Optimal adaptive neuro-fuzzy inference system architecture for time series forecasting with calendar effect

• Main Authors: Putriaji Hendikawati,, Subanar,, Abdurakhman,, Tarno,
• Format: Article
• Language: English
• Published: Penerbit Universiti Kebangsaan Malaysia 2022
• Online Access: http://journalarticle.ukm.my/19174/1/23.pdf; http://journalarticle.ukm.my/19174/; https://www.ukm.my/jsm/malay_journals/jilid51bil3_2022/KandunganJilid51Bil3_2022.html

This paper discusses a procedure for model selection in ANFIS for time series forecasting with a calendar effect. Calendar effect is different from the usual trend and seasonal effects. Therefore, when it occurs, it will affect economic activity during that period and create new patterns that will r...