Integrating the Particle Swarm Optimization (PSO) with machine learning methods for improving the accuracy of the landslide susceptibility model

KDT-SPSO: A multimodal particle swarm optimisation algorithm based on k-d trees for palm tree detection

(2021) Zi Yan Chen et al.   APPLIED SOFT COMPUTING

Investigation of landslides with natural lineaments derived from integrated manual and automatic techniques applied on geospatial data

(2021) Simon Sadiq et al.   NATURAL HAZARDS

Investigating probable causes for predicting catastrophic landslides along NH-60 excavated through semi-arid basaltic terrain of Chandanapuri Ghat, Maharashtra, India

(2021) Dattatray Khamkar et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

Application of the group method of data handling (GMDH) approach for landslide susceptibility zonation using readily available spatial covariates

(2021) Mahdi Panahi et al.   CATENA

Landslide vulnerability of the Debre Sina-Armania road section, Central Ethiopia: Insights from geophysical investigations

(2021) Gebreselassie Gebreanania Alemayo et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Performance Improvement in Brain Tumor Detection in MRI Images Using a Combination of Evolutionary Algorithms and Active Contour Method

(2021) Mahtab Saeidifar et al.   JOURNAL OF DIGITAL IMAGING

A PSO based algorithm with an efficient optimal split procedure for the multiperiod vehicle routing problem with profit

(2020) Racha El-Hajj et al.   ANNALS OF OPERATIONS RESEARCH

Particle swarm optimization with deep learning for human action recognition

(2020) S. Jeba Berlin et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Spatial Proximity-Based Geographically Weighted Regression Model for Landslide Susceptibility Assessment: A Case Study of Qingchuan Area, China

(2020) Yange Li et al.   Applied Sciences-Basel

UAVs for monitoring, investigation, and mitigation design of a rock slope with multiple failure mechanisms—a case study

(2020) J. Rodriguez et al.   Landslides

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

Intelligent optic disc segmentation using improved particle swarm optimization and evolving ensemble models

(2020) Li Zhang et al.   APPLIED SOFT COMPUTING

A comparative study of random forests and multiple linear regression in the prediction of landslide velocity

(2020) Martin Krkač et al.   Landslides

Integration of artificial intelligence with Meta classifiers for the gully erosion susceptibility assessment in Hinglo river basin, Eastern India

(2020) Jagabandhu Roy et al.   ADVANCES IN SPACE RESEARCH

Dynamic Gaussian bare-bones fruit fly optimizers with abandonment mechanism: method and analysis

(2020) Helong Yu et al.   ENGINEERING WITH COMPUTERS

Multi-Hazard Exposure Mapping Using Machine Learning for the State of Salzburg, Austria

(2020) Thimmaiah Gudiyangada Nachappa et al.   Remote Sensing

National-scale landslide susceptibility map of Romania in a European methodological framework

(2020) Dan Bălteanu et al.   GEOMORPHOLOGY

Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance

(2020) Jiaze Tu et al.   KNOWLEDGE-BASED SYSTEMS

Investigation of the influence of nonoccurrence sampling on landslide susceptibility assessment using Artificial Neural Networks

(2020) Luísa Vieira Lucchese et al.   CATENA

Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis

(2020) Weifeng Shan et al.   KNOWLEDGE-BASED SYSTEMS

Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem

(2020) Mikel Larrea et al.   NEUROCOMPUTING

Landslide susceptibility assessment using different slope units based on the evidential belief function model

(2019) Zhuo Chen et al.   Geocarto International

Rock slope failure in the British Mountains

(2019) David Jarman et al.   GEOMORPHOLOGY

Landslide Susceptibility Mapping Using Different GIS-Based Bivariate Models

(2019) Nohani et al.   Water

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

(2019) Wei Chen et al.   JOURNAL OF HYDROLOGY

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

Calibration of DEM material parameters to simulate stress-strain behaviour of unsaturated soils during uniaxial compression

(2019) Jan De Pue et al.   SOIL & TILLAGE RESEARCH

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

An integrated design of particle swarm optimization (PSO) with fusion of features for detection of brain tumor

(2019) Muhammad Sharif et al.   PATTERN RECOGNITION LETTERS

Soil moisture remote-sensing applications for identification of flood-prone areas along transport infrastructure

(2018) Anna-Klara Ahlmer et al.   Environmental Earth Sciences

Modeling landslide susceptibility in data-scarce environments using optimized data mining and statistical methods

