 | Mehmet Gönen Teaching Assistant Department of Computer Engineering Boğaziçi University 34342 Bebek, İstanbul, Turkey e-mail : gonen@boun.edu.tr phone : +90 212 359 7183 office : PILAB - ETA27 Find me from satellite |
Education
- Ph.D. Computer Engineering - Boğaziçi University (2005-present)
- Thesis : Support Vector Machines and Kernel-Based Algorithms for Machine Learning
- Supervisor : Prof. Ethem Alpaydın
- M.Sc. Computer Engineering - Boğaziçi University (2003-2005)
- Thesis : BUILD.NET: A Graphical Application Generator for Object-Oriented Software and Sample Applications
- Supervisor : Prof. H. Levent Akın
- Co-supervisor : Prof. Ümit Bilge
- B.Sc. Industrial Engineering - Boğaziçi University (1998-2003)
- Senior Project : Design of a Distance-Based Computer Integrated Manufacturing Course
- Supervisor : Prof. Ümit Bilge
Research Interests
- Support Vector Machines
- Kernel Methods
- Simulation and Real-time Control of Flexible Manufacturing Systems
Publications
- M. Gönen and E. Alpaydın (2008) ”Localized Multiple Kernel Learning”, In Proceedings of the 25th International Conference on Machine Learning, 352-359.
- M. Gönen, A. G. Tanuğur, and E. Alpaydın (2008) ”Multiclass Posterior Probability Support Vector Machines”, IEEE Transactions on Neural Networks, 19(1), 130-139.
- Ü. Bilge, A. Polat, Y. Tunç, and M. Gönen (2005) “Real-time Shop Floor Control Implementations in BUFAIM Model Factory”, In Proceedings of the 15th International Conference on Flexible Automation and Intelligent Manufacturing, 383-390.
Assisted Courses
- CmpE150 Introduction to Computing
- CmpE160 Introduction to Object Oriented Programming
- CmpE343 Introduction to Probability and Statistics for Computer Engineers
- CmpE463 Data Mining
- IE201 Intermediate Programming
- IE312 Facilities Design and Planning
- IE414 Computer Integrated Manufacturing System
- IE486 Flexible Manufacturing