Knowledge Discovery from Archaeological Materials
“Knowledge Discovery from Archaeological Materials” by Pedro A. López García is a concise exploration published by Cambridge University Press on October 17, 2024. This 96-page work is presented in English and focuses on the application of advanced classification methods in archaeology, specifically those derived from chemometrics, artificial intelligence, and Bayesian statistics. The book outlines how these techniques can be effectively utilized in both high- and low-dimensional environments, often yielding superior results compared to traditional approaches.
Readers will find an introduction to the fundamental principles and key methods relevant to these advanced techniques, along with practical recommendations for their application. The content bridges the fields of technology and archaeology, making it relevant for those interested in the intersection of computer science and social sciences. This edition serves as a resource for understanding how modern computational methods can enhance archaeological research and data analysis.
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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.
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