Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm

Himan Shahabi; Ataollah Shirzadi; Somayeh Ronoud; Shahrokh Asadi; Binh Thai Pham; Fatemeh Mansouripour; Marten Geertsema; John J. Clague; Dieu Tien Bui

Năm xuất bản2020

Nguồn học thuậtGeoscience Frontiers

Định danhDOI 10.1016/j.gsf.2020.10.007

TRÍCH DẪN ĐỀ XUẤT

Himan Shahabi; Ataollah Shirzadi; Somayeh Ronoud; Shahrokh Asadi; Binh Thai Pham; Fatemeh Mansouripour; Marten Geertsema; John J. Clague; Dieu Tien Bui (2020). Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm. Geoscience Frontiers, 12(3), 101100. https://doi.org/10.1016/j.gsf.2020.10.007

Thông tin thư mục

Nguồn/Tạp chí: Geoscience Frontiers
Tập: 12
Số: 3
Trang: 101100
Nhà xuất bản: Elsevier BV
DOI: 10.1016/j.gsf.2020.10.007 ↗

Từ khóa

Adaptive neuro fuzzy inference system; Flash flood; Machine learning; Mean squared error; Computer science; Artificial intelligence; Algorithm; Flood myth; Genetic algorithm; Deep belief network; Data mining; Deep learning; Statistics; Mathematics; Fuzzy logic; Geography