LSTM with spatiotemporal attention for IoT-based wireless sensor collected hydrological time-series forecasting

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations

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

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre et al. · 2014 · 23.7K citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +16

Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.3K citations

Structured Prediction, Gradient Descent, Engineering +11

Time Series Analysis Forecasting and Control.

D. J. Bartholomew, G. E. P. Box, G. M. Jenkins · Operational Research Quarterly (1970-1977) · 1971 · 6.9K citations

Forecasting Methodology, Engineering, Predictive Analytics +6