Concepedia

Using ensembles of adaptive neuro-fuzzy inference system and optimization algorithms to predict reference evapotranspiration in subtropical climatic zones

Dilip Kumar Roy, Rahim Barzegar, John Quilty, Jan Adamowski

Journal of Hydrology · 2020 · 85 citations · 70 references

Concepts

ClimatologyMeteorologyUrban ClimateFuzzy LogicEngineeringNumerical Weather PredictionData ScienceDroughtReference EvapotranspirationOptimization AlgorithmsNeuro-fuzzy SystemGeographySubtropical Climatic ZonesWeather ForecastingClimate ForecastingEarth ScienceSocial SciencesClimate Change

References

70

Particle swarm optimization

James Kennedy, R.C. Eberhart · 2002 · 46.5K citations

Engineering, Firefly Algorithm, Intelligent Optimization +7

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

J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 23.6K citations

Hydrological Prediction, River Basin Management, Engineering +9

Fuzzy identification of systems and its applications to modeling and control

Tomohiro Takagi, Michio Sugeno · IEEE Transactions on Systems Man and Cybernetics · 1985 · 19.3K citations

Fuzzy Systems, Engineering, Fuzzy Control +16

ANFIS: adaptive-network-based fuzzy inference system

Jyh‐Shing Roger Jang · IEEE Transactions on Systems Man and Cybernetics · 1993 · 16K citations

Artificial Intelligence, Fuzzy Systems, Machine Learning +21

A study of cross-validation and bootstrap for accuracy estimation and model selection

Ron Kohavi · 1995 · 10.7K citations