Self-organizing maps for cyclic and unbounded graphs

ESANN 2008 Proceedings, 16th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning

Volumn , Issue , 2008, Pages 203-208

  Hagenbuchner, M ^a   Sperduti, A ^b   Tsoi, A C ^c  

^a UNIVERSITY OF WOLLONGONG   (Australia)

^b UNIVERSITY OF PADOVA   (Italy)

^c HONG KONG BAPTIST UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL DEMANDS; STRUCTURED INFORMATION;

CONFORMAL MAPPING; NEURAL NETWORKS;

GRAPHIC METHODS;

EID: 72149108445     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. T. Kohonen. Self-Organizing Maps, volume 30 of Springer Series in Information Sciences. Springer, Berlin, Heidelberg, 1995.
2. M. Hagenbuchner, A. Sperduti, and A. C. Tsoi. A self-organizing map for adaptive processing of structured data. IEEE Transactions on Neural Networks, 14(3):491-505, May 2003.
3. M. Hagenbuchner, A. Sperduti, and A. C. Tsoi. Contextual processing of graphs using self-organizing maps. In European symposium on Artificial Neural Networks, 27-29 April 2005.
4. F. Scarselli, S. L. Yong, M. Gori, M. Hagenbuchner, A. C. Tsoi, and M. Maggini. Graph neural networks for ranking web pages. In Web Intelligence Conference, 2005.
5. M. Kc, M. Hagenbuchner, A. C. Tsoi, F. Scarselli, M. Gori, and S. Sperduti. Xml document mining using contextual self-organizing maps for structures. In Lecture Notes in Computer Science. Springer-Verlag Berlin Heidelberg, 2007.
6. M. Strickert and B. Hammer. Neural gas for sequences. In WSOM'03, pages pp 53-57, 2003.