Optimization method of conditioning factors selection and combination for landslide susceptibility prediction
- Creator: Huang, Faming , Liu, Keji , Jiang, Shuihua , Catani, Filippo , Liu, Weiping , Fan, Xuanmei , Huang, Jinsong
- Resource Type: journal article
- Date: 2025
Developing a two-decadal time-record of rice field maps using Landsat-derived multi-index image collections with a random forest classifier: A Google Earth Engine based approach
- Creator: Fernando, W. Ashane M. , Senanayake, I. P.
- Resource Type: journal article
- Date: 2024
Modelling landslide susceptibility prediction: A review and construction of semi-supervised imbalanced theory
- Creator: Huang, Faming , Xiong, Haowen , Jiang, Shui-Hua , Yao, Chi , Fan, Xuanmei , Catani, Filippo , Chang, Zhilu , Zhou, Xiaoting , Huang, Jinsong , Liu, Keji
- Resource Type: journal article
- Date: 2024
Uncertainties of Landslide Susceptibility Prediction Modeling: Influence of Different Selection Methods of “Non-landslide Samples”
- Creator: Huang, Faming , Zeng, Shiyi , Yao, Chi , Xiong, Haowen , Fan, Xuanmei , Huang, Jinsong
- Resource Type: journal article
- Date: 2024
Uncertainties of landslide susceptibility prediction: Influences of different study area scales and mapping unit scales
- Creator: Huang, Faming , Cao, Yu , Li, Wenbin , Catani, Filippo , Song, Guquan , Huang, Jinsong , Yu, Changshi
- Resource Type: journal article
- Date: 2024
A Random Forest-Based Multi-Index Classification (RaFMIC) Approach to Mapping Three-Decadal Inundation Dynamics in Dryland Wetlands Using Google Earth Engine
- Creator: Senanayake, Indishe P. , Yeo, In-Young , Kuczera, George A.
- Resource Type: journal article
- Date: 2023
A Spatial Data-Driven Approach for Mineral Prospectivity Mapping
- Creator: Senanayake, Indishe P. , Kiem, Anthony S. , Hancock, Gregory R. , Metelka, Václav , Folkes, Chris B. , Blevin, Phillip L. , Budd, Anthony R.
- Resource Type: journal article
- Date: 2023
CBR of stabilized and reinforced residual soils using experimental, numerical, and machine-learning approaches
- Creator: Tamassoki, Sakina , Daud, Nik Norsyahariati Nik , Wang, Shanyong , Roshan, Mohammad Jawed
- Resource Type: journal article
- Date: 2023
Development of an advanced machine learning model to predict the pH of groundwater in permeable reactive barriers (PRBs) located in acidic terrain
- Creator: Medawela, Subhani , Armaghani, Danial Jahed , Indraratna, Buddhima , Kerry Rowe, R. , Thamwattana, Natalie
- Resource Type: journal article
- Date: 2023
Characterising the seasonal nature of meteorological drought onset and termination across Australia
- Creator: Gibson, A. J. , Verdon-Kidd, D. C. , Hancock, G. R.
- Resource Type: journal article
- Date: 2022
Regional rainfall-induced landslide hazard warning based on landslide susceptibility mapping and a critical rainfall threshold
- Creator: Huang, Faming , Chen, Jiawu , Liu, Weiping , Huang, Jinsong , Hong, Haoyuan , Chen, Wei
- Resource Type: journal article
- Date: 2022
Effects of different landslide boundaries and their spatial shapes on the uncertainty of landslide susceptibility prediction
- Creator: Huang, Faming , Cao, Yu , Fan, Xuanmei , Li, Wenbin , Huang, Jinsong , Zhou, Chuangbing , Fan, Wenyan
- Resource Type: journal article
- Date: 2021
Predicting building-related carbon emissions: a test of machine learning models
- Creator: Boateng, Emmanuel B. , Twumasi, Emmanuella A. , Darko, Amos , Tetteh, Mershack O. , Chan, Albert P. C.
- Resource Type: book chapter
- Date: 2021
Uncertainty study of landslide susceptibility prediction considering the different attribute interval numbers of environmental factors and different data-based models
- Creator: Huang, Faming , Ye, Zhou , Jiang, Shui-Hua , Huang, Jinsong , Chang, Zhilu , Chen, Jiawu
- Resource Type: journal article
- Date: 2021
Uncertainties analysis of collapse susceptibility prediction based on remote sensing and GIS: Influences of different data-based models and connections between collapses and environmental factors
- Creator: Li, Wenbin , Fan, Xuanmei , Huang, Faming , Chen, Wei , Hong, Haoyuan , Huang, Jinsong , Guo, Zizheng
- Resource Type: journal article
- Date: 2020
Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms
- Creator: Gayen, Amiya , Pourghasemi, Hamid Reza , Saha, Sunil , Keesstra, Saskia , Bai, Shibiao
- Resource Type: journal article
- Date: 2019
Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planning
- Creator: Largent, Axel , Nunes, Jean-Claude , de Crevoisier, Renaud , Acosta, Oscar , Saint-Jalmes, Hervé , Simon, Antoine , Perichon, Nicholas , Barateau, Anais , Hervé, Chloé , Lafond, Caroline , Greer, Peter B. , Dowling, Jason A.
- Resource Type: conference paper
- Date: 2017
Statistical-learning strategies generate only modestly performing predictive models for urinary symptoms following external beam radiotherapy of the prostate: a comparison of conventional and machine-learning methods
- Creator: Yahya, Noorazrul , Ebert, Martin A. , Bulsara, Max , House, Michael J. , Kennedy, Angel , Joseph, David J. , Denham, James W.
- Resource Type: journal article
- Date: 2016