A two-stage forecasting model using random forest subset-based feature selection and BiGRU with attention mechanism: Application to stock indices.
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| Title: | A two-stage forecasting model using random forest subset-based feature selection and BiGRU with attention mechanism: Application to stock indices. |
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| Authors: | Azman, Shafiqah1 (AUTHOR), Pathmanathan, Dharini1,2,3 (AUTHOR) dharini@um.edu.my, Balakrishnan, Vimala4,5 (AUTHOR) |
| Source: | PLoS ONE. 5/9/2025, Vol. 20 Issue 5, p1-18. 18p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 185071558 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A two-stage forecasting model using random forest subset-based feature selection and BiGRU with attention mechanism: Application to stock indices. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Azman%2C+Shafiqah%22">Azman, Shafiqah</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pathmanathan%2C+Dharini%22">Pathmanathan, Dharini</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<i> dharini@um.edu.my</i><br /><searchLink fieldCode="AR" term="%22Balakrishnan%2C+Vimala%22">Balakrishnan, Vimala</searchLink><relatesTo>4,5</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 5/9/2025, Vol. 20 Issue 5, p1-18. 18p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=185071558 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0323015 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 18 StartPage: 1 Titles: – TitleFull: A two-stage forecasting model using random forest subset-based feature selection and BiGRU with attention mechanism: Application to stock indices. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Azman, Shafiqah – PersonEntity: Name: NameFull: Pathmanathan, Dharini – PersonEntity: Name: NameFull: Balakrishnan, Vimala IsPartOfRelationships: – BibEntity: Dates: – D: 09 M: 05 Text: 5/9/2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 19326203 Numbering: – Type: volume Value: 20 – Type: issue Value: 5 Titles: – TitleFull: PLoS ONE Type: main |
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