Concepedia

Comparative assessment of advanced machine learning techniques for simulation of lake water level fluctuations based on different dimensionality reduction methods

Mostafa Riazi, Maryam Karimi, Saeid Eslamian, Majid Riahi Samani

Earth Science Informatics · 2023 · 13 citations · 76 references

References

76

River flow forecasting through conceptual models part I — A discussion of principles

J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 24K citations

Natural Resources, Hydrology, Water Resources Management +14

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text

The random subspace method for constructing decision forests

Tin Kam Ho · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 6.8K citations

Computing, Computer Science, Data Science +17

A survey on feature selection methods

Girish Chandrashekar, Ferat Sahin · Computers & Electrical Engineering · 2013 · 5.1K citations

Computing, Computer Science, Data Science +12

Evaluating the use of “goodness‐of‐fit” Measures in hydrologic and hydroclimatic model validation

David R. Legates, Gregory J. McCabe · Water Resources Research · 1999 · 4.6K citations

Natural Resources, Earth Sciences, Hydrology +14