COLAFOS: a hybrid machine learning model to forecast potential coseismic landslides severity

Timely and rational prediction of coseismic landslides is crucial for the design and development of key infrastructure capable to protect human lives in seismically active regions. This research introduces the novel Hybrid Coseismic Landslide Forecasting model (COLAFOS) that takes into consideration...

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Détails bibliographiques
Auteurs principaux: Anastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis, George Papathanassiou, Sotirios Valkaniotis
Format: Artigo
Langue:Inglês
Publié: Taylor & Francis Group 2022-05-01
Collection:Journal of Information and Telecommunication
Sujets:
Fuzzy C-means
ensemble subspace k-NN
ensemble AdaBoost
clustering
classification
Accès en ligne:https://www.tandfonline.com/doi/10.1080/24751839.2022.2062918
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