A trajectory index for topology conserving mapping

Authors:
Hilario López;Iván Machón;Eva Fernández
Affiliations:
Departamento de Ingeniería Eléctrica, Electrónica de Computadores y Sistemas, Universidad de Oviedo, Gijón, Spain;Departamento de Ingeniería Eléctrica, Electrónica de Computadores y Sistemas, Universidad de Oviedo, Gijón, Spain;Departamento de Ingeniería Eléctrica, Electrónica de Computadores y Sistemas, Universidad de Oviedo, Gijón, Spain
Venue:
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Year:
2006

Citing 1
Cited 1

Self-Organizing Maps

Self-Organizing Maps

Improving a trajectory index for topology conserving mapping

ACMOS'06 Proceedings of the 8th WSEAS international conference on Automatic control, modeling & simulation

Quantified Score

Hi-index	0.00

Visualization

Abstract

Topology preservation during training of Self-Organizing maps is a key factor to obtain a good quality visualization in process monitoring. In this paper, different existing indexes for topology preservation measurement are exposed and also a proposed new index is formulated.