Transfer learning improves landslide susceptibility assessment

Slope stability prediction using ensemble learning techniques: A case study in Yunyang County, Chongqing, China

(2022) Wengang Zhang et al.   Journal of Rock Mechanics and Geotechnical Engineering

AI-powered landslide susceptibility assessment in Hong Kong

(2021) Haojie Wang et al.   ENGINEERING GEOLOGY

Fossil Brachiopod identification using a new deep convolutional neural network

(2021) Haizhou Wang et al.   GONDWANA RESEARCH

Process of building collapse caused by the Po Shan Road landslide in Hong Kong on 18 June 1972

(2021) H. Y. Luo et al.   Landslides

An Automated Snow Mapper Powered by Machine Learning

(2021) Haojie Wang et al.   Remote Sensing

Landslides Information Extraction Using Object-Oriented Image Analysis Paradigm Based on Deep Learning and Transfer Learning

(2020) Heng Lu et al.   Remote Sensing

Landslide identification using machine learning

(2020) Haojie Wang et al.   Geoscience Frontiers

Stochastic seismic slope stability assessment using polynomial chaos expansions combined with relevance vector machine

(2020) Qiu-Jing Pan et al.   Geoscience Frontiers

Modelling of shallow landslides with machine learning algorithms

(2020) Zhongqiang Liu et al.   Geoscience Frontiers

A random forest model of landslide susceptibility mapping based on hyperparameter optimization using Bayes algorithm

(2020) Deliang Sun et al.   GEOMORPHOLOGY

Pathways and challenges of the application of artificial intelligence to geohazards modelling

(2020) Abhirup Dikshit et al.   GONDWANA RESEARCH

Landslide detection by deep learning of non-nadiral and crowdsourced optical images

(2020) Filippo Catani   Landslides

A novel physically-based model for updating landslide susceptibility

(2019) H.J. Wang et al.   ENGINEERING GEOLOGY

State-of-the-art review of soft computing applications in underground excavations

(2019) Wengang Zhang et al.   Geoscience Frontiers

Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China

(2018) Chao Zhou et al.   COMPUTERS & GEOSCIENCES

How climate change affects extreme weather events

(2016) P. Stott   SCIENCE

Multivariate adaptive regression splines and neural network models for prediction of pile drivability

(2016) Wengang Zhang et al.   Geoscience Frontiers

Statistical modelling of Europe-wide landslide susceptibility using limited landslide inventory data

(2011) M. Van Den Eeckhaut et al.   Landslides

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview

(2008) Cees J. van Westen et al.   ENGINEERING GEOLOGY

Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China

(2008) X. Yao et al.   GEOMORPHOLOGY