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Automatic knowledge acquisition from complex processes for the development of knowledge-based systems

Autor
Rodriguez-Roda, I.; Comas, J.; Poch, M.; Sànchez-Marrè, M.; Cortes, U.
Tipus d'activitat
Article en revista
Revista
Industrial & engineering chemistry research
Data de publicació
2001-07
Volum
40
Número
15
Pàgina inicial
3353
Pàgina final
3360
DOI
https://doi.org/10.1021/ie000528c Obrir en finestra nova
Resum
A knowledge-based system for the supervision of a wastewater treatment plant was successfully applied to a full-scale facility. The key factor of this supporting tool development was the two-phase methodology used to acquire and fix the knowledge into the knowledge base. Both phases of the methodology are presented in the paper; the first consists of literature reviews and Bite interviews with domain experts, while the second is based on machine learning tools and is subdivided into four steps: ...
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
KEMLG - Grup d´Enginyeria del Coneixement i Aprenentatge Automàtic

Participants