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A Decision-Tree Approach to the Interpretation of Archaeological Data

Bibliographic Data

ID8889875
AuthorsAnne Marshall (0000-0002-8154-0273), Anne E Marshall (corresponding author), Garry Marshall
Year1994
Volume74
Pages1-11
Publication date1994-03-01
Open AccessYes
TypeARTICLE
VenueThe Antiquaries Journal (JOURNAL)
Journal identifiersISSN: 0003-5815 • E-ISSN: 1758-5309
PublisherCambridge University Press (CUP) (PUBLISHER)
DOI10.1017/s0003581500024379
OpenAlexW2168047470
LanguageEN
Citations received1
References cited8

A number of techniques capable of generating descriptions of data have been developed in the area of Artificial Intelligence. Their suitability for use with a data set compiled to record the details of Anglo-Saxon structures in Britain is considered. An appropriate method which describes the data by means of decision trees is chosen and, after some adaptation, is used to generate descriptions of this data in the form of decision trees. The resulting descriptions compare favourably with interpretations obtained by archaeological analysis

Adaptation (eye · Archaeology · Data mining · Data set · Decision tree · Geography · Interpretation (philosophy · Programming language · Set (abstract data type · Tree (set theory · Artificial Intelligence · Computer Science · Image Processing and 3D Reconstruction · Mathematics · Rough Sets and Fuzzy Logic · Semantic Web and Ontologies

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    James R Mathieu•Medieval Archaeology•1999

  • Mathematics and computers in archaeology

    Jim Doran•Mathematics and computers in…•1975

  • Rough sets

    Open Access•Zdzis?aw Pawlak, Zdzis aw Pawlak•International Journal of Computer…•1982

  • Induction of decision trees

    Open Access•J R Quinlan•Machine Learning•1986

  • An Early Medieval Building Tradition

    Simon James, Anne Marshall et al.•Archaeological Journal•1984

  • Differentiation, Change and Continuity in Anglo-Saxon Buildings

    Anne Marshall, Anne E Marshall et al.•Archaeological Journal•1993

  • A Survey and Analysis of the Buildings of Early and Middle Anglo-Saxon England

    Anne Marshall, Anne E Marshall et al.•Medieval Archaeology•1991

Citations per year0.04
Citation span1999 - 1999 (1)
Highly citedNo

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