Assoc. Prof. Dr. Serkan GUNAL

Department of Computer Engineering

Anadolu University

 

 

 

Pattern Analysis & Recognition Group | Citations

 


Contact


Postal Address:

Anadolu Universitesi Bilgisayar Muh. Bolumu Iki Eylul Kampusu Eskisehir, Turkiye.

E-mail Address:

serkangunal@anadolu.edu.tr

Telephone:

+90 (222) 3213550 - 6567


Education


BSc:   Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, Eskisehir, 1999.

MSc:   Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, Eskisehir, 2003.

PhD:   Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, Eskisehir, 2008.


Administrative Tasks


1)   Vice Chair, Dept. of Computer Engineering, Anadolu University, 2010-2014.

2)   Vice Director, Center of Computer Research and Implementation, 2014-present.


MSc Dissertation


1)   S. Gunal, "Speaker independent real time digit recognition using common vector approach method on TI TMS320C6711 DSK platform", 2003.


PhD Dissertation


1)   S. Gunal, "Feature selection and classification by subspace analysis in pattern recognition applications", 2008.


Supervised MSc Dissertations


1)   ÷. «elik, "Filtering SMS spam messages", in progress.

2)   M. Y. Pak, "New techniques for sentiment analysis and classification in texts", 2015.

3)   S. Kaplan Berkaya, "Detection of triangular and rectangular objects in digital images", 2014.

4)   S. Bozkurt, "Multicriteria route planning in traffic networks", 2013.


Supervised PhD Dissertations


1)   S. Bozkurt, "RF-based indoor positioning system", in progress.

2)   O. Aslan, "Statistical translation recommendation system with user interaction", in progress.

3)   A. K. Uysal, "New approaches to enhancing the performance of text classification", 2013.


SCI/SCI-E Journal Publications


1)   M. Y. Pak, S. Gunal, "Sentiment classification based on domain prediction", Elektronika ir Elektrotechnika, 22(2), 96-99, Apr 2016.

2)   S. Kaplan Berkaya, H. Gunduz, O. Ozsen, C. Akinlar, S. Gunal, "On circular traffic sign detection and recognition", Expert Systems with Applications, 48, 67-75, Apr 2016.

3)   A. K. Uysal, S. Gunal, "Text classification using genetic algorithm oriented latent semantic features", Expert Systems with Applications, 41, 5938-5947, Oct 2014.

4)   C. Topal, S. Gunal, O. Kocdeviren, A. Dogan, O. N. Gerek, "A low-computational approach on gaze estimation with Eye Touch system", IEEE Trans. on Cybernetics, 44(2), 228-239, 2014.

5)   A. K. Uysal, S. Gunal, "The impact of preprocessing on text classification", Information Processing & Management, 50(1), 104-112, 2014.

6)   A. K. Uysal, S. Gunal, S. Ergin, E. Sora Gunal, "The impact of feature extraction and selection on SMS spam filtering", Elektronika ir Elektrotechnika (Electronics and Electrical Engineering), 19(5), 67-72, 2013.

7)   A. K. Uysal, S. Gunal, "A novel probabilistic feature selection method for text classification", Knowledge-Based Systems, 36, 226-235, 2012.

8)   S. Gunal, "Hybrid feature selection for text classification", Turkish Journal of Electrical Engineering & Computer Sciences, 20(sup.2), 1296-1311, 2012.

9)   S. Gunal, D. G. Ece, O. N. Gerek, "Induction machine condition monitoring using notch-filtered motor current", Mechanical Systems and Signal Processing, 23(8), 2658-2670, 2009.

10)   S. Gunal, O. N. Gerek, D. G. Ece, R. Edizkan, "The search for optimal feature set in power quality event classification", Expert Systems with Applications, 36(7), 10266-10273, 2009.

11)   S. Gunal, R. Edizkan, "Subspace based feature selection for pattern recognition", Information Sciences, 178(19), 3716-3726, 2008.

12)   S. Gunal, S. Ergin, M. B. Gulmezoglu, O. N. Gerek, "On feature extraction for spam e-mail detection", Lecture Notes in Computer Science, 4105, 635-642, 2006.


Other Journal Publications


1)   S. Bozkurt Keser, A. Yazici, S. Gunal, "A multi-criteria heuristic algorithm for personalized route planning", Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering, 17(2), 299-313, 2016.

2)   S. Bozkurt Keser, U. Yayan, A. Yazici, S. Gunal, "A priori verification and validation study of RFKON database", International Journal of Computer Science: Theory and Application, 5(1), 20-27, 2016.

3)   S. Gunal, "Automated categorization scheme for digital libraries in distance learning: a pattern recognition approach", The Turkish Online Journal of Distance Education, 9(4), 30-38, 2008.


International Conference Publications


1)   S. Bozkurt, G. Elibol, S. Gunal, U. Yayan, "A comparative study on machine learning algorithms for indoor positioning", IEEE International Symposium on Innovations in Intelligent Systems and Applications, Madrid, Spain, Sep 2015.

