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Keywords: decision tree learning
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Journal Articles
SPE Res Eval & Eng 24 (04): 780–808.
Paper Number: SPE-202700-PA
Published: 10 November 2021
... sample 2 relative permeability data mining flow in porous media decision tree learning fluid dynamics prediction core analysis inductive learning application synthetic sample reservoir simulation upstream oil & gas pressure drop database algorithm reservoir evaluation reservoir...
Journal Articles
SPE Res Eval & Eng 24 (01): 262–274.
Paper Number: SPE-203838-PA
Published: 10 February 2021
... upstream oil & gas truth model accuracy porosity weighted tree model volumetric fraction decision tree model correlation coefficient modeling & simulation decision tree learning spatial weighted tree model toc machine-learning method reservoir simulation conventional tree model...
Journal Articles
SPE Res Eval & Eng 22 (04): 1575–1592.
Paper Number: SPE-190858-PA
Published: 14 November 2019
... the uncertainty. This KPI accounts for the reservoir complexity when the technical decision–tree analysis is performed, as well as the economic variability when the economic and technical decision–tree analysis is performed. Artificial Intelligence recovery strategy decision tree learning technical...
Journal Articles
SPE Res Eval & Eng 11 (06): 1061–1070.
Paper Number: SPE-105015-PA
Published: 29 December 2008
... rate permeability hydraulic fracturing Upstream Oil & Gas category indirect indicator conditional probability dynamic data decision tree learning matrix enhanced recovery nonleaf node node predictor water cut probability training set decision tree In the case of supervised...
Journal Articles
SPE Res Eval & Eng 11 (05): 832–841.
Paper Number: SPE-102340-PA
Published: 24 October 2008
... tree learning seismic data seismic signal Waggoner water saturation reservoir property Upstream Oil & Gas information porosity Artificial Intelligence Thickness seismic information vector saturation drilling program october 2008 amplitude assumption Standard Deviation SPE...
Journal Articles
SPE Res Eval & Eng 5 (02): 111–115.
Paper Number: SPE-77969-PA
Published: 01 April 2002
... simple for field cases, but the simplicity allows some interesting concepts to be discussed and illustrated. probability drilling location decision tree learning possible outcome machine learning information quantify conditional probability economic impact economic value reliability spe...

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