Neural Networks time series Prediction
The Simple logic behind Neural Network
The prediction of time series using neural network consists of teaching the net the history of the variable in a selected limited time and applying the taught information to the future. Data from past are provided to the inputs of neural network and we expect data from future from the outputs of the network.
An example of using neural networks for prediction: In today’s economy, most companies need to monitor their business expenses regularly and forecast accurately. They typically have a record of their business expense in the past. But most companies have multiple departments, and each of them have a different need of expenses. A general ARIMA time series model would require the company to forecast the expense for each of the department separately. Neural Network will help us to forecast the expense of company considering all the department and any other variables that are included.
Picture take from
The prediction of time series using neural network consists of teaching the net the history of the variable in a selected limited time and applying the taught information to the future. Data from past are provided to the inputs of neural network and we expect data from future from the outputs of the network
Source: ATI Blog
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