Risk Assessment of Resources Exposed to Rainfall Induced Landslide with the Development of GIS and RS Based Ensemble Metaheuristic Machine Learning Algorithms

Modeling flood plain wetland transformation in consequences of flow alteration in Punarbhaba river in India and Bangladesh

(2020) Swapan Talukdar et al.   JOURNAL OF CLEANER PRODUCTION

An assessment of metaheuristic approaches for flood assessment

(2020) Hamid Reza Pourghasemi et al.   JOURNAL OF HYDROLOGY

Temporal Probability Assessment and Its Use in Landslide Susceptibility Mapping for Eastern Bhutan

(2020) Abhirup Dikshit et al.   Water

Estimation of Petrophysical Parameters from Seismic Inversion by Combining Particle Swarm Optimization and Multilayer Linear Calculator

(2020) Qamar Yasin et al.   Natural Resources Research

Ensemble framework by using nature inspired algorithms for the early-stage forest fire rescue — A case study of dynamic optimization problems

(2020) HongGuang Zhang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Comparing rockfall hazard and risk assessment procedures along roads for different planning purposes

(2020) Simone Mineo   Journal of Mountain Science

Optimizing an Adaptive Neuro-Fuzzy Inference System for Spatial Prediction of Landslide Susceptibility Using Four State-of-the-art Metaheuristic Techniques

(2020) Mohammad Mehrabi et al.   SENSORS

Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran

(2020) Viet-Ha Nhu et al.   Forests

Ensemble modeling of landslide susceptibility using random subspace learner and different decision tree classifiers

(2020) Binh Thai Pham et al.   Geocarto International

Shallow Landslide Susceptibility Models Based on Artificial Neural Networks Considering the Factor Selection Method and Various Non-Linear Activation Functions

(2020) Deuk-Hwan Lee et al.   Remote Sensing

A Novel Hybrid Soft Computing Model Using Random Forest and Particle Swarm Optimization for Estimation of Undrained Shear Strength of Soil

(2020) Binh Thai Pham et al.   Sustainability

Flood susceptibility assessment based on a novel random Naïve Bayes method: A comparison between different factor discretization methods

(2020) Xianzhe Tang et al.   CATENA

Damming effect on habitat quality of riparian corridor

(2020) Swades Pal et al.   ECOLOGICAL INDICATORS

Quantitative risk assessment of slow-moving landslides from the viewpoint of decision-making: A case study of the Three Gorges Reservoir in China

(2020) Zizheng Guo et al.   ENGINEERING GEOLOGY

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

(2020) Deliang Sun et al.   GEOMORPHOLOGY

Application of geographically weighted principal component analysis and fuzzy approach for unsupervised landslide susceptibility mapping on Gish River Basin, India

(2020) Tirthankar Basu et al.   Geocarto International

Landslide Susceptibility Mapping Using the Slope Unit for Southeastern Helong City, Jilin Province, China: A Comparison of ANN and SVM

(2020) Chenglong Yu et al.   Symmetry-Basel

Comparison of Support Vector Machine, Bayesian Logistic Regression, and Alternating Decision Tree Algorithms for Shallow Landslide Susceptibility Mapping along a Mountainous Road in the West of Iran

(2020) Viet-Ha Nhu et al.   Applied Sciences-Basel

Landslide susceptibility modeling based on ANFIS with teaching-learning-based optimization and Satin bowerbird optimizer

(2020) Wei Chen et al.   Geoscience Frontiers

Proposing artificial intelligence based livelihood vulnerability index in river islands

(2020) Swapan Talukdar et al.   JOURNAL OF CLEANER PRODUCTION

Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms

(2020) Swapan Talukdar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A New Hybrid Firefly–PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping

(2020) Viet-Ha Nhu et al.   Remote Sensing

Flood susceptibility modelling using advanced ensemble machine learning models

(2020) Abu Reza Md Towfiqul Islam et al.   Geoscience Frontiers

Modeling livelihood vulnerability in erosion and flooding induced river island in Ganges riparian corridor, India

