Landslide susceptibility modelling based on AHC-OLID clustering algorithm

Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

(2019) Jie Dou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Exploring the effects of the design and quantity of absence data on the performance of random forest-based landslide susceptibility mapping

(2019) Haoyuan Hong et al.   CATENA

Spatial prediction of landslides using a hybrid machine learning approach based on Random Subspace and Classification and Regression Trees

(2018) Binh Thai Pham et al.   GEOMORPHOLOGY

An evaluation of landslide susceptibility using probability statistic modeling and GIS's spatial clustering analysis

(2018) Hang Wu et al.   HUMAN AND ECOLOGICAL RISK ASSESSMENT

Urban flooding risk assessment based on an integrated k-means cluster algorithm and improved entropy weight method in the region of Haikou, China

(2018) Hongshi Xu et al.   JOURNAL OF HYDROLOGY

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

Flood risk assessment in metro systems of mega-cities using a GIS-based modeling approach

(2018) Hai-Min Lyu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Hybrid Integration Approach of Entropy with Logistic Regression and Support Vector Machine for Landslide Susceptibility Modeling

(2018) Tingyu Zhang et al.   Entropy

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Landslide susceptibility assessment using uncertain decision tree model in loess areas

(2017) Yimin Mao et al.   Environmental Earth Sciences

Exploiting historical rainfall and landslide data in a spatial database for the derivation of critical rainfall thresholds

(2017) Domenico Caracciolo et al.   Environmental Earth Sciences

A GIS-based comparative evaluation of analytical hierarchy process and frequency ratio models for landslide susceptibility mapping

(2017) Qiqing Wang et al.   PHYSICAL GEOGRAPHY

Integration of Information Theory, K-Means Cluster Analysis and the Logistic Regression Model for Landslide Susceptibility Mapping in the Three Gorges Area, China

(2017) Qian Wang et al.   Remote Sensing

Landslide hazard mapping in the Constantine city, Northeast Algeria using frequency ratio, weighting factor, logistic regression, weights of evidence, and analytical hierarchy process methods

(2016) Hamid Bourenane et al.   Arabian Journal of Geosciences

Evaluation of different models in rainfall-triggered landslide susceptibility mapping: a case study in Chunan, southeast China

(2016) Hangjian Feng et al.   Environmental Earth Sciences

Preliminary studies on the dynamic prediction method of rainfall-triggered landslide

(2016) Yue-li Chen et al.   Journal of Mountain Science

Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines

(2015) Haoyuan Hong et al.   Environmental Earth Sciences

Landslide hazards mapping using uncertain Naïve Bayesian classification method

(2015) Yi-min Mao et al.   Journal of Central South University

Construction of knowledge-based spatial decision support system for landslide mapping using fuzzy clustering and KPSO analysis

(2014) Shiuan Wan et al.   Arabian Journal of Geosciences

Estimation of rainfall-induced landslides using ANN and fuzzy clustering methods: A case study in Saeen Slope, Azerbaijan province, Iran

(2014) Y. Alimohammadlou et al.   CATENA

Entropy-based particle swarm optimization with clustering analysis on landslide susceptibility mapping

(2012) Shiuan Wan   Environmental Earth Sciences

Controlling factors of loess landslides in western China

(2009) M. Zhang et al.   Environmental Earth Sciences

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

Partitional clustering algorithms for symbolic interval data based on single adaptive distances

(2008) Francisco de A.T. De Carvalho et al.   PATTERN RECOGNITION