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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

Author
Nuñez, H.; Sànchez-Marrè, M.; Cortes, U.; Comas, J.; Martínez, M.; Rodriguez-Roda, I.; Poch, M.
Type of activity
Journal article
Journal
Environmental modelling and software
Date of publication
2004-09
Volume
19
Number
9
First page
809
Last page
819
DOI
https://doi.org/10.1016/j.envsoft.2003.03.003 Open in new window
Abstract
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...
Keywords
Case retrieval, Case-based reasoning, Environmental situation classification, Similarity metric
Group of research
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
KEMLG - Knowledge Engineering and Machine Learning Group

Participants