A neural network based linear ensemble framework for time series forecasting

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 29.7K citations

Engineering, Machine Learning, Feature Learning +7

Distribution of the Estimators for Autoregressive Time Series with a Unit Root

David A. Dickey, Wayne A. Fuller · Journal of the American Statistical Association · 1979 · 22.7K citations · Full text

Autoregressive Time Series, Regression Estimator, Economics +14

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 20.7K citations

Evolving Neural Network, Engineering, Machine Learning +5

Time Series Analysis: Forecasting and Control

Michael D. Geurts, George E. P. Box, Gwilym M. Jenkins · Journal of Marketing Research · 1977 · 19.3K citations

Forecasting Methodology, Predictive Analytics, Process Control +4

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.3K citations