Concepedia

Evaluation of Seasonally Classified Inputs for the Prediction of Daily Groundwater Levels: NARX Networks Vs Support Vector Machines

Sandra M. Guzmán, Joel O. Paz, Mary Love M. Tagert, Andrew E. Mercer

Environmental Modeling & Assessment · 2018 · 102 citations · 31 references

Concepts

Natural ResourcesEarth SciencesHydrologyForecastingGroundwater HydrologyMachine LearningGroundwater Level ForecastingGroundwater ModelingHydrologic Time Series AnalysisSeasonal ForecastingSupport Vector MachinesTime Series ForecastingGroundwater Level PredictionGroundwater Level Time Series AnalysisGroundwater Time Series ForecastingMachine Learning-based Hydrologic ForecastingSeasonal Groundwater Forecasting

References

31

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Practical selection of SVM parameters and noise estimation for SVM regression

Vladimir Cherkassky, Yunqian Ma · Neural Networks · 2003 · 2K citations

Computing, Computer Science, Data Science +17

Groundwater depletion and sustainability of irrigation in the US High Plains and Central Valley

Bridget R. Scanlon, Claudia C. Faunt, Laurent Longuevergne et al. · Proceedings of the National Academy of Sciences · 2012 · 1.4K citations · Full text

Natural Resources, Hydrology, Water Resources Management +17

Groundwater level forecasting using artificial neural networks

Ioannis Ν. Daliakopoulos, Paulin Coulibaly, Ioannis K. Tsanis · Journal of Hydrology · 2005 · 665 citations

Natural Resources, Earth Sciences, Hydrology +14