Multiple-output modeling for multi-step-ahead time series forecasting

A Learning Algorithm for Continually Running Fully Recurrent Neural Networks

Ronald J. Williams, David Zipser · Neural Computation · 1989 · 4.4K citations

Artificial Intelligence, Exact Form, Gradient-following Learning Algorithm +14

Predicting chaotic time series

J. Doyne Farmer, John J. Sidorowich · Physical Review Letters · 1987 · 1.9K citations

Forecasting Methodology, Forecasting Technique, Engineering +10

Locally Weighted Learning

Christopher G. Atkeson, Andrew Moore, Stefan Schaal · Artificial Intelligence Review · 1997 · 1.7K citations

The Relationship Between Variable Selection and Data Agumentation and a Method for Prediction

David M. Allen · Technometrics · 1974 · 1.4K citations

Engineering, Machine Learning, Feature Selection +17

Atmospheric Predictability as Revealed by Naturally Occurring Analogues

Edward N. Lorenz · Journal of the Atmospheric Sciences · 1969 · 1K citations · Full text

Engineering, Good Analogues, Atmospheric Model +19