PhD Student
Department
of Computer Engineering,
Bilkent University,
06800 Ankara,
TURKEY
Tel: +90 (312) 290 2094 (Office)
Education
BS Computer Engineering, Bilkent University (1994 - 1998)
MS Computer Engineering, Bilkent University (1998 - 2000)
PhD Computer Engineering, Bilkent University (2000 - ?)
Research Interests
Machine Learning, Data Mining, Interesting Rule Learning Algorithms for Feature Projection Based Rule Classification Systems, Regression
Assisted Courses (Summer Semester)
CS121 Introduction to Programming for Social Sciences
PUBLICATIONS
Regression
T. Aydin, Regression by Selecting Best Feature(s), MS Thesis, Bilkent University Computer Eng. Dept.(September, 2000).
T. Aydin and H. A. Güvenir, An Eager Regression Method Based on Best Feature Projections, in Proceedings of 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2001), LNAI 2070, Springer-Verlag, Jozsef Vancza and Moonis Ali (Eds.), Budapest, Hungary, (June 4-7, 2001), 217-226.
T. Aydin and H. A. Güvenir, An Eager Regression Method Based on Selecting Appropriate Features, in Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS-2001), AAAI Press, Ingrid Russell and John Kolen (Eds.), Key West, Florida, USA, (May 21-23, 2001), 361-366.
T. Aydin and H. A. Güvenir, Regression by Selecting Appropriate Features, in Proceedings of TAINN'2000, Izmir, (June 21-23, 2000), 73-82.
Classification
T. Aydin and H. A. Güvenir, Incremental Classification Learning by Using Feature Projections, in Proceedings of the 13th Turkish Symposium on Artificial Intelligence and Artificial Neaural Networks (TAINN'04), Izmir, Turkey (June 10-11, 2004), 129-138.
Rule Interestingness Learning
T. Aydin and H. A. Güvenir, Feature Projection Based Rule Classification, in Proceedings of the Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN'2003), Canakkale, Turkey (July 2-4, 2003)
Links
H.Altay Guvenir (Advisor)
Bilkent
Machine Learning Group
Bilkent Function
Approximation Repository
Computer Engineering Deparment