New Paradigms for Automated Classification of Pottery

New Paradigms for Automated Classification of Pottery

This paper describes how feature extraction on ancient pottery can be combined with recent developments in artificial intelligence to draw up an automated, but still flexible classification system. These features include for instance several dimensions of the vessel's body, ratios thereof, an a...

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Bibliographic Details
Main Authors: Hörr, Christian, Lindinger, Elisabeth, Brunnett, Guido
Other Authors: TU Chemnitz, Fakultät für Informatik
Format: Others
Language:English
Published: Universitätsbibliothek Chemnitz 2009
Subjects:
Bronze Age pottery
automated classification
machine learning
shape analysis
ddc:004
ddc:930
Archäologie
Archäometrie
Bronzezeit
C4.5
Klassifikation
Klassifikations- und Regressionsbaum
Klassifikationstheorie
Maschinelles Lernen
Mehrschichten-Perzeptron
Online Access:http://nbn-resolving.de/urn:nbn:de:bsz:ch1-200901474
http://nbn-resolving.de/urn:nbn:de:bsz:ch1-200901474
http://www.qucosa.de/fileadmin/data/qucosa/documents/5869/data/CSR-09-06.pdf
http://www.qucosa.de/fileadmin/data/qucosa/documents/5869/20090147.txt

Internet

http://nbn-resolving.de/urn:nbn:de:bsz:ch1-200901474
http://nbn-resolving.de/urn:nbn:de:bsz:ch1-200901474
http://www.qucosa.de/fileadmin/data/qucosa/documents/5869/data/CSR-09-06.pdf
http://www.qucosa.de/fileadmin/data/qucosa/documents/5869/20090147.txt

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