(2020) Pankaj Singha et al.   ECOLOGICAL INDICATORS

Assessing wetland habitat vulnerability in moribund Ganges delta using bivariate models and machine learning algorithms

(2020) Swades Pal et al.   ECOLOGICAL INDICATORS

Landslide Susceptibility Modeling Using Bagging-Based Positive-Unlabeled Learning

(2020) Bangyu Wu et al.   IEEE Geoscience and Remote Sensing Letters

Temporal and spatial distributions of landslides in the Qinba Mountains, Shaanxi Province, China

(2019) Haijun Qiu et al.   Geomatics Natural Hazards & Risk

Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling

(2019) Vu Nguyen et al.   Forests

Novel Entropy and Rotation Forest-Based Credal Decision Tree Classifier for Landslide Susceptibility Modeling

(2019) Qingfeng He et al.   Entropy

Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility

(2019) Abolfazl Jaafari et al.   CATENA

A comparative study of support vector machine and logistic model tree classifiers for shallow landslide susceptibility modeling

(2019) Mousa Abedini et al.   Environmental Earth Sciences

Risk Assessment of An Earthquake-Collapse-Landslide Disaster Chain by Bayesian Network and Newmark Models

(2019) Lina Han et al.   International Journal of Environmental Research and Public Health

Landslide Susceptibility Prediction Using Particle-Swarm-Optimized Multilayer Perceptron: Comparisons with Multilayer-Perceptron-Only, BP Neural Network, and Information Value Models

(2019) Deying Li et al.   Applied Sciences-Basel

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

(2019) Wei Chen et al.   Applied Sciences-Basel

Investigating the effects of different landslide positioning techniques, landslide partitioning approaches, and presence-absence balances on landslide susceptibility mapping

(2019) Hamid Reza Pourghasemi et al.   CATENA

Nonlinear evolutionary swarm intelligence of grasshopper optimization algorithm and gray wolf optimization for weight adjustment of neural network

(2019) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

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

(2019) Yi Wang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan

(2019) Jie Dou et al.   Landslides

Comparison of GA-BP and PSO-BP neural network models with initial BP model for rainfall-induced landslides risk assessment in regional scale: a case study in Sichuan, China

(2019) Chonghao Zhu et al.   NATURAL HAZARDS

Performance Evaluation of the GIS-Based Data-Mining Techniques Decision Tree, Random Forest, and Rotation Forest for Landslide Susceptibility Modeling

(2019) Soyoung Park et al.   Sustainability

How do machine learning techniques help in increasing accuracy of landslide susceptibility maps?

(2019) Yacine Achour et al.   Geoscience Frontiers

Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping

(2019) Quang-Thanh Bui et al.   JOURNAL OF HYDROLOGY

Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping

(2019) Yanli Wu et al.   CATENA

A parallel multi-objective particle swarm optimization for cascade hydropower reservoir operation in southwest China

(2018) Wen-jing Niu et al.   APPLIED SOFT COMPUTING

Improving Extreme Learning Machine by Competitive Swarm Optimization and its application for medical diagnosis problems

(2018) Mohammed Eshtay et al.   EXPERT SYSTEMS WITH APPLICATIONS

Landslide Risk Assessment by Using a New Combination Model Based on a Fuzzy Inference System Method

(2018) S. Reza Azimi et al.   KSCE Journal of Civil Engineering

Social multi-criteria evaluation to identify appropriate disaster risk reduction measures: application to landslides in the Rwenzori Mountains, Uganda

(2018) Jan Maes et al.   Landslides

Particle Swarm Optimization Algorithm for Neuro-Fuzzy Prospectivity Analysis Using Continuously Weighted Spatial Exploration Data

(2018) Bijan Roshanravan et al.   Natural Resources Research

Modification of landslide susceptibility mapping using optimized PSO-ANN technique

(2018) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

Modeling neutrosophic variables based on particle swarm optimization and information theory measures for forest fires

(2018) Mona Gamal Gafar et al.   JOURNAL OF SUPERCOMPUTING

Landslide susceptibility mapping using maximum entropy and support vector machine models along the highway corridor, Garhwal Himalaya

