Concepedia

Feature extraction for time-series data: An artificial neural network evolutionary training model for the management of mountainous watersheds

Thomas J. Glezakos, Theodore Tsiligiridis, Lazaros S. Iliadis, C.P. Yialouris, Fotis Maris, Konstantinos P. Ferentinos

Neurocomputing · 2009 · 16 citations · 48 references

Concepts

Natural ResourcesEarth SciencesWatershed ManagementRiver Basin ManagementTime Series AnalysisWatershed HydrologyFeature ExtractionHydrologic Time Series AnalysisMountain WatershedsTime Series Feature ExtractionWatershed ModelingWatershed StructureData-driven Hydrologic ForecastingMachine Learning-based Hydrologic ForecastingRemote Sensing Of WatershedsRunoff Time Series ModelingStatistical Feature ExtractionTemporal Feature ExtractionTime Series Data Collection

References

48

Neural networks: A comprehensive foundation

Ryszard Tadeusiewicz · Control Engineering Practice · 1995 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +13

A direct adaptive method for faster backpropagation learning: the RPROP algorithm

Martin Riedmiller, Heinrich Braun · IEEE International Conference on Neural Networks · 2002 · 3.9K citations

Computing, Computer Science, Machine Learning +15

Theory of genetic algorithms

Lothar M. Schmitt · Theoretical Computer Science · 2001 · 515 citations

Computing, Computer Science, Algorithms +11

Comparison of short-term rainfall prediction models for real-time flood forecasting

Elena Toth, Armando Brath, Alberto Montanari · Journal of Hydrology · 2000 · 504 citations

Natural Resources, Hydrology, Meteorology +14

Hybrid neural network models for hydrologic time series forecasting

Ashu Jain, Avadhnam Madhav Kumar · Applied Soft Computing · 2006 · 464 citations

Natural Resources, Earth Sciences, Hydrology +14