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AMBIENTUM BIOETHICA BIOLOGIA CHEMIA DIGITALIA DRAMATICA EDUCATIO ARTIS GYMNAST. ENGINEERING EPHEMERIDES EUROPAEA GEOGRAPHIA GEOLOGIA HISTORIA HISTORIA ARTIUM INFORMATICA IURISPRUDENTIA MATHEMATICA MUSICA NEGOTIA OECONOMICA PHILOLOGIA PHILOSOPHIA PHYSICA POLITICA PSYCHOLOGIA-PAEDAGOGIA SOCIOLOGIA THEOLOGIA CATHOLICA THEOLOGIA CATHOLICA LATIN THEOLOGIA GR.-CATH. VARAD THEOLOGIA ORTHODOXA THEOLOGIA REF. TRANSYLVAN
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The STUDIA UNIVERSITATIS BABEŞ-BOLYAI issue article summary The summary of the selected article appears at the bottom of the page. In order to get back to the contents of the issue this article belongs to you have to access the link from the title. In order to see all the articles of the archive which have as author/co-author one of the authors mentioned below, you have to access the link from the author's name. |
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STUDIA INFORMATICA - Issue no. 2 / 2015 | |||||||
Article: |
SEX IDENTIFICATION IN ARCHAEOLOGICAL REMAINS USING DECISION TREE LEARNING. Authors: GABRIELA CZIBULA. |
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Abstract: We are approaching in this paper, from a machine learning perspective, the problem of detecting the gender of human skeletal remains from bone measurements. The problem of sex identication of human remains is of major importance for bioarchaeologists, since it provides information regarding the characteristics of past societies. For predicting the gender of human skeletons, an inductive learning method based o ndecision trees will be used. Computational experiments are performed on publicly available archaeological data sets. The obtained results emphasize the effectiveness of the proposed approach with respect to the similar approaches existing in the literature. 2010 Mathematics Subject Classification. 68T05,68T10. Key words and phrases. bioarchaeology, machine learning, decision tree learning.
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