Browsing Basic and Applied Sciences by Subject "LSTM"

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A Comparison of Classical Time Series Models and Machine Learning LSTM Model to Forecast Paddy Production in Sri Lanka

Sandaruwani, IBI; Abeygunawardana, RAB (2022-09)

The most common & effective traditional methods of univariate time series forecasting are Autoregressive Integrated Moving Average (ARIMA) family models and Exponential Smoothing family models. With the recent advancement ...