Model-agnostic explainable artificial intelligence methods in finance: a systematic review, recent developments, limitations, challenges and future directions.
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| Title: | Model-agnostic explainable artificial intelligence methods in finance: a systematic review, recent developments, limitations, challenges and future directions. |
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| Authors: | Khan, Farhina Sardar1, farhina.skhan05@gmail.com, Mazhar, Syed Shahid2, shahid.dphil@gmail.com, Mazhar, Kashif3, kashif.mazhar@ddn.upes.ac.in, A. AlSaleh, Dhoha4, dhoha.alsaleh@aasu.edu.kw, Mazhar, Amir2, amirmazhar126@gmail.com |
| Source: | Artificial Intelligence Review; Aug2025, Vol. 58 Issue 8, p1-65, 65p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 184915103 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=184915103 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10462-025-11215-9 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 65 StartPage: 1 Titles: – TitleFull: Model-agnostic explainable artificial intelligence methods in finance: a systematic review, recent developments, limitations, challenges and future directions. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Khan, Farhina Sardar – PersonEntity: Name: NameFull: Mazhar, Syed Shahid – PersonEntity: Name: NameFull: Mazhar, Kashif – PersonEntity: Name: NameFull: A. AlSaleh, Dhoha – PersonEntity: Name: NameFull: Mazhar, Amir IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 08 Text: Aug2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 02692821 Numbering: – Type: volume Value: 58 – Type: issue Value: 8 Titles: – TitleFull: Artificial Intelligence Review Type: main |
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