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Tourism is an important industry for many nations including Malaysia. A tourism forecasting model is necessary in order to optimize resource allocation to maximize facilities and services to tourists. In realization of this issue, this paper proposes a comparison between two models (Nonlinear Auto-Regressive (NAR) and Nonlinear Auto-Regressive Moving Average (NARMA)) to forecast Malaysian tourism...