Flood risk assessment using hybrid artificial intelligence models integrated with multi-criteria decision analysis in Quang Nam Province, Vietnam

Evaluating the Performance of Individual and Novel Ensemble of Machine Learning and Statistical Models for Landslide Susceptibility Assessment at Rudraprayag District of Garhwal Himalaya

(2020) Sunil Saha et al.   Applied Sciences-Basel

Flash flood susceptibility modelling using functional tree and hybrid ensemble techniques

(2020) Alireza Arabameri et al.   JOURNAL OF HYDROLOGY

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

(2020) Peyman Yariyan et al.   WATER RESOURCES MANAGEMENT

Soil Salinity Mapping Using SAR Sentinel-1 Data and Advanced Machine Learning Algorithms: A Case Study at Ben Tre Province of the Mekong River Delta (Vietnam)

(2019) Pham Hoa et al.   Remote Sensing

Applicability of ε-Support Vector Machine and Artificial Neural Network for Flood Forecasting in Humid, Semi-Humid and Semi-Arid Basins in China

(2019) Thabo Michael Bafitlhile et al.   Water

Urban flood risk mapping using an optimised additive weighting methodology based on open data

(2019) Daniel Jato‐Espino et al.   Journal of Flood Risk Management

A digital elevation model based method for a rapid estimation of flood inundation depth

(2019) Salvatore Manfreda et al.   Journal of Flood Risk Management

River basin-scale flood hazard assessment using a modified multi-criteria decision analysis approach: A case study

(2019) Amirhossein Shadmehri Toosi et al.   JOURNAL OF HYDROLOGY

A GIS-Based Support Vector Machine Model for Flash Flood Vulnerability Assessment and Mapping in China

(2019) Junnan Xiong et al.   ISPRS International Journal of Geo-Information

A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping

(2019) Dieu Tien Bui et al.   CATENA

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

Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

(2019) Pham et al.   Sustainability

Prediction Success of Machine Learning Methods for Flash Flood Susceptibility Mapping in the Tafresh Watershed, Iran

(2019) Saeid Janizadeh et al.   Sustainability

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method

(2019) Farzaneh Sajedi Hosseini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

Potential of Hybrid Data-Intelligence Algorithms for Multi-Station Modelling of Rainfall

(2019) Quoc Bao Pham et al.   WATER RESOURCES MANAGEMENT

A novel hybrid intelligent model of support vector machines and the MultiBoost ensemble for landslide susceptibility modeling

(2018) Binh Thai Pham et al.   Bulletin of Engineering Geology and the Environment

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

(2018) Haoyuan Hong et al.   CATENA

Bagging based Support Vector Machines for spatial prediction of landslides

(2018) Binh Thai Pham et al.   Environmental Earth Sciences

Relief-Based Feature Selection: Introduction and Review

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

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

(2018) Khabat Khosravi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Flood Risk Assessment of Quang Nam, Vietnam Using Spatial Multicriteria Decision Analysis

(2018) Chinh Luu et al.   Water

A Hybrid GIS Multi-Criteria Decision-Making Method for Flood Susceptibility Mapping at Shangyou, China

(2018) Yi Wang et al.   Remote Sensing

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

(2018) Binh Thai Pham et al.   CATENA

On normalization of inconsistency indicators in pairwise comparisons

(2017) W.W. Koczkodaj et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Assessing flood hazard using flood marks and analytic hierarchy process approach: a case study for the 2013 flood event in Quang Nam, Vietnam

(2017) Chinh Luu et al.   NATURAL HAZARDS

A new approximation for risk assessment using the AHP and Fine Kinney methodologies

(2017) Ali Kokangül et al.   SAFETY SCIENCE

Spatial prediction of flood-susceptible areas using frequency ratio and maximum entropy models

(2017) Safura Siahkamari et al.   Geocarto International

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 hazard mapping in Jamaica using principal component analysis and logistic regression

(2016) Arpita Nandi et al.   Environmental Earth Sciences

Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon’s entropy, statistical index, and weighting factor models

(2016) Khabat Khosravi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS

(2016) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

Population evacuation: evaluating spatial distribution of flood shelters and vulnerable residential units in Dhaka with geographic information systems

(2015) Akiko Masuya et al.   NATURAL HAZARDS

Flood risk assessments at different spatial scales

(2015) H. de Moel et al.   Mitigation and Adaptation Strategies for Global Change

Assessing vulnerability of buildings to hydro-meteorological hazards using an expert based approach – An application in Nehoiu Valley, Romania

(2015) A. Godfrey et al.   International Journal of Disaster Risk Reduction

Trajectories of deforestation, coffee expansion and displacement of shifting cultivation in the Central Highlands of Vietnam

(2013) Patrick Meyfroidt et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

FLOOD HAZARD ASSESSMENT VIA THRESHOLD BINARY CLASSIFIERS: CASE STUDY OF THE TANARO RIVER BASIN

(2013) Massimiliano Degiorgis et al.   IRRIGATION AND DRAINAGE

Impact assessment of urbanization on flood risk in the Yangtze River Delta

(2013) Guo-Fang Li et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Characterising performance of environmental models

(2012) Neil D. Bennett et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Global exposure to river and coastal flooding: Long term trends and changes

(2012) Brenden Jongman et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Landslide susceptibility mapping at Golestan Province, Iran: A comparison between frequency ratio, Dempster–Shafer, and weights-of-evidence models

(2012) Majid Mohammady et al.   JOURNAL OF ASIAN EARTH SCIENCES

Classifiers for the detection of flood-prone areas using remote sensed elevation data

(2012) Massimiliano Degiorgis et al.   JOURNAL OF HYDROLOGY

Do flood risk perceptions provide useful insights for flood risk management? Findings from central Vietnam

(2012) P. Bubeck et al.   Journal of Flood Risk Management

Flood risk assessment and its application in the eastern part of Dhaka City, Bangladesh

(2012) A.K. Gain et al.   Journal of Flood Risk Management

Flood management and a GIS modelling method to assess flood-hazard areas—a case study

(2011) Nektarios N. Kourgialas et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

IMPLEMENTATION OF GIS-BASED MULTICRITERIA DECISION ANALYSIS WITH VB IN ArcGIS

(2011) DERYA OZTURK et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

Preliminary flood risk assessment: the case of Athens

(2011) Georgia Kandilioti et al.   NATURAL HAZARDS

Multi-criteria decision analysis in environmental sciences: Ten years of applications and trends

(2011) Ivy B. Huang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Changes in future flood risk due to climate and development in a Dutch polder area

(2010) Laurens M. Bouwer et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Exploring multicriteria flood vulnerability by integrating economic, social and ecological dimensions of flood risk and coping capacity: from a starting point view towards an end point view of vulnerability

(2010) Sebastian Scheuer et al.   NATURAL HAZARDS

Feature selection methods for characterizing and classifying adaptive Sustainable Flood Retention Basins

(2010) Qinli Yang et al.   WATER RESEARCH

Impacts of large dams on downstream flow conditions of rivers: Aggradation and reduction of the Medjerda channel capacity downstream of the Sidi Salem dam (Tunisia)

(2008) Yadh Zahar et al.   JOURNAL OF HYDROLOGY