most citedOil reservoir recovery factor assessment using Bayesian networks based on advanced approaches to analogues clustering

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stat.ML2021

MIxBN: library for learning Bayesian networks from mixed data

Anna V. Bubnova, Irina Deeva, Anna V. Kalyuzhnaya

This paper describes a new library for learning Bayesian networks from data containing discrete and continuous variables (mixed data). In addition to the classical learning methods…

stat.ML2021

Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks

Irina Deeva, Anna Bubnova, Petr Andriushchenko +4

In this paper, a multipurpose Bayesian-based method for data analysis, causal inference and prediction in the sphere of oil and gas reservoir development is considered. This allows…