House price prediction using a hybrid GRU–MLP based on binary whale optimization algorithm and ant colony optimization for hyperparameter tuning

Sarah M. Alhammad, Yasser Fouad, Amira A. Mahmoud, Ahmed M. Osman, Hazem M. El-Bakry, Ahmed M. Elshewey

Open source

DOI
10.1038/s41598-026-62854-z
Published
2026-07-25
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-62854-z,
  title = {House price prediction using a hybrid GRU–MLP based on binary whale optimization algorithm and ant colony optimization for hyperparameter tuning},
  author = {Sarah M. Alhammad and Yasser Fouad and Amira A. Mahmoud and Ahmed M. Osman and Hazem M. El-Bakry and Ahmed M. Elshewey},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-62854-z},
  url = {https://doi.org/10.1038/s41598-026-62854-z}
}

RIS

TY  - JOUR
TI  - House price prediction using a hybrid GRU–MLP based on binary whale optimization algorithm and ant colony optimization for hyperparameter tuning
AU  - Sarah M. Alhammad
AU  - Yasser Fouad
AU  - Amira A. Mahmoud
AU  - Ahmed M. Osman
AU  - Hazem M. El-Bakry
AU  - Ahmed M. Elshewey
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-62854-z
UR  - https://doi.org/10.1038/s41598-026-62854-z
ER  - 

APA

Alhammad, S. M., Fouad, Y., Mahmoud, A. A., Osman, A. M., El-Bakry, H. M., & Elshewey, A. M. (2026). House price prediction using a hybrid GRU–MLP based on binary whale optimization algorithm and ant colony optimization for hyperparameter tuning. Scientific Reports. https://doi.org/10.1038/s41598-026-62854-z

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