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Knowledge Discovery from Archaeological Materials

Knowledge Discovery from Archaeological Materials

Knowledge Discovery from Archaeological Materials

Pedro A. López García, Escuela Nacional de Antropologia e Historia
Denisse L. Argote, Instituto Nacional de Antropologia e Historia
Manuel A. Torres-García, Instituto Nacional de Antropología e Historia
Michael C. Thrun, Philipps-Universität Marburg, Germany
October 2024
Paperback
9781009181877
$23.00
USD
Paperback
USD
Hardback

    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.

    Product details

    October 2024
    Paperback
    9781009181877
    96 pages
    229 × 151 × 7 mm
    0.16kg
    Temporarily unavailable - available from TBC

    Table of 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.
    Resources for
    Type
    supplementary materials
    Size: 517.8 MB
    Type: application/pdf
      Authors
    • Pedro A. López García , Escuela Nacional de Antropologia e Historia
    • Denisse L. Argote , Instituto Nacional de Antropologia e Historia
    • Manuel A. Torres-García , Instituto Nacional de Antropología e Historia
    • Michael C. Thrun , Philipps-Universität Marburg, Germany