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• W2012572451 abstract "Selection of the right modeling technique is always a challenging issue because every model can produce only an approximation of the reality it is attempting to illustrate. As a result, model performance in a specific situation is the only criterion that confirms the model's applicability in that particular situation. This study investigated the applicability of the adaptive neuro-fuzzy inference system (ANFIS) and the autoregressive integrated moving average (ARIMA) models in water-level modeling. Results showed a definite preference for the ANFIS model against the simple-ARIMA model, but an updated-ARIMA model outperformed ANFIS. A mean absolute error of < 1% in each model confirmed the applicability of these models in predicting the water level in the Klang River in Malaysia. On the basis of the obtained prediction accuracy level, the updated-ARIMA and ANFIS models are introduced as reliable and accurate models for prompt decision-making, planning, and urgent managing of water resources in crisis." @default.
• W2012572451 created "2016-06-24" @default.
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• W2012572451 date "2013-09-01" @default.
• W2012572451 modified "2023-10-05" @default.
• W2012572451 title "Klang River-level forecasting using ARIMA and ANFIS models" @default.
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• W2012572451 doi "https://doi.org/10.5942/jawwa.2013.105.0106" @default.
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