semih ergin

 

Assoc. Prof. Dr. Semih ERGIN

Department of Electrical and Electronics Engineering

Eskisehir Osmangazi University

 

 

 

 

 


Contact


Postal Address:

Eskisehir Osmangazi Universitesi, Elek.-Elektro. Muh. Bolumu, Meselik Kampusu, Eskisehir, Turkiye.

E-mail Address:

sergin (at) ogu.edu.tr

Telephone:

+90 (222) 239 37 50 - 3265


Education


HS:     Eskisehir Fatih Science High School, Eskisehir, 1996.

BSc:   Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, Eskisehir, 2002.

MSc:   Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, Eskisehir, 2004.

PhD:   Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, Eskisehir, 2009.


Administrative Tasks


1)   Dept. Vice Chair, Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, January 2013-present.


MSc Dissertation


S. Ergin, "The Improvement and Recognition of the Noisy Speech Parameters", 2004.


PhD Dissertation


S. Ergin, "Using the Common Vector And Matrix Approaches in Pattern Recognition", 2009.


Supervised MSc Dissertations


1)   A. Cinar, "The Classification of Cancerous Cells occured in Lung", in progress.

2)   O. Kilinc, "Breast Cancer Diagnosis on Mammogram Images", 2013.

Supervised PhD Dissertations


1)   İ. Işıklı Esener, "The Identification of Suspicious Regions on Mammogram Images for Breast Cancer and the Classification of Breast Cancer Type", in progress.


SCI/SCI-E Journal Publications


1)   Işıklı Esener İ., S. Ergin and T. Yüksel, A New Feature Ensemble with a Multi-Stage Classification Scheme for Breast Cancer Diagnosis, Journal of Healthcare Engineering, Vol. 2017, 3895164, June 2017.

 

2)   Ergin S., Ö. N. Gerek, M. B. Gülmezoğlu ve A. Barkana, On the Realization of Common Matrix Classifier Using Covariance Tensors, Digital Signal Processing, Vol. 41, pp. 110-117, 2015.

 

3)   Özkan K., S. Ergin, Ş. Işık ve İ. Işıklı Esener, A New Classification Scheme of Plastic Wastes Based Upon Recycling Labels, Waste Management, Vol. 35, pp. 29-35, 2015.

 

4)   Ergin S. ve O. Kılınç, A New Feature Extraction Framework Based on Wavelets for Breast Cancer Diagnosis, Computers in Biology and Medicine, Vol. 51, pp. 171-182, 2014.

 

5)   Yumurtaci M., G. Gokmen, C. Arikan, S. Ergin ve O. Kilic, Classification of short circuit faults in high voltage energy transmission line using energy of instantaneous active power components based common vector approach, Turkish Journal of Electrical Engineering and Computer Sciences, Accepted for Publication, July 01, 2014.

 

6)   Uysal A.K., Gunal S, Ergin S. ve Gunal Sora E., The impact of feature extraction and selection on SMS spam filtering, Elektronika IR Elektrotechnika, Vol. 19, Issue: 5, pp. 67-72, 2013.

 

7)   Gülmezoğlu M. B., R. Edizkan, S. Ergin ve A. Barkana, Use of Center of Gravity with the Common Vector Approach in Isolated Word Recognition, Expert Systems with Applications (ESWA), Vol. 38, Issue: 4, pp. 3690-3696, 2011.

 

8)   Ergin S., S. Çakır, Ö. N. Gerek ve M. B. Gülmezoğlu, A New Implementation of Common Matrix Approach Using Third-Order Tensors for Face Recognition, Expert Systems with Applications (ESWA), Vol. 38, Issue: 4, pp. 3246-3251, 2011.

 

9)   Gülmezoğlu M. B. ve S. Ergin, An Approach for Bearing Fault Detection in Electrical Motors, European Transactions on Electrical Power (ETEP), Vol. 17, Issue: 6, pp. 628-641, 2007.

 

10)   Günal S., S. Ergin, M. B. Gülmezoğlu ve Ö. N. Gerek, On Feature Extraction for Spam E-Mail Detection, Lecture Notes on Computer Science, Vol. 4105, pp. 635-642, 2006.


Other Journal Publications


1)   Işıklı Esener İ., S. Ergin and T. Yüksel, A Genuine GLCM-based Feature Extraction for Breast Tissue Classification on Mammograms, International Journal of Intelligent Systems and Applications in Engineering (IJISAE), Issue:4, pp. 124-129, 2016.

