Vigilancia Tecnológica Cientifica de Ciclos Biogeoquímicos


  • Carlos Felipe Gaitan Ospina University of British Columbia



vigilancia tecnológica, mapas auto-organizados, aprendizaje no supervisado, bases de datos.


The use of new tools is needed in order to study the geosciences, where gathering information related with different variables is required. This activity implies the use of human and financial resources; nevertheless, each year many losses are registered because of the use of resources in the development of previously invented technologies. This fact and the growing amount of information at patent offices and Proquest databases, encouraged the design of a tool capable of classifying this kind of information.


Download data is not yet available.

Author Biography

Carlos Felipe Gaitan Ospina, University of British Columbia

Department of Earth and Ocean Sciences Graduate Research Assistant


BUCKLAND, M. (2005, Abril 20). Neural Network Tutorial in Plain English. AI Junkie: (accesed in May 13, 2008)

FORT, J.C., Letremy, P., Cottrell, M. (2002). Advantages and drawbacks of the Batch Kohonen algorithm.

GAITAN Ospina, C. F. (2008). Desarrollo e imple-mentación de procesos de Vigilancia Tecnológica asociados al estudio de los ciclos biogeoquímicos e hidrológico. Bogota.

HASSOUN, M. H. (1995). Fundamentals of Artificial neural Networks. Cambridge, Massachusetts: MIT Press.

HEATON, J. (2005). Introduction to Neural Networks with JAVA. St. Louis: Heaton Research.

HECHT-NIELSEN. (1990). Neurocomputing. Massachu-setts: Addison-Wesley.

KOHONEN, T. (1984). Self-Organization and Associative Memory. Berlin: Springer-Verlag.

KOHONEN, T. (1995). Self-Organizing Maps. Berlin: Springer-Verlag.

ProQuest. (2008). ProQuest. (accesed in May 20, 2008)

The MathWorks Inc. (2008). Neural Network Toolbox User's Guide. In H. Demuth, M. Beale, & M. Hagan. Natick: MathWork.

USPTO. (2008). USPC-to-IPC Reverse Concordance. (accesed in July 08, 2008)




How to Cite

Gaitan Ospina, C. F. (2009). Vigilancia Tecnológica Cientifica de Ciclos Biogeoquímicos. Journal of Technology Management & Innovation, 4(2), 44–53.



Research Articles

Similar Articles

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 > >> 

You may also start an advanced similarity search for this article.