Knowledge Discovery from Archaeological Materials

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Knowledge Discovery from Archaeological Materials

Archaeological science, methodology and techniques Probability and statistics Bayesian inference Mathematical and statistical software Data mining Machine learning

Authors: Pedro A. García López, Denisse L. Argote, Manuel A. Torres-Garcia, Michael C. Thrun

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Collection: Elements in Current Archaeological Tools and Techniques

Language: English

Published by: Cambridge University Press

Published on: 17th October 2024

Format: LCP-protected ePub

ISBN: 9781009192095


Employment of Classification Methods in Archaeology

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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