Predicting building damage grade by earthquake: a Bayesian Optimization-based comparative study of machine learning algorithms

Predicting building damage grade by earthquake: a Bayesian Optimization-based comparative study of machine learning algorithms

This study compares Bayesian Optimization-based machine learning systems that anticipate earthquake-damaged buildings and to evaluates building damage classification models. Using metrics, this study evaluates Random Forest, ElasticNet, and Decision Tree algorithms. This study showed damage level as...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Al-Rawashdeh, Mohammad, Al Nawaiseh, Moh’d, Yousef, Isam, Bisharah, Majdi, Alkhadrawi, Sajeda, Al-Bdour, Hamza
Fformat:	Erthygl
Cyhoeddwyd:	Springer Cham 2024

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Repair of buildings damaged by earthquakes/
gan: United Nations. Department of Economic and Social Affairs
Cyhoeddwyd: (1977)

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gan: Toshiyuki Osada
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gan: Herring, Thomas A, et al.
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gan: Chen, Weiyi, et al.
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Earthquake engineering : damage assessment and structural design/
gan: 465970 Borg, Sidney F.
Cyhoeddwyd: (1983)

Wind stresses in buildings, with a chapter on earthquakes and earthquake resistance /
gan: 198787 Fleming, Robins
Cyhoeddwyd: (1930)

Horadam Polynomials and a Class of Biunivalent Functions Defined by Ruscheweyh Operator
gan: Waleed Al-Rawashdeh
Cyhoeddwyd: (2023-01-01)

Earthquake design practice for buildings /
gan: Booth, E. D. (Edmund D.), et al.
Cyhoeddwyd: (2006)

Earthquake design practice for buildings /
gan: Booth, E. D. (Edmund D.)
Cyhoeddwyd: (2014)

Small buildings in earthquake areas/
gan: 10796 Building Research Establishment (Great Britain), et al.
Cyhoeddwyd: (1972)

Earthquake design practice for buildings /
gan: 283326 Key, David E
Cyhoeddwyd: (1988)

Design of earthquake-resistant buildings/
gan: 176315 Minoru Wakabayashi
Cyhoeddwyd: (1986)

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