(2018) Jung-Hyun Lee et al.   GEOMORPHOLOGY

A hybrid machine learning ensemble approach based on a Radial Basis Function neural network and Rotation Forest for landslide susceptibility modeling: A case study in the Himalayan area, India

(2018) Binh Thai Pham et al.   International Journal of Sediment Research

Performance evaluation of the GIS-based data mining techniques of best-first decision tree, random forest, and naïve Bayes tree for landslide susceptibility modeling

(2018) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Understanding spatial variations of malaria in Vietnam using remotely sensed data integrated into GIS and machine learning classifiers

(2018) Quang-Thanh Bui et al.   Geocarto International

Modification of landslide susceptibility mapping using optimized PSO-ANN technique

(2018) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

Comparison of landslide susceptibility maps using random forest and multivariate adaptive regression spline models in combination with catchment map units

(2018) Lei Chu et al.   GEOSCIENCES JOURNAL

The way forward: Can connectivity be useful to design better measuring and modelling schemes for water and sediment dynamics?

(2018) Saskia Keesstra et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Analysis of Soil Erosion Induced by Heavy Rainfall: A Case Study from the NE Abruzzo Hills Area in Central Italy

(2018) Tommaso Piacentini et al.   Water

Inventory of geo-hydrological phenomena in Genova municipality (NW Italy)

(2018) Guido Paliaga et al.   Journal of Maps

Landslide susceptibility assessment at the Wuning area, China: a comparison between multi-criteria decision making, bivariate statistical and machine learning methods

(2018) Haoyuan Hong et al.   NATURAL HAZARDS

DeepSeeNet: A Deep Learning Model for Automated Classification of Patient-based Age-related Macular Degeneration Severity from Color Fundus Photographs

(2018) Yifan Peng et al.   OPHTHALMOLOGY

A Novel Hybrid Approach of Landslide Susceptibility Modeling Using Rotation Forest Ensemble and Different Base Classifiers

(2018) Binh Thai Pham et al.   Geocarto International

Evaluation of cost and benefit of sediment based on landslide and erosion models

(2018) Prem Rangsiwanichpong et al.   CATENA

Assessment of susceptibility to rainfall-induced landslides using improved self-organizing linear output map, support vector machine, and logistic regression

(2017) Gwo-Fong Lin et al.   ENGINEERING GEOLOGY

Identification and estimation of landslide-debris flow disaster risk in primary and middle school campuses in a mountainous area of Southwest China

(2017) Jingmin Gao et al.   International Journal of Disaster Risk Reduction

Daily suspended sediment simulation using machine learning approach

(2016) Dheeraj Kumar et al.   CATENA

Landslides in a changing climate

(2016) Stefano Luigi Gariano et al.   EARTH-SCIENCE REVIEWS

Application of a radial basis function neural network to estimate pressure gradient in water–oil pipelines

(2016) Mohamad A. Halali et al.   Journal of the Taiwan Institute of Chemical Engineers

Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

(2016) Dieu Tien Bui et al.   Landslides

Landslide susceptibility mapping of the Sera River Basin using logistic regression model

(2016) Nussaïbah B. Raja et al.   NATURAL HAZARDS

Deep learning

(2015) Yann LeCun et al.   NATURE

Morphometry and land cover based multi-criteria analysis for assessing the soil erosion susceptibility of the western Himalayan watershed

(2014) Sadaff Altaf et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

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

Adaptive computational chemotaxis based on field in bacterial foraging optimization

(2013) Xin Xu et al.   SOFT COMPUTING

Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran

(2012) Hamid Reza Pourghasemi et al.   Arabian Journal of Geosciences

Landslide inventory maps: New tools for an old problem

(2012) Fausto Guzzetti et al.   EARTH-SCIENCE REVIEWS

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

(2012) Hamid Reza Pourghasemi et al.   NATURAL HAZARDS

An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm

(2011) A. Akgun et al.   COMPUTERS & GEOSCIENCES

Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey)

(2011) Aykut Akgun et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Mapping erosion susceptibility by a multivariate statistical method: A case study from the Ayvalık region, NW Turkey

(2010) Aykut Akgün et al.   COMPUTERS & GEOSCIENCES

Logistic regression versus artificial neural networks: landslide susceptibility evaluation in a sample area of the Serchio River valley, Italy

(2009) F. Falaschi et al.   NATURAL HAZARDS