Related references
Note: Only part of the references are listed.A Comparative Assessment of Geostatistical, Machine Learning, and Hybrid Approaches for Mapping Topsoil Organic Carbon Content
Lin Chen et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2019)
Machine Learning Algorithms for Automatic Lithological Mapping Using Remote Sensing Data: A Case Study from Souk Arbaa Sahel, Sidi Ifni Inlier, Western Anti-Atlas, Morocco
Imane Bachri et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2019)
Uncertainty in geological interpretations: Effectiveness of expert elicitations
Charles H. Randle et al.
GEOSPHERE (2019)
A Cluster-Based Machine Learning Ensemble Approach for Geospatial Data: Estimation of Health Insurance Status in Missouri
Erik Mueller et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2019)
Uncertainty management in stratigraphic well correlation and stratigraphic architectures: A training-based method
Jonathan Edwards et al.
COMPUTERS & GEOSCIENCES (2018)
Well-Log and Seismic Data Integration for Reservoir Characterization A signal processing and machine-learning perspective
Soumi Chaki et al.
IEEE SIGNAL PROCESSING MAGAZINE (2018)
Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets
Chin-Teng Lin et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2018)
A machine learning approach to the potential-field method for implicit modeling of geological structures
Italo Gomes Goncalves et al.
COMPUTERS & GEOSCIENCES (2017)
Uncertainty assessment in the stratigraphic well correlation of a carbonate ramp: Method and application to the Beausset Basin, SE France
Florent Lallier et al.
COMPTES RENDUS GEOSCIENCE (2016)
Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines
V. Rodriguez-Galiano et al.
ORE GEOLOGY REVIEWS (2015)
Conditioning Surface-Based Geological Models to Well and Thickness Data
Antoine Bertoncello et al.
MATHEMATICAL GEOSCIENCES (2013)
Building 3D solid models of sedimentary stratigraphic systems from borehole data: An automatic method and case studies
Liangfeng Zhu et al.
ENGINEERING GEOLOGY (2012)
Hydrogeologic unit flow characterization using transition probability geostatistics
NL Jones et al.
GROUND WATER (2005)
Statistical modeling: The two cultures
L Breiman
STATISTICAL SCIENCE (2001)