Adaptive neural network model for time-series forecasting

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

Computing, Computer Science, Machine Learning +5

Time series forecasting using a hybrid ARIMA and neural network model

G.Peter Zhang · Neurocomputing · 2003 · 4.3K citations

Computing, Mathematics, Forecasting +15

On the approximate realization of continuous mappings by neural networks

Ken-ichi Funahashi · Neural Networks · 1989 · 4.2K citations

Computing, Computer Science, Mathematics +13

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +11

Neural Networks and the Bias/Variance Dilemma

Stuart Geman, Elie Bienenstock, René Doursat · Neural Computation · 1992 · 3.6K citations

Computing, Computer Science, Artificial Intelligence +16