A decentralized multi-agent framework integrating interpretable machine learning for automated warranty fraud detection in supply chains

Baroud SY, Elzamly A, Abughali H.

DOI: 10.21203/rs.3.rs-10569728/v1
Published: 2026-08-31
Container: Not recorded
Publisher: Not recorded
Open access: no

Credibility signals

limited evidence Score 39/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
cautionPublication version: Identified as a preprint; peer review and later versions may change the record. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.21203/rs.3.rs-10569728/v1,
  title = {A decentralized multi-agent framework integrating interpretable machine learning for automated warranty fraud detection in supply chains},
  author = {Baroud SY and  Elzamly A and  Abughali H.},
  year = {2026},
  doi = {10.21203/rs.3.rs-10569728/v1},
  url = {https://doi.org/10.21203/rs.3.rs-10569728/v1}
}

RIS

TY  - JOUR
TI  - A decentralized multi-agent framework integrating interpretable machine learning for automated warranty fraud detection in supply chains
AU  - Baroud SY
AU  -  Elzamly A
AU  -  Abughali H.
PY  - 2026
DO  - 10.21203/rs.3.rs-10569728/v1
UR  - https://doi.org/10.21203/rs.3.rs-10569728/v1
ER  -

APA

SY, B., A, E., & H., A. (2026). A decentralized multi-agent framework integrating interpretable machine learning for automated warranty fraud detection in supply chains. https://doi.org/10.21203/rs.3.rs-10569728/v1

Source records

europe-pmc · retrieved 2026-09-25T17:57:22.859Z