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Maria Elena Castiello
Maria Elena Castiello
Institute of Archaeological Sciences, University of Bern, Switzerrland
Verified email at iaw.unibe.ch - Homepage
Title
Cited by
Cited by
Year
An explorative application of random forest algorithm for archaeological predictive modeling. A Swiss case study
ME Castiello, M Tonini
Journal of Computer Applications in Archaeology 4 (1), 110-125, 2021
72021
Computational and machine learning tools for archaeological site modelling
ME Castiello
Springer, Cham, 2022
52022
Archaeology that counts. International colloquium on digital archaeology
M Hinz, J Laabs, ME Castiello
Pages Magazine 27 (1), 37, 2019
32019
Un modello speditivo per la carta del Rischio Relativo nei Beni Culturali
C Cecamore, ME Castiello
Atti della 15a Conferenza Italiana Utenti Esri, 2014
32014
An innovative approach for risk assessment in archaeology based on machine learning. A Swiss case study. Quantitative approaches, spatial statistics and socioecological modelling
ME Castiello, M Tonini
22019
Space, Environment and Quantitative Approaches in Archaeology
ME Castiello
Computational and Machine Learning Tools for Archaeological Site Modeling, 23-32, 2022
12022
Predictive Modeling
ME Castiello
Computational and Machine Learning Tools for Archaeological Site Modeling, 33-63, 2022
12022
Computational Processing of Language Vagueness for Archaeological Site Modelling
ME Castiello
Discourse and Argumentation in Archaeology: Conceptual and Computational …, 2023
2023
Challenges and opportunities of communicating interdisciplinary paleoscience: An early-career researchers’ perspective
G Camperio, ME Castiello, I Jara, T van Kolfschoten, K Marcisz, D Moraga
Past Global Changes Magazine 31 (1), 38-38, 2023
2023
Materials and Data
ME Castiello
Computational and Machine Learning Tools for Archaeological Site Modeling …, 2022
2022
Modeling Approach
ME Castiello
Computational and Machine Learning Tools for Archaeological Site Modeling …, 2022
2022
Special Collection: Spatial Computation in Archaeology and History
ME Castiello, D Mouralis, J Gravier, L Nahassia
Journal of Computer Applications in Archaeology, 2021
2021
Conférence Session-Les temps «longs» des territoires. Évolution diachronique de l’organisation des territoires et des peuplements
D Mouralis, J Gravier, ME Castiello, D Todisco
2020
Em-like soft segmentation for roman settlements detection in Switzerland
ME Castiello, R Cere
European Association of Archaeologists, 2020
2020
Conference Session-Exploring Landscape Evolution and Material Culture’s Impact through Interdisciplinarity and Multi-Modelling Approaches. New Challenges in Archaeology
ME Castiello, H Martinez-Grau, N Morera
2020
Quantitative solutions for archaeological heritage management. Experimenting and developing a new tool
ME Castiello
2020
At the fringe of classical approaches: Random forest for archaeological risk assessment
ME Castiello, M Tonini, A Hafner
Luxembourg Institute of Socio-Economic Research (LISER), 2019
2019
Applying Artificial Intelligence and Machine Learning to Create Predictive Maps for Sites Distribution
ME Castiello
2019
Geographical exploration and spatial statistics analysis extended to Swiss archeological data
R Ceré, ME Castiello, M Tonini
Book of abstract of The 21st European Colloquium on Theoretical and …, 2019
2019
A expeditious model for the Relative Risk in Cultural Property map
C Cecamore, ME Castiello
GEOMEDIA 18 (2), 249-255, 2014
2014
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