Improvement of Best First Decision Trees Using Bagging and Dagging Ensembles for Flood Probability Mapping

Earthquake Vulnerability Mapping Using Different Hybrid Models

(2020) Peyman Yariyan et al.   Symmetry-Basel

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

Soft Computing Ensemble Models Based on Logistic Regression for Groundwater Potential Mapping

(2020) Phong Tung Nguyen et al.   Applied Sciences-Basel

Novel hybrid models between bivariate statistics, artificial neural networks and boosting algorithms for flood susceptibility assessment

(2020) Romulus Costache et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Novel Hybrid Integration Approach of Bagging-Based Fisher’s Linear Discriminant Function for Groundwater Potential Analysis

(2019) Wei Chen et al.   Natural Resources Research

Flood Susceptibility Assessment by Using Bivariate Statistics and Machine Learning Models - A Useful Tool for Flood Risk Management

(2019) Romulus Costache   WATER RESOURCES MANAGEMENT

A new intelligence approach based on GIS-based Multivariate Adaptive Regression Splines and metaheuristic optimization for predicting flash flood susceptible areas at high-frequency tropical typhoon area

(2019) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

(2019) Pham et al.   Sustainability

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

A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia

(2019) Hejar Shahabi et al.   SENSORS

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

Hydro-meteorological risk assessment methods and management by nature-based solutions

(2019) Jeetendra Sahani et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Analysis and evaluation of landslide susceptibility: a review on articles published during 2005–2016 (periods of 2005–2012 and 2013–2016)

(2018) Hamid Reza Pourghasemi et al.   Arabian Journal of Geosciences

Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study

(2018) Alaa M. Al-Abadi   Arabian Journal of Geosciences

Relief-Based Feature Selection: Introduction and Review

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms

(2018) Seyed Vahid Razavi Termeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques

(2018) Hamid Darabi et al.   JOURNAL OF HYDROLOGY

Evaluating the influence of geo-environmental factors on gully erosion in a semi-arid region of Iran: An integrated framework

(2017) Omid Rahmati et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea

(2017) Sunmin Lee et al.   Geomatics Natural Hazards & Risk

Application of statistical index and index of entropy methods to landslide susceptibility assessment in Gongliu (Xinjiang, China)

(2016) Qiqing Wang et al.   Environmental Earth Sciences

Flood-routing modeling with neural network optimized by social-based algorithm

(2016) Mehdi Nikoo et al.   NATURAL HAZARDS

Flood inundation mapping sensitivity to riverine spatial resolution and modelling approach

(2016) G. Papaioannou et al.   NATURAL HAZARDS

A Computer-Aided Diagnosis System for Dynamic Contrast-Enhanced MR Images Based on Level Set Segmentation and ReliefF Feature Selection

(2015) Zhiyong Pang et al.   Computational and Mathematical Methods in Medicine

Framing vulnerability, risk and societal responses: the MOVE framework

(2013) J. Birkmann et al.   NATURAL HAZARDS

A coevolutionary differential evolution with harmony search for reliability–redundancy optimization

(2011) Ling Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Flood Forecasting Using ANN, Neuro-Fuzzy, and Neuro-GA Models

(2009) Aditya Mukerji et al.   JOURNAL OF HYDROLOGIC ENGINEERING