 

2)   Elibol G. and S. Ergin, The Assessment of Time-Domain Features for Detecting Symptoms of Diabetic Retinopathy, International Journal of Intelligent Systems and Applications in Engineering (IJISAE), Issue:4, pp. 136-140, 2016.

 

3)   Ergin S. ve M. B. Gülmezoğlu, A Novel Framework for Partition-based Face Recognition, International Journal of Innovative Computing, Information and Control (IJICIC), Vol.9, Issue:5, pp. 1819-1834, 2013.

 

4)   Ergin S., E.S. Gunal, H. Yigit and R. Aydin, Turkish anti-spam filtering using binary and probabilistic models, AWER Procedia Information Technology and Computer Science, Vol. 1, pp. 1007-1012, ISSN: 2147-5105, 2012.

 

5)   Ergin S., A. Uzuntas and M. B. Gülmezoğlu, Detection of Stator, Bearing and Rotor Faults in Induction Motors by Using DWT Coefficients in CVA, Procedia Engineering, No: 30, pp. 1103-1109, ISSN: 1877-7058, 2012.

 

6)   Ergin S., M. B. Gülmezoğlu and A. Barkana, Robust Speech Recognition Using Affine Transform, International Journal of Computational Intelligence, Vol. 1, No: 2, pp. 271–273, ISSN:1304–2386, 2003.


International Conference Publications


1)   Işıklı Esener İ., S. Ergin and T. Yüksel, A New Ensemble of Features for Breast Cancer Diagnosis, Proc. of IEEE 38th International Conference on Information and Communication Technology, Electronics and Microelectronics (MIPRO’15), pp. 1415-1420, Opatija, Croatia, 2015.

 

2)   Ergin S., A.K. Uysal, E. Ş. Günal, S. Günal and M.B. Gulmezoglu, ECG Based Biometric Authentication Using Ensemble of Features, Proc. of IEEE 9th Iberian Conference on Information Systems and Technologies (CISTI’14), vol. I, pp. 1001-1006, Barcelona, Spain, 2014.

 

3)   Ergin S. and Ş. Işık, The Investigation on the Effect of Feature Vector Dimension for Spam Email Detection with a New Framework, Proc. of IEEE 9th Iberian Conference on Information Systems and Technologies (CISTI’14), vol. II, pp. 335-338, Barcelona, Spain, 2014.

 

4)   Ergin S. and Ş. Işık, The Assessment of Feature Selection Methods on Agglutinative Language for Spam Email Detection: A Special Case for Turkish, Proc. of IEEE Int. Symposium on Innovations in Intelligent Systems and Applications (INISTA’14), pp. 122–125, Alberobello, Italy, 2014.

 

5)   Ergin S. and O. Kılınç, Using DSIFT and LCP Features for Detecting Breast Lesions, Proc. of 3rd International Symposium on Computing in Science and Engineering (ISCSE’13), pp. 216-220, İzmir, Turkey, 2013.

 

6)   Kılınç O. and S. Ergin, Breast Lesion Detection Using HOG and LCP Features, Proc. of International Science and Technology Conference (ISTEC’13), pp. 235-241, Rome, Italy, 2013.

 

7)   Ergin S. and R. A. Arapoğlu, Use of Regression in Noisy Speech Recognition, Proc. of 14th International Symposium on Econometrics, Operations Research and Statistics (EYI’13), Sarajevo, Bosnia and Herzegovina, 2013.

 

8)   Günal S., S. Ergin, E. Ş. Günal and A. K. Uysal, ECG Classification Using Ensemble of Features, Proc. of IEEE 47th Annual Conference on Information Sciences and Systems (CISS’13), Baltimore, Maryland, USA, 2013.

 

9)   Uysal A. K., S. Günal, S. Ergin and E. Ş. Günal, A Novel Framework for SMS Spam Filtering, Proc. of Int. Symposium on Innovations in Intelligent Systems and Applications (INISTA’12), pp. 1–4, Trabzon, Türkiye, 2012.

 

10)   Ergin S., A. Uzuntas and M. B. Gülmezoğlu, Detection of Stator, Bearing and Rotor Faults in induction motors by using DWT coefficients in CVA, Proc. of The Int. Conf. on Communication Technology and System Design (ICCTSD’11), Coimbatore, India, 2011.

