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Application of Supervised Machine-Learning Methods for Attesting Provenance in Catalan Traditional Pottery Industry
12 references·1 citing·47 second hop
Application of Supervised Machine-Learning Methods for Attesting Provenance in Catalan Traditional Pottery Industry (2019)Application of Supervised Machine-Learnin…Artificial neural network for the provenance study of archaeological ceramics using clay sediment database (2019)Artificial neural network for…Assessing the firing temperature of Uruk pottery in the Middle Euphrates Valley (Syria): Bevelled rim bowls (2018)Assessing the firing temperat…An experimental design for the classification of archaeological ceramic data from Cyprus, and the tracing of inter-class relationships (2015)An experimental design for th…A supervised machine-learning approach towards geochemical predictive modelling in archaeology (2015)A supervised machine-learning…Archaeological Chemistry (2008)Archaeological ChemistryAnalytical Chemistry in Archaeology (2007)Analytical Chemistry in Archa…The multivariate statistical analysis and XRD analysis of pottery at Xigongqiao site (2004)The multivariate statistical …Short Note: Provenancing of Pottery— The Need for an Integrated Approach? (2004)Short Note: Provenancing of P…Provenance Study of Archaeological Ceramic (2003)Provenance Study of Archaeolo…Chemical Variability in Clays and Pottery from a Traditional Cooking Pot Production Village: Testing Assumptions in Pereruela* (2003)Chemical Variability in Clays…Provenance study of pottery ; choice of elements to be determined (1996)Provenance study of pottery ;…Elemental analysis of pottery in the study of its provenance: A review (1978)Elemental analysis of pottery…Combination of Total-Reflection X-Ray Fluorescence Method and Chemometric Techniques for Provenance Study of Archaeological Ceramics (2023)Combination of Total-Reflecti…Chemical Characterization of Various Archaeological Soil Samples using Main and Trace Elements determined by Inductively Coupled Plasma Atomic Emission Spectrometry (1994)Identification of Activity Areas by Multi-element Characterization of Sediments from Modern and Archaeological House Floors Using Inductively Coupled Plasma-atomic Emission Spectroscopy (1996)Soil geochemistry and detection of early Roman precious metal and copper alloy working at the Roman town of Calleva Atrebatum (Silchester, Hampshire, UK) (2005)Formation of reference groups for archaeological pottery using neutron activation and multivariate statistical analyses (2022)Supervised Machine Learning Algorithms to Predict Provenance of Archaeological Pottery Fragments (2022)New technologies for the conservation and preservation of cultural heritage through a bibliometric analysis (2023)A METHOD FOR GROUPING POTTERY BY CHEMICAL COMPOSITION (1988)Sensitivity, Precision, and Accuracy: Their Roles in Ceramic Compositional Data Bases (1990)A Systematic Approach to Obsidian Source Characterization (1998)Chemical analysis of archaeological clay potteries by PIGE and PIXE methods using proton beams from tandem accelerator for provenance study (2016)Study of exchange networks between two Amazon archaeological sites by INAA (2016)Exchange Systems in Prehistory (1977)TURQUOISE SOURCES AND SOURCE ANALYSIS: MESOAMERICA AND THE SOUTHWESTERN U.S.A. (1977)Exchange Systems in Prehistory (2009)Provenance study of ancient Iranian luster pottery using PIXE multivariate statistical analysis (2009)Spectroscopic and statistical approach of archaeological artifacts recently excavated from Tamilnadu, South India (2015)A preliminary assessment of the organization of ceramic production at Liangchengzhen, Rizhao, Shandong: Perspectives from petrography (2018)Pottery in the Roman World: An Ethnoarchaeological Approach. (1983)Compositional Analysis and “Sources” of Pottery: An Ethnoarcheological Approach (1991)Alteration and Contamination of Archaeological Ceramics: The Perturbation Problem (1999)Late Philistine Decorated Ware ("Ashdod Ware"): Typology, Chronology, and Production Centers (2004)Handheld XRF for Art and Archaeology (2013)Ceramic raw materials: how to recognize them and locate the supply basins—mineralogy, petrography (2020)POTTERY ANALYSIS BY NEUTRON ACTIVATION (1969)Pottery Production, Distribution, and Consumption—The Contribution of the Physical Sciences (1999)The clay beds in the Velabrum and the earliest tiles in Rome (2008)A PROVENANCE STUDY OF THE GILGAMESH FRAGMENT FROM MEGIDDO (2009)The transport amphorae of Gela: a multidisciplinary study on provenance and technological aspects (2011)Ceramics for the Archaeologist (1957)Science and Archaeology (1972)The Use of Materials Science Techniques in the Study of Pottery Construction and Use (1986)THE EFFECT OF PURIFICATION AND FIRING OF CLAYS ON TRACE ELEMENT PROVENANCE STUDIES (1988)Ceramic studies using portable XRF: From experimental tempered ceramics to imports and imitations at Tell Mozan, Syria (2017)Archaeological Chemistry (1996)CHEMICAL CHARACTERIZATION AND STATISTICAL MULTIVARIATE ANALYSIS OF ANCIENT POTTERY FROM MESSINA, CATANIA, LENTINI AND SIRACUSA (SICILY)* (2005)CERAMIC PRODUCTION, PROVENANCE AND USE—A REVIEW* (2008)Neural networks differentiate between Middle and Later Stone Age lithic assemblages in eastern Africa (2020)Revisiting metric sex estimation of burnt human remains via supervised learning using a reference collection of modern identified cremated individuals (Knoxville, USA ) (2021)Mean concentration of elements determined in Ohio Red Clay (1998)Interdisciplinary examinations carried out on heterogeneous coarse ceramics from Neolithic lakeside settlements in the Northern Alpine Foreland (3900–3500 BCE): Analysis strategy and preliminary results from a test series using pXRF (2019)Grouping Ceramic Variability with pXRF for Pottery Trade and Trends in Early Medieval Southern Tuscany. Preliminary Results from the Vetricella Case Study (Grosseto, Italy) (2021)Metal provenancing using isotopes and the Oxford archaeological lead isotope database (OXALID) (2009)Development and trends in synchrotron studies of ancient and historical materials (2012)Tannins characterization in historic leathers by complementary analytical techniques ATR-FTIR, UV-Vis and chemical tests (2012)Assessing the applicability of portable X-ray fluorescence spectrometry for obsidian provenance research in the Maya lowlands (2009)Technical note: Some observations on the conversion of dental enamel δ18op values to δ18ow to determine human mobility (2011)Using Nondestructive Portable X-ray Fluorescence Spectrometers on Stone, Ceramics, Metals, and Other Materials in Museums: Advantages and Limitations (2016)
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References

