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Annotated-Traffic Lights Panel as a Tool to Evaluate the Risk of Decisions Based on Prototypes

Autor
Conti, D.; Gibert, Karina
Tipus d'activitat
Article en revista
Revista
Frontiers in artificial intelligence and applications
Data de publicació
2013-10-01
Volum
256
Pàgina inicial
245
Pàgina final
248
DOI
10.3233/978-1-61499-320-9-245
URL
http://ebooks.iospress.nl/volumearticle/35254 Obrir en finestra nova
Resum
Clustering techniques are commonly performed to find homogeneous and distinguishable prototypes. However, a careful interpretation of these prototypes is the key to assist the expert to better organize this knowledge for decision making support. We use the annotated Traffic Lights Panel (aTPL), not only as a postprocessing tool to help understand clustering prototypes, but also to manage uncertainty related to variability which is inherent by itself within the prototypes. The aTPL handles this u...
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
KEMLG - Grup d´Enginyeria del Coneixement i Aprenentatge Automàtic

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