ELE 371 Sinyaller ve Sistemler ELE 496 Bitirme Tasarım Projesi ELE 372 Dijital Sinyal İşleme (2 şube)