Concepedia

Applications of machine learning for facies and fracture prediction using Bayesian Network Theory and Random Forest: Case studies from the Appalachian basin, USA

Shuvajit Bhattacharya, Srikanta Mishra

Journal of Petroleum Science and Engineering · 2018 · 157 citations · 34 references

DOI

Concepts

References

34

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Model Selection and Akaike's Information Criterion (AIC): The General Theory and its Analytical Extensions

Hamparsum Bozdogan · Psychometrika · 1987 · 4.5K citations

Trace metals as paleoredox and paleoproductivity proxies: An update

Nicolas Tribovillard, Thomas J. Algeo, Timothy W. Lyons et al. · Chemical Geology · 2006 · 3.8K citations

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A Bayesian Method for the Induction of Probabilistic Networks from Data

Gregory F. Cooper, Edward H. Herskovits · Machine Learning · 1992 · 3.5K citations · Full text

, , +17

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

David Heckerman, Dan Geiger, David M. Chickering · Machine Learning · 1995 · 3.2K citations · Full text

, , +11