 

11)   Ergin S., E.S. Gunal, H. Yigit and R. Aydin, Turkish anti-spam filtering using binary and probabilistic models, Proc. of 2nd World Conf. on Information Technology (WCIT’11), Antalya, Türkiye, 2011.

 

12)   Ergin S., S. Tezel and M. B. Gülmezoğlu, DWT-based fault diagnosis in induction motors by using CVA, Proc. of Int. Symposium on Innovations in Intelligent Systems and Applications (INISTA’11), pp. 129–132, İstanbul, Türkiye, 2011.

 

13)   Ergin S., G. Dağ and M. B. Gülmezoğlu, Stress Level Diagnosis for Automobile Drivers using Common Vector Approach, Proc. of the 6th International Advanced Technologies Symposium (IATS’11), pp. 356–359, Elazığ, Türkiye, 2011.

 

14)   Çakır S., S. Ergin and M. B. Gülmezoğlu, 2D-DWT Based Feature Extraction for Face Recognition, Proc. of International Science and Technology Conference (ISTEC’10), pp. 6-11, Famagusta, TRNC, 2010.

 

15)   Durmuş B., H. Temurtaş, M. Akçay and S. Ergin, The Inverse Kinematic Solution Using Differential Evolution for 6R Robot Manipulator, Proc. of International Science and Technology Conference (ISTEC’10), pp. 737–743, Famagusta, TRNC, 2010.

 

16)   Ergin S. and M. B. Gülmezoğlu, Face Recognition Based on Face Partitions Using Common Vector Approach, Proc. of 3rd International Symposium on Communications, Control and Signal Processing (ISCCSP’08), pp. 624–628, St. Julians, Malta, 2008.

 

17)   Ergin S. and M. B. Gülmezoğlu, Common Vector Approach for Fault Detection of Induction Motors, Proc. of the International Conference on Modeling and Simulation (MS’06), pp. 89–93, Konya, Türkiye, 2006.

 

18)   Gülmezoğlu M. B., R. Edizkan, S. Ergin and A. Barkana, Improvements on Isolated Word Recognition Using Subspace Methods, Proc. of 13th European Signal Processing Conference (EUSIPCO’05), Antalya, Türkiye, 2005.

 

19)   Edizkan R., M. B. Gülmezoğlu, S. Ergin and A. Barkana, Improvements on Common Vector Approach for Multi Class Problems, Proc. of 13th European Signal Processing Conference (EUSIPCO’05), Antalya, Türkiye, 2005.

 

20)   Günal S., S. Ergin and Ö. N. Gerek, Spam E-mail Recognition by Subspace Analysis, Proc. of Int. Symposium on Innovations in Intelligent Systems and Applications (INISTA’05), pp. 307–310, İstanbul, Türkiye, 2005.

 

21)   Besci E., S. Ergin and M. B. Gülmezoğlu, Use of Improved Feature Vectors in Spectral Subtraction Method, Proc. of 1st Int. Conf. on Informatics (ICI’04), Çeşme, İzmir, Türkiye, 2004.

 

22)   Ergin S., M. B. Gülmezoğlu and A. Barkana, Use of Improved Feature Vectors in Affine Transformation for Robust Speech Recognition, Proc. of 1st Int. Conf. on Informatics (ICI’04), Çeşme, İzmir, Türkiye, 2004.


National Conference Publications


1)   Işıklı Esener İ., S. Ergin ve T. Yüksel, Göğüs Kanseri Teşhisinde Bir Öznitelik Seçim Analizi, IEEE Tıp Teknolojileri Ulusal Kongresi (TIPTEKNO'15), ss. 412-415, Bodrum, Muğla, 2015.

 

2)   Yoldaş M., Şakar M. O., Dirlikli M., Kılınç O. ve S. Ergin, Mamografi İmgelerinden HOG Öznitelikleri Çıkartılarak Hastaların Kanser Seviyelerinin Belirlenmesi, İlk Bildiriler Konferansı (İBK’13), ss. 20-22, Ankara, 2013.

 

3)   Arapoğlu R. A. ve S. Ergin, Bir Kaynak Atölyesi İçin Gürültü Haritası Çıkarma Yöntemi, 18. Ulusal Ergonomi Kongresi, ss. 564–569, Gaziantep, 2012.

