A vision-based MobileNet–GRU framework for continuous monitoring of student engagement and emotional states

Laila Ginedi, Hesham Yousef Mostafa Ali, Shoayee Dlaim Alotaibi, Ameni Filali, Shamiel H. Ibrahim, Ahmed I. Taloba

Open source

DOI
10.1038/s41598-026-61478-7
Published
2026-07-13
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-61478-7,
  title = {A vision-based MobileNet–GRU framework for continuous monitoring of student engagement and emotional states},
  author = {Laila Ginedi and Hesham Yousef Mostafa Ali and Shoayee Dlaim Alotaibi and Ameni Filali and Shamiel H. Ibrahim and Ahmed I. Taloba},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-61478-7},
  url = {https://doi.org/10.1038/s41598-026-61478-7}
}

RIS

TY  - JOUR
TI  - A vision-based MobileNet–GRU framework for continuous monitoring of student engagement and emotional states
AU  - Laila Ginedi
AU  - Hesham Yousef Mostafa Ali
AU  - Shoayee Dlaim Alotaibi
AU  - Ameni Filali
AU  - Shamiel H. Ibrahim
AU  - Ahmed I. Taloba
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-61478-7
UR  - https://doi.org/10.1038/s41598-026-61478-7
ER  - 

APA

Ginedi, L., Ali, H. Y. M., Alotaibi, S. D., Filali, A., Ibrahim, S. H., & Taloba, A. I. (2026). A vision-based MobileNet–GRU framework for continuous monitoring of student engagement and emotional states. Scientific Reports. https://doi.org/10.1038/s41598-026-61478-7

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