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Works (14)

Multi-hazard susceptibility mapping based on Convolutional Neural Networks

Geoscience Frontiers
2022-09 | Journal article
DOI: 10.1016/j.gsf.2022.101425
Part of ISSN: 1674-9871
Contributors: Kashif Ullah; Yi Wang; Zhice Fang; Lizhe Wang; Mahfuzur Rahman
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Comparison of general kernel, multiple kernel, infinite ensemble and semi-supervised support vector machines for landslide susceptibility prediction

Stochastic Environmental Research and Risk Assessment
2022-04-05 | Journal article
DOI: 10.1007/s00477-022-02208-z
Part of ISSN: 1436-3240
Contributors: Zhice Fang; Yi Wang; Hexiang Duan; Ruiqing Niu; Ling Peng
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Landslide Susceptibility Prediction Based on Positive Unlabeled Learning Coupled With Adaptive Sampling

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2021 | Journal article
DOI: 10.1109/jstars.2021.3125741
Part of ISSN: 1939-1404
Contributors: Zhice Fang; Yi Wang; Ruiqing Niu; Ling Peng
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Flood susceptibility mapping by integrating frequency ratio and index of entropy with multilayer perceptron and classification and regression tree

Journal of Environmental Management
2021-07 | Journal article
DOI: 10.1016/j.jenvman.2021.112449
Part of ISSN: 0301-4797
Contributors: Yi Wang; Zhice Fang; Haoyuan Hong; Romulus Costache; Xianzhe Tang
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Stacking ensemble of deep learning methods for landslide susceptibility mapping in the Three Gorges Reservoir area, China

Stochastic Environmental Research and Risk Assessment
2021-06 | Journal article
DOI: 10.1007/s00477-021-02032-x
Part of ISSN: 1436-3240
Contributors: Wenjuan Li; Zhice Fang; Yi Wang
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Predicting flood susceptibility using LSTM neural networks

Journal of Hydrology
2021-03 | Journal article
DOI: 10.1016/j.jhydrol.2020.125734
Part of ISSN: 0022-1694
Contributors: Zhice Fang; Yi Wang; Ling Peng; Haoyuan Hong
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Landslide Susceptibility Mapping Using Rotation Forest Ensemble Technique with Different Decision Trees in the Three Gorges Reservoir Area, China

Remote Sensing
2021-01 | Journal article
DOI: 10.3390/rs13020238
Part of ISSN: 2072-4292
Contributors: Zhice Fang; Yi Wang; Gonghao Duan; Ling Peng
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Potential of Ensemble Learning to Improve Tree-Based Classifiers for Landslide Susceptibility Mapping

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020 | Journal article
DOI: 10.1109/jstars.2020.3014143
Part of ISSN: 1939-1404
Contributors: Jiahui Song; Yi Wang; Zhice Fang; Ling Peng; Haoyuan Hong
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

A comparative study of heterogeneous ensemble-learning techniques for landslide susceptibility mapping

International Journal of Geographical Information Science
2020-09 | Journal article
DOI: 10.1080/13658816.2020.1808897
Part of ISSN: 1365-8816
Contributors: Zhice Fang; Yi Wang; Ling Peng; Haoyuan Hong
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Integration of convolutional neural network and conventional machine learning classifiers for landslide susceptibility mapping

Computers & Geosciences
2020-06 | Journal article
DOI: 10.1016/j.cageo.2020.104470
Part of ISSN: 0098-3004
Contributors: Zhice Fang; Yi Wang; Ling Peng; Haoyuan Hong
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Comparative study of landslide susceptibility mapping with different recurrent neural networks

Computers & Geosciences
2020-05 | Journal article
DOI: 10.1016/j.cageo.2020.104445
Part of ISSN: 0098-3004
Contributors: Yi Wang; Zhice Fang; Mao Wang; Ling Peng; Haoyuan Hong
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Flood susceptibility mapping using convolutional neural network frameworks

Journal of Hydrology
2020-03 | Journal article
DOI: 10.1016/j.jhydrol.2019.124482
Part of ISSN: 0022-1694
Contributors: Yi Wang; Zhice Fang; Haoyuan Hong; Ling Peng
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Multiple Kernel-Based SVM Classification of Hyperspectral Images by Combining Spectral, Spatial, and Semantic Information

Remote Sensing
2020-01-01 | Journal article
DOI: 10.3390/rs12010120
Part of ISSN: 2072-4292
Contributors: Yi Wang; Wenke Yu; Zhice Fang
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search

Comparison of convolutional neural networks for landslide susceptibility mapping in Yanshan County, China

Science of The Total Environment
2019-05 | Journal article
DOI: 10.1016/j.scitotenv.2019.02.263
Part of ISSN: 0048-9697
Contributors: Yi Wang; Zhice Fang; Haoyuan Hong
Source: Self-asserted source
Zhice Fang via Crossref Metadata Search
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