 

4)   Uysal A. K., Günal S., Ergin S. ve Günal E. Ş., Mobil Telefonlarda İstenmeyen SMS Mesajlarının Belirlenmesi, 20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU’12), Fethiye, Muğla, 2012.

 

5)   Ergin S. ve R. A. Arapoğlu, İntegral Hesap Kullanılarak Sürekli Bir Gürültü Kaynağının Çevreye Etkisinin İncelenmesi, 17. Ulusal Ergonomi Kongresi, ss. 333-339, Eskişehir, 2011.

 

6)   Arapoğlu R. A. ve S. Ergin, Bir Gürültü Kaynağının Çevreye Etkisinin Monte Carlo Yöntemi ile İncelenmesi, 17. Ulusal Ergonomi Kongresi, ss. 328-332, Eskişehir, 2011.

 

7)   Ergin S. ve M. O. Çelik, Gürbüz Ses Tanımada Gürültüden Bağımsız Yeni Bir Yaklaşım, Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU’08), ss. 76–80, Isparta, 2008.

 

8)   Ergin S., M. Yılmaz, S. Çakır ve E. Seke, Yüz Tanımada 2B-HFD Tabanlı Özniteliklerin Ortak Matris Yaklaşımında Kullanılması, Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU’08), ss. 296–300, Isparta, 2008.

 

9)   Ergin S. ve A. Tekin, Yüz Bölütleri Tabanlı Ortak Matris Yaklaşımı Kullanarak Yüz Tanıma, Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU’08), ss. 301–305, Isparta, 2008.

 

10)   Gülmezoğlu M. B., R. Edizkan, S. Ergin ve A. Barkana, Ağırlık Merkezi Yöntemini Kullanarak Yalıtık Kelimelerin Uç Noktalarının Belirlenmesi, 15. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU’07), ss. 1–4, Eskişehir, 2007.

 

11)   Gülmezoğlu M. B., R. Edizkan, S. Ergin ve A. Barkana, FLDA Kullanarak Ayrık Kelime Tanımada Yapılan İyileştirmeler, 13. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU’05), ss. 703–706, Kayseri, 2005.

 

12)   Ergin S., M. B. Gülmezoğlu ve A. Barkana, İlgin Dönüşümü Kullanılarak Gürültülü Seslerin Temiz Seslere Haritalanması, 12. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU’04), ss. 234–236, Kuşadası, Aydın, 2004.


Books / Book Chapters


1)   C. Kaleli, A. Bilge, S. Ergin, E. Şora Günal,"Bilgisayar ve Programlamaya Giriş (Ed: Y. Hoşcan)", Anadolu Universitesi Yayin No: 3319, AOF Yayin No: 2179, ISBN: 978-975-06-1939-7, Eskişehir, Mayıs 2016.

2)   E. Kıyak, I. Yazar, A. Özger, S. Ergin, O. Parlaktuna,"Devre Analizi (Ed: E. Kıyak)", Anadolu Universitesi Yayin No: 2520, AOF Yayin No: 1491, ISBN: 978-975-06-1189-6, Eskişehir, Mayıs 2012.


Projects


1)   "The Detection of Suspicious Regions on Mammogram Images for Breast Cancer and the Analysis of These Regions in the Sense of Breast Cancer", Scientific Research Project, Grant No. 2015-698, Eskisehir Osmangazi University, Project Director, 2015-2017.

 

2)   "Health Status Monitoring of Drivers using Physiological Signals", Scientific Research Project, Grant No. 201215037, Eskisehir Osmangazi University, Project Director, 2012-2015.

 

3)   "Identification of SMS Spam Messages on Smartphones", Scientific Research Project, Grant No. 1103F054, Anadolu University, Project Researcher, 2011-2012.

 

4)   "The Improvement on the Recognition Rates of Isolated Words", Scientific Research Project, Grant No. 1103F054, Eskisehir Osmangazi University, Project Researcher, 2003-2004.


Successes and Awards


1)   2nd Ranking Graduate Award (3.38/4.00 GPA), Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, 2002.


Courses Taught


1)   Biomedical Pattern Recognition

2)   Circuit Analysis I

3)   Circuit Analysis II

4)   PLC Automation Systems

 

 

 

Eskisehir Osmangazi University   |  Dept. of Elec. and Electro. Eng.

© 2017 Semih ERGIN. All rights reserved.