Drowning overconfidence with uncertainty: mitigating deep learning overconfidence in flood depth super-resolution through maximum entropy regularization DOI
Maelaynayn El baida, Farid Boushaba, Mimoun Chourak

et al.

Stochastic Environmental Research and Risk Assessment, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 31, 2025

Language: Английский

A Systematic Literature Review on Classification Machine Learning for Urban Flood Hazard Mapping DOI
Maelaynayn El baida,

Mohamed Hosni,

Farid Boushaba

et al.

Water Resources Management, Journal Year: 2024, Volume and Issue: 38(15), P. 5823 - 5864

Published: Aug. 3, 2024

Language: Английский

Citations

5
Flood Mitigation and Water Resource Preservation: Hydrodynamic and SWMM Simulations of nature-based Solutions under Climate Change DOI
Maelaynayn El baida, Mimoun Chourak, Farid Boushaba

et al.

Water Resources Management, Journal Year: 2024, Volume and Issue: unknown

Published: Nov. 18, 2024

Language: Английский

Citations

5
Flood risk decomposed: optimized machine learning hazard mapping and multi-criteria vulnerability analysis in the city of Zaio, Morocco. DOI
Maelaynayn El baida, Farid Boushaba, Mimoun Chourak

et al.

Journal of African Earth Sciences, Journal Year: 2024, Volume and Issue: unknown, P. 105431 - 105431

Published: Sept. 1, 2024

Language: Английский

Citations

4
Drowning overconfidence with uncertainty: mitigating deep learning overconfidence in flood depth super-resolution through maximum entropy regularization DOI
Maelaynayn El baida, Farid Boushaba, Mimoun Chourak

et al.

Stochastic Environmental Research and Risk Assessment, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 31, 2025

Language: Английский

Citations

0