Concepedia

Lidia Auret

LA

Statistics

Publications

26

Citations

1.2K

H-Index

16

Active since

2010

Affiliations

Stellenbosch University(Current)

University of Pretoria

Curtin University

University of the Witwatersrand

Anglo American (South Africa)

Lidia Auret is an author at Stellenbosch University specializing in engineering, fault detection, and fault diagnosis.

Publications per year

2010–2020

26

Publications

26

Interpretation of nonlinear relationships between process variables by use of random forests

Lidia Auret, Chris Aldrich · Minerals Engineering · 2012 · 269 citations

Computing, Decision Sciences, Machine Learning +9

Variational Autoencoders for Missing Data Imputation with Application to a Simulated Milling Circuit

John T. McCoy, Steve Kroon, Lidia Auret · IFAC-PapersOnLine · 2018 · 133 citations · Full text

Computing, Computer Science, Data Science +17

Empirical comparison of tree ensemble variable importance measures

Lidia Auret, Chris Aldrich · Chemometrics and Intelligent Laboratory Systems · 2010 · 103 citations

Computing, Data Science, Data Mining +8

Using Apparent Activation Energy as a Reactivity Criterion for Biomass Pyrolysis

Marion Carrier, Lidia Auret, A.V. Bridgwater et al. · Energy & Fuels · 2016 · 98 citations · Full text

Life Sciences, Plant Sciences, Bioenergetics +12

Comparative analysis of Granger causality and transfer entropy to present a decision flow for the application of oscillation diagnosis

Brian Lindner, Lidia Auret, Margret Bauer et al. · Journal of Process Control · 2019 · 84 citations

Business, Decision Sciences, Decision Analysis +13

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