Yi Wang

发表

Predicting flood susceptibility using LSTM neural networks

Ling Peng, H. Hong, Zhice Fang, 2022, Journal of Hydrology.

Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm.

Wei Chen, M. Panahi, H. Hong, 2019, Journal of environmental management.

Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles

Wei Chen, H. Hong, Yi Wang, 2019, Journal of Hydrology.

Multi-hazard susceptibility mapping based on Convolutional Neural Networks

Zhice Fang, Yi Wang, Kashif Ullah, 2022, Geoscience Frontiers.

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

Yi Wang, Zhice Fang, Wenke Yu, 2020, Remote. Sens..

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

Zhice Fang, Yi Wang, Wenjuan Li, 2021, Stochastic Environmental Research and Risk Assessment.

Space-time landslide susceptibility modelling in Taiwan

Zhice Fang, Yi Wang, L. Lombardo, 2022 .

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

Ling Peng, R. Niu, Zhice Fang, 2022, Stochastic Environmental Research and Risk Assessment.

Space-time landslide size modelling in Taiwan 1

Zhice Fang, Yi Wang, L. Lombardo, 2022 .

Flood susceptibility mapping using convolutional neural network frameworks

Yi Wang, Zhice Fang, Ling Peng, 2020 .

A Hybrid GIS Multi-Criteria Decision-Making Method for Flood Susceptibility Mapping at Shangyou, China

Wei Chen, Dieu Tien Bui, Yi Wang, 2018, Remote. Sens..

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

H. Hong, Zhice Fang, Yi Wang, 2021, Journal of environmental management.

Predicting flood susceptibility using long short-term memory (LSTM) neural network model

Yi Wang, Zhice Fang, Ling Peng, 2020 .

Identification of torrential valleys using GIS and a novel hybrid integration of artificial intelligence, machine learning and bivariate statistics

Yi Wang, Romulus Costache, Haoyuan Hong, 2019 .

Comparative study of landslide susceptibility mapping with different recurrent neural networks

Yi Wang, Mao Wang, Zhice Fang, 2020, Comput. Geosci..

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

Yi Wang, Zhice Fang, Ling Peng, 2020, Comput. Geosci..

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

Yi Wang, Zhice Fang, Ling Peng, 2020, Int. J. Geogr. Inf. Sci..

Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)

Yi Wang, Shaojun Li, Wei Chen, 2019, Applied Sciences.

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

Yi Wang, Zhice Fang, Ling Peng, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

Yi Wang, Zhice Fang, Ling Peng, 2021, Remote. Sens..

A comparative study of composite kernels for landslide susceptibility mapping: A case study in Yongxin County, China

Yi Wang, Haoyuan Hong, Hexiang Duan, 2019 .

A data-driven framework for landslide size space-time 1 modelling

Zhice Fang, Yi Wang, L. Lombardo, 2023 .

Global landslide susceptibility prediction based on the automated machine learning (AutoML) framework

Zhice Fang, Yi Wang, Guixi Tang, 2023, Geocarto International.

Multi-Temporal Analysis of Environmental Carrying Capacity and Coastline Changes in Yueqing City

Zhice Fang, Yi Wang, Zitong Pan, 2023, Remote. Sens..

Semantic Segmentation of Land Cover in Urban Areas by Fusing Multisource Satellite Image Time Series

Yi Wang, Jining Yan, Jun Li, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Landslide hazard spatiotemporal prediction based on data-driven models: Estimating where, when and how large landslide may be

Zhice Fang, Yi Wang, C. V. Westen, 2024, International Journal of Applied Earth Observation and Geoinformation.

Space–Time Landslide Susceptibility Modeling Based on Data-Driven Methods

Zhice Fang, Yi Wang, C. V. van Westen, 2023, Mathematical Geosciences.

MFFSP: Multi-scale feature fusion scene parsing network for landslides detection based on high-resolution satellite images

Yi Wang, Tongzhen Si, Wei Han, 2024, Eng. Appl. Artif. Intell..

Spatiotemporal modeling and projection framework of rainfall-induced landslide risk under climate change.

Zhice Fang, Yi Wang, Baoyu Du, 2024, Journal of environmental management.

Space-time modeling of landslide size by combining static, dynamic, and unobserved spatiotemporal factors

Zhice Fang, Yi Wang, C. V. van Westen, 2024, CATENA.