Transfer learning for landslide susceptibility modeling using domain adaptation and case-based reasoning

HIGHLIGHTS

  • who: Zhihao Wang and collaborators from the Department of Geography, Friedrich Schiller University Jena, Loebdergraben, Jena, Germany have published the article: Transfer learning for landslide susceptibility modeling using domain adaptation and case-based reasoning, in the Journal: (JOURNAL)
  • what: The authors compare and combine two important transferlearning strategies for landslide susceptibility modeling: case-based reasoning (CBR) and domain adaptation (DA). The authors assess the performances of single- and multiple-source CBR DA and CBR-DA strategies to train and combine landslide susceptibility models using generalized additive models (GAMs) for 10 study areas with various resolutions . . .

     

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