  • 2007Analytical Chemistry in Archaeology387 cited
  • 2008Archaeological Chemistry259 cited
  • 2003Chemical Variability in Clays and Pottery from a Traditional Cooking Pot Production Village: Testing Assumptions in Pereruela*84 cited
  • 1978Elemental analysis of pottery in the study of its provenance: A review81 cited
  • 2015A supervised machine-learning approach towards geochemical predictive modelling in archaeology61 cited
  • 2019Artificial neural network for the provenance study of archaeological ceramics using clay sediment database38 cited
  • 2004Short Note: Provenancing of Pottery— The Need for an Integrated Approach?34 cited
  • 2003Provenance Study of Archaeological Ceramic30 cited
  • 2004The multivariate statistical analysis and XRD analysis of pottery at Xigongqiao site25 cited
  • 1996Provenance study of pottery ; choice of elements to be determined23 cited
  • 2015An experimental design for the classification of archaeological ceramic data from Cyprus, and the tracing of inter-class relationships14 cited
  • 2018Assessing the firing temperature of Uruk pottery in the Middle Euphrates Valley (Syria): Bevelled rim bowls13 cited

Cited by

  • 2023Combination of Total-Reflection X-Ray Fluorescence Method and Chemometric Techniques for Provenance Study of Archaeological Ceramics9 cited

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