Artificial neural network for the provenance study of archaeological ceramics using clay sediment database
Bibliographic Data
| ID | 4622628 |
|---|---|
| Authors | Germana Barone (0000-0003-0822-2436, University of Catania), Paolo Mazzoleni (0000-0002-7281-923X, University of Catania, corresponding author), Grazia Vera Spagnolo, Grazia Spagnolo (0000-0002-8600-0161, University of Messina), Simona Raneri (0000-0002-3135-7083, University of Pisa) |
| Year | 2019 |
| Volume | 38 |
| Pages | 147-157 |
| Publication date | 2019-07-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Cultural Heritage (JOURNAL) |
| Journal identifiers | ISSN: 1296-2074 • E-ISSN: 1778-3674 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.culher.2019.02.004 |
| OpenAlex | W2919411340 |
| Language | EN |
| Citations received | 9 |
| References cited | 27 |
Archaeological science · Archaeology · Artificial neural network · Ceramic · Compositional data · Geochemistry · Machine learning · Multilayer perceptron · Perceptron · Provenance · Building materials and conservation · Computer Science · Cultural Heritage Materials Analysis · Geochemistry and Geologic Mapping · History · Materials Science · Mathematics · Artificial Intelligence · Geology
Chemical Investigation of Sicilian Red-Figure Pottery
Old Fragments of Architectural Ceramic Structures of the Sixth Century BCE from the Archaeological Museum “Bernabò Brea” (Lipari) Analysed Using a Portable XRF System
Archaeological Classification of Small Datasets Using Meta- and Transfer Learning Methods
Revisiting metric sex estimation of burnt human remains via supervised learning using a reference collection of modern identified cremated individuals (Knoxville, USA )
Machine learning approaches in the evaluation of pXRF data in provenance studies of transport amphorae
Archaeo-ceramic 2.0
Ceramic technology
Comparison of log-ratio and log10 chemical elemental data analysis of Central Amazonian pottery and archaeological implications
Machine learning for rapid mapping of archaeological structures made of dry stones - Example of burial monuments from the Khirgisuur culture, Mongolia
A logical calculus of the ideas immanent in nervous activity
Mathematics, Statistics and Archaeometry
Ceramic Production, Provenance and Use—a Review
Distinctive Volcanic Material for the Production of Campana A Ware
Combining image analysis and modular neural networks for classification of mineral inclusions and pores in archaeological potsherds
Archaeometric evidences of the 4th–2nd century BC amphorae productions in north eastern Sicily
The transport amphorae of Gela
Ancient and Historical Ceramics
Chemical Characterization and Statistical Multivariate Analysis of Ancient Pottery From Messina, Catania, Lentini and Siracusa (Sicily)
The Hellenistic and Roman Syracuse (Sicily) Fine Pottery Production Explored by Chemical and Petrographic Analysis
FTIR-chemometric tools as aids for data reduction and classification of pre-Roman ceramics
Petrographic and chemical characterisation of fine ware from three Archaic and Hellenistic kilns in Gela, Sicily
| Unique citing works | 9 |
|---|---|
| Citations per year | 1,29 |
| Citation span | 2019 - 2026 (8) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 9 |