Machine learning modeling spatial temporal

Buch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Geohazards, such as landslides, rock avalanches, debris flow, ground fissures, and ground subsidence, pose a significant threat to people's lives and property. Recently, machine learning (ML) has become the predominant approach in geohazard modeling, offering advantages such as an excellent generalization ability and accurately describing complex and nonlinear behaviors. However, the utilization of advanced algorithms in deep learning remains poorly understood in this field. Additionally, there are fundamental challenges associated with ML modeling, including input variable selection, uncertainty quantification, and hyperparameter tuning. This reprint presents original research exploring new advances and challenges in the application of ML in the spatial-temporal modeling of geohazards. The contributions cover the susceptibility analysis of glacier debris flow and landslides, the displacement prediction of reservoir landslides, slope stability prediction and classification, building resilience evaluation, and the prediction of rainfall-induced landslide warning signals.…

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Langue : anglais

Edité par MDPI AG, 2023

3036597867 / 9783036597867

Couverture rigide
impression à la demande

Vendeur : preigu, Osnabrück, Allemagnepreigu

Vendeur avec une évaluation de 5 étoiles

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Etat: Neuf

EUR 116,45

EUR 70,00 expédition

Expédition depuis Allemagne vers Etats-Unis

Quantité disponible : 5 disponibles

Machine learning modeling spatial temporal (15 résultats)

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Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard