Concepedia

Monthly sodium adsorption ratio forecasting in rivers using a dual interpretable glass-box complementary intelligent system: Hybridization of ensemble TVF-EMD-VMD, Boruta-SHAP, and eXplainable GPR

Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Bakhtiar Karimi, Neshat Jahannemaei, Aitazaz A. Farooque, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬

Expert Systems with Applications · 2023 · 40 citations · 80 references

Concepts

Natural ResourcesEarth SciencesHydrologyHydrologic ForecastingHydrologic ModelingTime Series AnalysisEnsemble ForecastingEnsemble MethodsForecast VerificationHydrologic Time Series AnalysisReal-time ForecastingStreamflow PredictionExplainable Forecasting ModelsSodium Adsorption Ratio CalculationSodium Adsorption Ratio EstimationSodium Adsorption Ratio MeasurementSodium Adsorption Ratio Modeling

References

80

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

Computing, Computer Science, Data Science +17

Finding Structure in Time

Jeffrey L. Elman · Cognitive Science · 1990 · 10.8K citations

Social Sciences, Computer Science, Psychology +16

Variational Mode Decomposition

Konstantin Dragomiretskiy, Dominique Zosso · IEEE Transactions on Signal Processing · 2014 · 8.6K citations

Engineering, Electrical Engineering, Biomedical Signal Processing +15

Artificial neural networks: a tutorial

Abhishek Jain, Jianchang Mao, Khalid Mohiuddin · Computer · 1996 · 4.9K citations

Computing, Computer Engineering, Computer Science +15