Neural Network Applications Research

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Projects:

Students:

Publications:

ARBATLI, A. D. and H. L. Akin, "Rule Extraction from Trained Neural Networks Using Genetic Algorithms,"  Nonlinear Analysis, Vol. 30, No.3, pp.1639-1648, 1997.

BAYKUT, A., R. Ficici, and H. L. Akin, "Ship Steering Simulation Using Genetically Trained Artificial Neural Networks," 2.Industrial Automation Symposium, March 30-31, 1995, Istanbul, Proceedings, pp.291-298, 1995.(in Turkish).

AKIN, H. L. and H. Topçuoglu, "A Comparison of Several Nonlinear Optimization Methods as Multilayer Perceptron Training Algorithms," Proceedings of the Third Turkish Artificial Intelligence and Artificial Neural Networks Symposium, June 22-24, 1994, METU, Ankara-Turkey, pp.75-84, 1994.

AKIN, H. L. and S. Çelikel, "Prediction of Postoperative Hemorrage Rate in Open Heart Surgery Patients Using Thromboelastographic Data and Neural Networks," Second Turkish Artificial Intelligence and Artificial Neural Networks Symposium, June 24-25, 1993, Bogaziçi University, Istanbul, pp.113-120.

AKIN, H. L, E. Alpaydin and F. Gürgen, "Bogaziçi Üniversitesi Bilgisayar Mühendisligi Bölümünde Yapay Sinir Aglari Üstüne Yapilan Arastirmalar (Ongoing Research on Artificial Neural Networks in the Departent of Computer  Engineering at Bogaziçi University," EMO Magazine (in Turkish).

ALPAYDIN, R. and H. L. Akin, "Connectionist Approach to Improvisation on the Guitar", ISCIS VII, 2-4 November 1992, Antalya., (EHEI, 1992), 573-576.

ARATMA, S. and H. L. Akin, "Neural Network that Learns to Play Ping Pong, "First Turkish Artificial Intelligence and Artificial Neural Networks Symposium, June 25-26 1992, Bilkent University, Proceedings, (Bilkent University, 1992), 85-90. (in Turkish)

AKIN, H. L. and T. Tasoglu, "Nuclear Reactor Control Using Backpropagation Neural Networks", ISCIS VI, October 30-November 2 1991, Antalya-Türkiye, Proceedings, pp.889- 898, Elsevier, 1991.

AKIN, H. L. and T. Tasoglu, "Application of Neural Networks to Digital Computer Control Simulation of Nuclear Reactors", European Simulation Multiconference, Copenhagen-Denmark, June 17-19, 1991, Proceedings, SCS International, Denmark, pp.246-253, 1991.

Theses Supervised:

• M. Fresko, Development of a Software Tool for Optical Text Recognition for Turkish

1993
 

•  H. Topçuoğlu, Comparison of Multi-Layer Perceptron Algorithms

1992
 

• R. Alpaydın, Connectionist Approach to Improvisation Using Fingering Pattern Association

1991
 

• T. Taşoğlu, Application of Neural Networks to Digital Computer Control of Nuclear Reactors