Air quality prediction via hybrid BiGRU-MLP using binary ant colony optimization and firefly algorithm for hyperparameter tuning
A
Amira A. Mahmoud
S
Sarah M. Alhammad
Y
Yasser Fouad
A
Ahmed M. Osman
H
Hazem M. El-Bakry
A
Ahmed M. Elshewey
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 16, Issue 1
Published
June 24, 2026
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (6)
A
Amira A. Mahmoud
S
Sarah M. Alhammad
Y
Yasser Fouad
A
Ahmed M. Osman
H
Hazem M. El-Bakry
A
Ahmed M. Elshewey
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