Convolutional neural network (CNN) with metaheuristic optimization algorithms for landslide susceptibility mapping in Icheon, South Korea

Derivation of earthquake-induced landslide distribution using aerial photogrammetry: the January 24, 2020, Elazig (Turkey) earthquake

(2021) Gizem Karakas et al.   Landslides

Application of Support Vector Regression and Metaheuristic Optimization Algorithms for Groundwater Potential Mapping in Gangneung-si, South Korea

(2021) Muhammad Fulki Fadhillah et al.   Remote Sensing

Improvement of Earthquake Risk Awareness and Seismic Literacy of Korean Citizens through Earthquake Vulnerability Map from the 2017 Pohang Earthquake, South Korea

(2021) Ju Han et al.   Remote Sensing

A Comprehensive Assessment of XGBoost Algorithm for Landslide Susceptibility Mapping in the Upper Basin of Ataturk Dam, Turkey

(2021) Recep Can et al.   Applied Sciences-Basel

Cumulative infiltration and infiltration rate prediction using optimized deep learning algorithms: A study in Western Iran

(2021) Mahdi Panahi et al.   Journal of Hydrology-Regional Studies

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

Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area

(2020) Viet-Ha Nhu et al.   CATENA

Comparing the prediction performance of a Deep Learning Neural Network model with conventional machine learning models in landslide susceptibility assessment

(2020) Dieu Tien Bui et al.   CATENA

Analysis and modeling of a landslide-induced tsunami-like wave across the Truong river in Quang Nam province, Vietnam

(2020) Do Minh Duc et al.   Landslides

A novel ensemble computational intelligence approach for the spatial prediction of land subsidence susceptibility

(2020) Alireza Arabameri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran

(2020) Phuong Thao Thi Ngo et al.   Geoscience Frontiers

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

(2020) Wei Chen et al.   Geoscience Frontiers

Integration of InSAR Time-Series Data and GIS to Assess Land Subsidence along Subway Lines in the Seoul Metropolitan Area, South Korea

(2020) Muhammad Fulki Fadhillah et al.   Remote Sensing

Assessment of Landslide Susceptibility Combining Deep Learning with Semi-Supervised Learning in Jiaohe County, Jilin Province, China

(2020) Jingyu Yao et al.   Applied Sciences-Basel

Landslide Susceptibility Assessment Using an Optimized Group Method of Data Handling Model

(2020) Azam Kadirhodjaev et al.   ISPRS International Journal of Geo-Information

Evaluation of Floods and Landslides Triggered by a Meteorological Catastrophe (Ordu, Turkey, August 2018) Using Optical and Radar Data

(2020) Sultan Kocaman et al.   GEOFLUIDS

Convolutional neural network approach for spatial prediction of flood hazard at national scale of Iran

(2020) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

Deep learning neural networks for spatially explicit prediction of flash flood probability

(2020) Mahdi Panahi et al.   Geoscience Frontiers

Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression (SVR) with GWO, BAT and COA algorithms

(2020) Abdul-Lateef Balogun et al.   Geoscience Frontiers

Landslide Susceptibility Mapping using Naïve Bayes and Bayesian Network Models in Umyeonsan, Korea

(2019) Sunmin Lee et al.   Geocarto International

An Ensemble Model for Landslide Susceptibility Mapping in a Forested Area

(2019) Alireza Arabameri et al.   Geocarto International

Landslide-susceptibility mapping in Gangwon-do, South Korea, using logistic regression and decision tree models

(2019) Prima Riza Kadavi et al.   Environmental Earth Sciences

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

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

(2019) Yi Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Correction to: On the use of hierarchical fuzzy inference systems (HFIS) in expert-based landslide susceptibility mapping: the central part of the Rif Mountains (Morocco)

(2019) B. C. Ozer et al.   Bulletin of Engineering Geology and the Environment

Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model

(2019) Duie Tien Bui et al.   Remote Sensing

A deep learning algorithm using a fully connected sparse autoencoder neural network for landslide susceptibility prediction

(2019) Faming Huang et al.   Landslides

A Novel Performance Assessment Approach using Photogrammetric Techniques for Landslide Susceptibility Mapping with Logistic Regression, ANN and Random Forest

(2019) Sevgen et al.   SENSORS

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

Forest Fire Susceptibility Modeling Using a Convolutional Neural Network for Yunnan Province of China

(2019) Guoli Zhang et al.   International Journal of Disaster Risk Science

Landslides detection through optimized hot spot analysis on persistent scatterers and distributed scatterers

(2019) Ping Lu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Application of convolutional neural networks featuring Bayesian optimization for landslide susceptibility assessment

(2019) Maher Ibrahim Sameen et al.   CATENA

Significance of machine learning algorithms in professional blogger's classification

(2018) Yousra Asim et al.   COMPUTERS & ELECTRICAL ENGINEERING

Comparison of GIS-based landslide susceptibility models using frequency ratio, logistic regression, and artificial neural network in a tertiary region of Ambon, Indonesia

