Export Publication

The publication can be exported in the following formats: APA (American Psychological Association) reference format, IEEE (Institute of Electrical and Electronics Engineers) reference format, BibTeX and RIS.

Export Reference (APA) 
Cardoso, M. G. M. S. & Chambel, L. (2023). A valuation model for lab-grown diamonds.  XXX Jornadas de Classificação e Análise de Dados (JOCLAD2023).
Export Reference (IEEE) 
M. M. Cardoso and L. M. Cardoso,  "A valuation model for lab-grown diamonds", in  XXX Jornadas de Classificação e Análise de Dados (JOCLAD2023), Viana do Castelo, 2023
Export BibTeX 
@misc{cardoso2023_1716209645379,
	author = "Cardoso, M. G. M. S. and Chambel, L.",
	title = "A valuation model for lab-grown diamonds",
	year = "2023",
	url = "https://sites.google.com/view/joclad//"
}
Export RIS 
TY  - CPAPER
TI  - A valuation model for lab-grown diamonds
T2  -  XXX Jornadas de Classificação e Análise de Dados (JOCLAD2023)
AU  - Cardoso, M. G. M. S.
AU  - Chambel, L.
PY  - 2023
CY  - Viana do Castelo
UR  - https://sites.google.com/view/joclad//
AB  - This study aims to develop a valuation model for lab-grown cut diamonds
based on data published on the Internet. Regression trees, Bayesian Networks,
and K-Nearest Neighbors are used for this purpose. These different techniques
have a complementary role in the application. The K-Nearest Neighbors has
a better performance in prediction. Regression trees contribute to a better
understanding of the relationship between predictors and the target. Bayesian
Networks also add some insights in this respect. Finally, the models’ results
are compared to similar approaches when applied to natural diamonds.
ER  -