%0 Journal Article
%T Data Mining Analysis over a Database of Materials of Portuguese Paintings from the 15th and 16th Centuries
%A Vanessa H. Antunes
%A Orlando Anunciaˋˋo
%A Ant車nio Candeias
%A Ana Isabel Seruya
%J E-Preservation Science
%D 2012
%I Morana RTD d.o.o.
%X This paper explores laboratory analyses of ground layers of Portuguese wooden painted panels of the 15th and 16th centuries, performed in the Laborat車rio de Conserva  o e Restauro Jos谷 de Figueiredo 每 Instituto dos Museus e da Conserva  o. Based on this information, a database of materials was built. A subset of the database was selected to perform a data mining analysis. We used a method based on decision tree learning, Fisher＊s exact test and permutation testing and it was possible to find a ground layer technique that distinguishes Ant車nio Nogueira＊s Ferreira do Alentejo retable from other paintings in our database. This constitutes a small contribution to a better understanding of Portuguese painting since it was possible to establish that Ant車nio Nogueira used coloured ground layers, which was an emerging technique at the time. Another contribution of this work is to show that the methodology we present here can be applied to other case studies based on similar data.
%K pigments
%K ground layer
%K attribution
%K decision tree learning
%K Fisher＊s exact test
%K permutation testing
%U http://www.morana-rtd.com/e-preservationscience/2012/Antunes-15-10-2010.pdf