RNN-BiLSTM-CRF based amalgamated deep learning model for electricity theft detection to secure smart grids.

Khalid A, Mustafa G, Rana MRR, Alshahrani SM, Alymani M

DOI: 10.7717/peerj-cs.1872
Published: 2024
Container: PeerJ. Computer science
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 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
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. 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:10.7717/peerj-cs.1872,
  title = {RNN-BiLSTM-CRF based amalgamated deep learning model for electricity theft detection to secure smart grids.},
  author = {Khalid A and Mustafa G and Rana MRR and Alshahrani SM and Alymani M},
  year = {2024},
  journal = {PeerJ. Computer science},
  doi = {10.7717/peerj-cs.1872},
  url = {https://doi.org/10.7717/peerj-cs.1872}
}

RIS

TY  - JOUR
TI  - RNN-BiLSTM-CRF based amalgamated deep learning model for electricity theft detection to secure smart grids.
AU  - Khalid A
AU  - Mustafa G
AU  - Rana MRR
AU  - Alshahrani SM
AU  - Alymani M
PY  - 2024
JO  - PeerJ. Computer science
DO  - 10.7717/peerj-cs.1872
UR  - https://doi.org/10.7717/peerj-cs.1872
ER  -

APA

A, K., G, M., MRR, R., SM, A., & M, A. (2024). RNN-BiLSTM-CRF based amalgamated deep learning model for electricity theft detection to secure smart grids.. PeerJ. Computer science. https://doi.org/10.7717/peerj-cs.1872

Source records

pubmed · retrieved 2026-09-25T09:18:02.445Z