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A Hybrid ARIMA-LSTM Model Optimized with a Tree-Structured Parzen Estimator for Automatic Hyperparameter Tuning to Forecast Indonesia's Chili and Climate Data.

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Title: A Hybrid ARIMA-LSTM Model Optimized with a Tree-Structured Parzen Estimator for Automatic Hyperparameter Tuning to Forecast Indonesia's Chili and Climate Data.
Authors: Sembiring, Irwan1, irwan@uksw.edu, Prihandi, Ifan1, 982022023@student.uksw.edu, Wijono, Sutarto1, sutarto.wijono@uksw.edu, Maria, Evi1, evi.maria@uksw.edu
Source: Engineering, Technology & Applied Science Research; Jun2026, Vol. 16 Issue 3, p35477-35490, 14p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 195332415
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: A Hybrid ARIMA-LSTM Model Optimized with a Tree-Structured Parzen Estimator for Automatic Hyperparameter Tuning to Forecast Indonesia's Chili and Climate Data.
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  Data: <searchLink fieldCode="AU" term="%22Sembiring%2C+Irwan%22">Sembiring, Irwan</searchLink><relatesTo>1</relatesTo>, <i>irwan@uksw.edu</i><br /><searchLink fieldCode="AU" term="%22Prihandi%2C+Ifan%22">Prihandi, Ifan</searchLink><relatesTo>1</relatesTo>, <i>982022023@student.uksw.edu</i><br /><searchLink fieldCode="AU" term="%22Wijono%2C+Sutarto%22">Wijono, Sutarto</searchLink><relatesTo>1</relatesTo>, <i>sutarto.wijono@uksw.edu</i><br /><searchLink fieldCode="AU" term="%22Maria%2C+Evi%22">Maria, Evi</searchLink><relatesTo>1</relatesTo>, <i>evi.maria@uksw.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Engineering%2C+Technology+%26+Applied+Science+Research%22">Engineering, Technology & Applied Science Research</searchLink>; Jun2026, Vol. 16 Issue 3, p35477-35490, 14p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=195332415
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        Value: 10.48084/etasr.15911
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        Text: English
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        PageCount: 14
        StartPage: 35477
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      – TitleFull: A Hybrid ARIMA-LSTM Model Optimized with a Tree-Structured Parzen Estimator for Automatic Hyperparameter Tuning to Forecast Indonesia's Chili and Climate Data.
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            NameFull: Sembiring, Irwan
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            NameFull: Prihandi, Ifan
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              Text: Jun2026
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              Y: 2026
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