Concepedia

Membrane fouling prediction and uncertainty analysis using machine learning: A wastewater treatment plant case study

David J. Kovacs, Zhong Li, Brian W. Baetz, Youngseck Hong, Sylvain Donnaz, Xiaokun Zhao, Pengxiao Zhou, Huihuang Ding

Journal of Membrane Science · 2022 · 111 citations · 41 references

DOI

Concepts

References

41

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

, , +16

Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median

Christophe Leys, Christophe Ley, Olivier Klein et al. · Journal of Experimental Social Psychology · 2013 · 4K citations · Full text

, , +12

An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization

Thomas G. Dietterich · Machine Learning · 2000 · 3K citations · Full text

, , +13

Modern Applied Statistics With S

Technometrics · 2003 · 2.8K citations · Full text

, , +9