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A comparative study on the use of similarity measures in case-based reasoning to improve the classification of environmental system situations

Autor
Núñez, H.; Sànchez-Marrè, M.; Cortes, U.; Comas, J.; Martínez, M.; Rodriguez-Roda, I.; Poch, M.
Tipus d'activitat
Article en revista
Revista
Environmental modelling and software
Data de publicació
2004-09
Volum
19
Número
9
Pàgina inicial
809
Pàgina final
819
DOI
https://doi.org/10.1016/j.envsoft.2003.03.003 Obrir en finestra nova
Resum
The step of identifying to which class of operational situation belongs the current environmental system (ES) situation is a key element to build successful environmental decision support systems (EDSS). This diagnosis phase is especially difficult due to multiple features involved in most environmental systems. It is not an easy task for environmental managers to acquire, to integrate and to understand all the increasing amount of data obtained from an environmental process and to get meaningfu...
Paraules clau
Case retrieval, Case-based reasoning, Environmental situation classification, Similarity metric
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
KEMLG - Grup d´Enginyeria del Coneixement i Aprenentatge Automàtic

Participants