Sentence examples for recurrent forecast from inspiring English sources

Furthermore, it is shown that DRPE outperforms three gradient descent algorithms, in training of the recurrent forecast models.

Furthermore, it is shown that the suggested learning algorithms outperform three gradient descent algorithms, in training of the recurrent forecast models.

In recurrent forecasting SSA, the time series of known measurements and unknown components is transformed to its Hankel form and the linear recurrent relation coefficients are utilized for forecasting the future values.

Using a sophisticated model, a Bayesian approach with lognormal distribution on the renewal process, we theoretically formulated a method to calculate the conditional probability of a forthcoming recurrent event and forecast the probabilities of small interplate repeating earthquakes along the Japan Trench.

We studied the possibility for a long-term forecast of recurrent geomagnetic storms.

In this study, we report on the performance of 27-day-ahead forecasts of the recurrent geomagnetic disturbances using Kp index.

An important reason for this is that public health is already the focus of attention in another recurrent publication, the Dutch Public Health Status and Forecasts Report' (see http://www.vtv2010.nl/english-editions/ //www.vtv2010.nl/english-editions/

In this framework, Recurrent Neural Network (RNN), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU) are used for forecasting, based on the pollution and meteorological time series AirNet data.

For univariate forecasting analysis, the use of recurrent topology is more common than the feed-forward networks.

As the use of the recurrent topology in more common in univariate forecasting analysis (Saad et al. 1998), it will be used in this paper to forecast US presidential election.

Owing to the temporal complexity of the problem, we employ local recurrent neural networks with internal dynamics, as advanced forecast models.