(2018) Aril Aditian et al.   GEOMORPHOLOGY

Mapping landslide surface displacements with time series SAR interferometry by combining persistent and distributed scatterers: A case study of Jiaju landslide in Danba, China

(2018) Jie Dong et al.   REMOTE SENSING OF ENVIRONMENT

A Comparison of Support Vector Machines and Bayesian Algorithms for Landslide Susceptibility Modeling

(2018) Binh Thai Pham et al.   Geocarto International

Spatial Assessment of Urban Flood Susceptibility Using Data Mining and Geographic Information System (GIS) Tools

(2018) Sunmin Lee et al.   Sustainability

Spatial prediction of urban landslide susceptibility based on topographic factors using boosted trees

(2018) Sunmin Lee et al.   Environmental Earth Sciences

Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping

(2018) Prima Kadavi et al.   Remote Sensing

Landslide Susceptibility Mapping and Comparison Using Decision Tree Models: A Case Study of Jumunjin Area, Korea

(2018) Sung-Jae Park et al.   Remote Sensing

Analysis of the relationships between topographic factors and landslide occurrence and their application to landslide susceptibility mapping: a case study of Mingchukur, Uzbekistan

(2018) Azam Kadirhodjaev et al.   GEOSCIENCES JOURNAL

Application of a semiquantitative and GIS-based statistical model to landslide susceptibility zonation in Kayangan Catchment, Java, Indonesia

(2017) Danang Sri Hadmoko et al.   NATURAL HAZARDS

Shallow Landslide Susceptibility Modeling Using the Data Mining Models Artificial Neural Network and Boosted Tree

(2017) Hyun-Joo Oh et al.   Applied Sciences-Basel

Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size

(2016) Paraskevas Tsangaratos et al.   CATENA

A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison

(2016) Omar F. Althuwaynee et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A new landslide-induced tsunami simulation model and its application to the 1792 Unzen-Mayuyama landslide-and-tsunami disaster

(2016) Kyoji Sassa et al.   Landslides

Spatial model integration for shallow landslide susceptibility and its runout using a GIS-based approach in Yongin, Korea

(2016) Ananta Man Singh Pradhan et al.   Geocarto International

The spatial prediction of landslide susceptibility applying artificial neural network and logistic regression models: A case study of Inje, Korea

(2016) Lee Saro et al.   Open Geosciences

Geometrical and geotechnical characteristics of landslides in Korea under various geological conditions

(2015) Kyeong-Su Kim et al.   Journal of Mountain Science

Grey Wolf Optimizer

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

Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia

(2014) Zahrul Umar et al.   CATENA

Flood susceptibility mapping using integrated bivariate and multivariate statistical models

(2014) Mahyat Shafapour Tehrany et al.   Environmental Earth Sciences

Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS

(2014) Biswajeet Pradhan et al.   NATURAL HAZARDS

Imperialist competitive algorithm for solving systems of nonlinear equations

(2013) Mahdi Abdollahi et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Weathering and mineralogical variation in gneissic rocks and their effect in Sangrumba Landslide, East Nepal

(2013) Amar Deep Regmi et al.   Environmental Earth Sciences

Application of the revised universal soil loss equation model on landslide prevention. An example from N. Euboea (Evia) Island, Greece

(2013) Dimitrios Rozos et al.   Environmental Earth Sciences

A loess landslide induced by excavation and rainfall

(2013) Jun-Jie Wang et al.   Landslides

Spatial and temporal change in landslide hazard by future climate change scenarios using probabilistic-based frequency ratio model

(2013) Lee Moung-Jin et al.   Geocarto International

Application of an evidential belief function model in landslide susceptibility mapping

(2012) Omar F. Althuwaynee et al.   COMPUTERS & GEOSCIENCES

Landslide inventory maps: New tools for an old problem

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

Detection of landslides using web-based aerial photographs and landslide susceptibility mapping using geospatial analysis

(2012) Saro Lee et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Effect of rock weathering, clay mineralogy, and geological structures in the formation of large landslide, a case study from Dumre Besei landslide, Lesser Himalaya Nepal

(2012) Amar Deep Regmi et al.   Landslides

A GIS-based logistic regression model in rock-fall susceptibility mapping along a mountainous road: Salavat Abad case study, Kurdistan, Iran

(2012) Ataollah Shirzadi et al.   NATURAL HAZARDS

Extraction of landslide-related factors from ASTER imagery and its application to landslide susceptibility mapping

(2011) Hyun-Joo Oh et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Landslide susceptibility mapping on Panaon Island, Philippines using a geographic information system

(2010) Hyun-Joo Oh et al.   Environmental Earth Sciences

Changes in the extreme daily rainfall in South Korea

(2010) Jeong-Soo Park et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Receiver Operating Characteristic Curve in Diagnostic Test Assessment

(2010) Jayawant N. Mandrekar   Journal of Thoracic Oncology

Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area

(2010) Biswajeet Pradhan et al.   Geomatics Natural Hazards & Risk

Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia

(2009) Biswajeet Pradhan et al.   Landslides