Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping

Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping

Snow avalanche as a natural disaster severely affects socio-economic and geomorphic processes through damaging ecosystems, vegetation, landscape, infrastructures, transportation networks, and human life. Modeling the snow avalanche has been seen as an essential approach for understanding the mountai...

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Main Authors: Amirhosein Mosavi, Ataollah Shirzadi, Bahram Choubin, Fereshteh Taromideh, Farzaneh Sajedi Hosseini, Moslem Borji, Himan Shahabi, Aryan Salvati, Adrienn A. Dineva
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Snow avalanche
susceptibility mapping
ensemble approach
feature selection
Online Access:https://ieeexplore.ieee.org/document/9160950/

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