Knowledge Discovery from Archaeological Materials (Elements in Current Archaeological Tools and Techniques)

López García, Pedro A./ Argote, Denisse L./ Torres-García, Manuel A.

Cambridge University Press（2024/10発売）

• 製本 Hardcover:ハードカバー版／ページ数 96 p.
• 言語 ENG
• 商品コード 9781009506809
• DDC分類 930.1028

Full Description

This Element highlights the employment within archaeology of classification methods developed in the field of chemometrics, artificial intelligence, and Bayesian statistics. These operate in both high- and low-dimensional environments and often have better results than traditional methods. The basic principles and main methods are introduced with recommendations for when to use them.

Contents

1. Introduction; 2. Processing spectral data; 3. Processing compositional data; 4. Processing a combination of spectral and compositional data; 5. Final comments; Abbreviations; References.