(2018) Vijendra Kumar Pandey et al.   Geocarto International

A Comparative Assessment of Canonical Correlation Forest, Random Forest, Rotation Forest and Logistic Regression Methods for Landslide Susceptibility Mapping

(2018) Emrehan Kutlug Sahin et al.   Geocarto International

Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia

(2018) Dieu Tien Bui et al.   Remote Sensing

Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation

(2018) Stefano Terzi et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches

(2018) Binh Thai Pham et al.   CATENA

Landslide susceptibility mapping based on self-organizing-map network and extreme learning machine

(2017) Faming Huang et al.   ENGINEERING GEOLOGY

An integrated approach of analytical network process and fuzzy based spatial decision making systems applied to landslide risk mapping

(2017) Hassan Abedi Gheshlaghi et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Grey wolf optimizer: a review of recent variants and applications

(2017) Hossam Faris et al.   NEURAL COMPUTING & APPLICATIONS

Landslide susceptibility mapping using random forest and boosted tree models in Pyeong-Chang, Korea

(2017) Jeong-Cheol Kim et al.   Geocarto International

Statistical and spatial analysis of landslide susceptibility maps with different classification systems

(2016) Cristina Baeza et al.   Environmental Earth Sciences

Landslide vulnerability and risk assessment for multi-hazard scenarios using airborne laser scanning data (LiDAR)

(2016) Waleed M. Abdulwahid et al.   Landslides

Semi-quantitative landslide risk assessment using GIS-based exposure analysis in Kuala Lumpur City

(2016) Omar F. Althuwaynee et al.   Geomatics Natural Hazards & Risk

Neural network river forecasting with multi-objective fully informed particle swarm optimization

(2015) Riccardo Taormina et al.   JOURNAL OF HYDROINFORMATICS

Applying weight of evidence method and sensitivity analysis to produce a landslide susceptibility map

(2015) Ioanna Ilia et al.   Landslides

Probability Modeling of Precipitation Extremes over Two River Basins in Northwest of China

(2015) Zhanling Li et al.   Advances in Meteorology

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Strategies investigation in using artificial neural network for landslide susceptibility mapping: application to a Sicilian catchment

(2014) Elisa Arnone et al.   JOURNAL OF HYDROINFORMATICS

Landslide susceptibility mapping at Vaz Watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF) algorithms

(2013) Mohammad Zare et al.   Arabian Journal of Geosciences

Recommendations for the quantitative analysis of landslide risk

(2013) J. Corominas et al.   Bulletin of Engineering Geology and the Environment

Landslide susceptibility analysis with logistic regression model based on FCM sampling strategy

(2013) Liang-Jie Wang et al.   COMPUTERS & GEOSCIENCES

Early warning systems for natural hazards and risks

(2013) Thomas Glade et al.   NATURAL HAZARDS

Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area

(2011) Hyun-Joo Oh et al.   COMPUTERS & GEOSCIENCES

Modeling hydrologic and geomorphic hazards across post-fire landscapes using a self-organizing map approach

(2011) Michael J. Friedel   ENVIRONMENTAL MODELLING & SOFTWARE

Typical landslides and related mechanisms in Ali Mountain highway induced by typhoon Morakot: perspectives from engineering geology

(2011) Chia-Nan Liu et al.   Landslides

Integrating spatial, temporal, and magnitude probabilities for medium-scale landslide risk analysis in Darjeeling Himalayas, India

(2011) Saibal Ghosh et al.   Landslides

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Landslide hazard and risk assessment and their application in risk management and landuse planning in eastern flank of Menoreh Mountains, Yogyakarta Province, Indonesia

(2010) Danang Sri Hadmoko et al.   NATURAL HAZARDS

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling

(2009) Biswajeet Pradhan et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Landslide risk assessment using concepts of danger pixels and fuzzy set theory in Darjeeling Himalayas

(2008) D. P. Kanungo et al.   Landslides

Quantitative landslide risk assessment and mapping on the basis of recent occurrences

(2007) Juan Remondo et al.   GEOMORPHOLOGY