Retraction Notice: Identification of Facial Emotions Using Reinforcement model under Deep Learning

Q: What does this research mean for the field?

The article has been retracted due to suspicions of being a nonsensical computer-generated publication. Novelty: ClaimNovelty.SYNTHESIS. Consensus alignment: ConsensusAlignment.NEUTRAL.

Hemanta Kumar Bhuyan; Mohammed Elnazer Abazar Elmamoon Ball Elsheep

doi:10.1051/itmconf/20235603006/pdf

February 18, 2026

Retraction Notice: Identification of Facial Emotions Using Reinforcement model under Deep Learning

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Key Points

The aim was to report on the identification of facial emotions using a deep learning approach, but the publication raised concerns of validity.
Reported use of a reinforcement model in deep learning
Suspected use of computer-generated content
Multiple irrelevant references noted
Article retracted due to concerns about fraudulent content
Acknowledgment of whistleblower contributions
Implementation of measures to prevent future issues

Implication

Notice reveals fraudulent research on identifying facial emotions, indicating serious quality control issues.

Abstract

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Cite This Study

Bhuyan et al. (2026) studied this question.

synapsesocial.com/papers/6997fa90ad1d9b11b3453d5d https://doi.org/10.1051/itmconf/20235603006/pdf

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Retraction Notice: Identification of Facial Emotions Using Reinforcement model under Deep Learning

Key Points

Implication

Abstract

Discussion

Cite This Study

Retraction Notice: Identification of Facial Emotions Using Reinforcement model under Deep Learning

Key Points

Implication

Abstract

Discussion

Cite This Study

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