2)   S. Bozkurt, A. Yazici, S. Gunal, U. Yayan, F. Inan, "A novel multi-sensor and multi-topological database for indoor positioning on fingerprint techniques", IEEE International Symposium on Innovations in Intelligent Systems and Applications, Madrid, Spain, Sep 2015.

3)   S. Ergin, A. K. Uysal, E. Sora Gunal, S. Gunal, M. B. Gulmezoglu, "ECG based biometric authentication using ensemble of features", IEEE 9th Iberian Conference on Information Systems and Technologies, Barcelona, Spain, Jun 2014.

4)   S. Gunal, S. Ergin, E. Sora Gunal, A. K. Uysal, "ECG classification using ensemble of features", IEEE 47th Annual Conference on Information Sciences and Systems (CISS), Baltimore, Maryland, USA, Mar 2013.

5)   A. K. Uysal, S. Gunal, S. Ergin, E. Sora Gunal, "A novel framework for SMS spam filtering", IEEE International Symposium on Innovations in Intelligent Systems and Applications, Trabzon, Turkiye, 2012.

6)   S. Gunal, R. Edizkan, "Use of novel feature extraction technique with subspace classifiers for speech recognition", IEEE International Conference on Pervasive Services, pp. 80-83, Istanbul, Turkiye, 2007.

7)   S. Gunal, R. Edizkan, "Wavelet based discriminative feature extraction for speech recognition", International Conference on Modeling and Simulation, pp. 621-624, Konya, Turkiye, 2006.

8)   S. Gunal, S. Ergin, O. N. Gerek, "Spam e-mail recognition by subspace analysis", International Symposium on Innovations in Intelligent Systems and Applications, pp. 307-310, Istanbul, Turkiye, 2005.


National Conference Publications


1)   S. Bozkurt, S. Gunal, U. Yayan, V. Bayar, "Classifier selection for RF based indoor positioning", IEEE 23rd Signal Processing and Communications Applications Conference, Malatya, Turkiye, 2015.

2)   S. Bozkurt, A. Yazici, S. Gunal, U. Yayan, "A survey on RF mapping for indoor positioning", IEEE 23rd Signal Processing and Communications Applications Conference, Malatya, Turkiye, 2015.

3)   H. Gunduz, S. Kaplan, S. Gunal, C. Akinlar, "Circular traffic sign recognition empowered by circle detection algorithm", IEEE 21st Signal Processing and Communications Applications Conference, Girne, KKTC, 2013.

4)   A. K. Uysal, S. Gunal, S. Ergin, E. Sora Gunal, "Detection of SMS spam messages on mobile phones", IEEE 20th Signal Processing and Communications Applications Conference, Fethiye, Turkiye, 2012.

5)   S. Gunal, D. G. Ece, O. N. Gerek, "Induction motor fault diagnosis via current analysis on time domain", IEEE 17th Signal Processing and Communications Applications Conference, Side, Turkiye, 2009.

6)   S. Gunal, R. Edizkan, O. N. Gerek, D. G. Ece, "Feature selection for power quality event classification", IEEE 16th Signal Processing and Communications Applications Conference, Didim, Turkiye, 2008.

7)   S. Gunal, R. Edizkan, A. Barkana, "The design of real-time digit recognizer using the common vector approach", 11th Signal Processing and Communications Applications Conference, pp. 308-311, Istanbul, Turkiye, 2003.


Books / Book Chapters


1)   S. Gunal, Y. Oysal, S. Telceken, O. Ozsen, H. Polat, C. Akinlar, A. Topuz Savas, Klavye Ogretimi (Ed: S. Gunal), Anadolu Universitesi Yayin No: 2471, AOF Yayin No: 1442, ISBN: 978-975-06-1140-7, Eskisehir, Mayis 2012.


Projects


1)   "Statistical Translation Recommendation System with User Interaction", Scientific Research Project, Grant No. 1410F415, Anadolu University, Project Director, 2014-in progress.

2)   "Automatic Traffic Sign Detection and Recognition System", Scientific Research Project, Grant No.1304F061, Anadolu University, Project Director, 2013-2015.

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

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

5)   "Establishment of Process Management Model in Faculty of Engineering and Architecture", Infrastructure Project, Grant No. 1103F052, Anadolu University, Project Researcher, 2011-2014.


Successes and Awards


1)   2nd Ranking Graduate Award, Dept. of Electrical and Electronics Engineering, Eskisehir Osmangazi University, 1999.


Courses Taught


1)   BIL566 Pattern Analysis

2)   BIL616 Pattern Recognition Applications

3)   BIM203 Logic Design

4)   BIM472 Image Processing

5)   BIM488 Introduction to Pattern Recognition

6)   EEM232 Digital Systems I

7)   EEM336 Microprocessors I

  

 

 

 

 

Anadolu University   |  Dept. of Computer Engineering

© 2015 Serkan GUNAL. All rights reserved.