Kadim Tasdemir

PUBLICATIONS

Kadim Tasdemir and E. Merenyi, “Exploiting data topology in visualization and clustering of Self-Organizing Maps”, submitted to IEEE Transactions on Neural Networks, July 25, 2007.

K. Tasdemir and E. Merenyi, “A new cluster validity index for prototype based clustering algorithms based on inter- and intra-cluster density”, In Proc. International Joint Conference on Neural Networks (IJCNN 2007), Orlando, Florida, USA, August 12-17, 2007 (pdf).

E. Merenyi, B. Csatho, and K. Tasdemir, “Knowledge discovery in urban environments from fused multi-dimensional imagery”, In Proc. 4th IEEE GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas(URBAN 2007), P. Gamba and M. Crawford, Eds., Paris, France, 11-13 April 2007, IEEE Catalog number 07EX1577, 2007 (pdf).

E. Merenyi, L. Zhang, and K Tasdemir, “Min(d)ing the small details: discovery of critical knowledge through precision manifold learning and application to on-board decision support”, In Proc. IEEE Intl Conference on Systems of Systems Engineering (IEEE SoSE 2007), San Antonio, TX, April 16–18, 2007 (pdf).

K. Tasdemir and E. Merenyi, “Data topology visualization for the Self-Organizing Maps,” In Proc. European Symposium on Artificial Neural Networks (ESANN'2006), Bruges, Belgium, D-Facto, April 26-28, 2006, pp. 277–282. (pdf)

K. Tasdemir and E.Merenyi, “Considering topology in clustering of the Self-Organizing Maps”, In Proc. 5th Workshop on Self-Organizing Maps (WSOM'2005), pp. 439–446, 2005. (pdf)

K. Tasdemir, “Decision Fusion Methods and Applications in Character Recognition”, MSc. Thesis, Istanbul Technical University, January 2004

K. Tasdemir, M. Gokmen, “Kaynasim Yöntemleri ve Karakter Tanima Üzerine Uygulanmasi (Decision Fusion Methods and Application in Character Recognition: in Turkish)”, 11. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SIU2003), pp. 223-227, 2003

A. Çapar, M. S. Beratoglu, K. Tasdemir, Ö. Kiliç, M. Gökmen, “ITÜ Araç Plaka Tanima Sistemi (ITU Plate Recognition System: in Turkish)”, 11. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, SIU2003, pp. 371-375, 2003

A. Çapar, K. Tasdemir, Ö.Kiliç, M. Gökmen, “A Turkish Handprint Character Recognition System,” Lecture Notes on Computer Science (LNCS) , Springer-Verlag, November 2003, pp. 447-456