4.3 Article

Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naive Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms

Related references

Note: Only part of the references are listed.
Article Environmental Sciences

Hybridized neural fuzzy ensembles for dust source modeling and prediction

Omid Rahmati et al.

ATMOSPHERIC ENVIRONMENT (2020)

Article Multidisciplinary Sciences

Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping

Guirong Wang et al.

SYMMETRY-BASEL (2020)

Article Chemistry, Multidisciplinary

GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models

Viet-Ha Nhu et al.

APPLIED SCIENCES-BASEL (2020)

Article Engineering, Environmental

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

Binh Thai Pham et al.

BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2019)

Article Computer Science, Interdisciplinary Applications

Big data in Geohazard; pattern mining and large scale analysis of landslides in Iran

Hossein Shafizadeh-Moghadam et al.

EARTH SCIENCE INFORMATICS (2019)

Article Environmental Sciences

Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm

Dieu Tien Bui et al.

REMOTE SENSING (2019)

Article Engineering, Civil

Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach

Shaghayegh Miraki et al.

WATER RESOURCES MANAGEMENT (2019)

Article Chemistry, Multidisciplinary

Development of a Novel Hybrid Intelligence Approach for Landslide Spatial Prediction

Phong Tung Nguyen et al.

APPLIED SCIENCES-BASEL (2019)

Article Environmental Sciences

Genetic and firefly metaheuristic algorithms for an optimized neuro-fuzzy prediction modeling of wildfire probability

Abolfazl Jaafari et al.

JOURNAL OF ENVIRONMENTAL MANAGEMENT (2019)

Article Environmental Sciences

Estimating Rainfall Thresholds for Landslide Occurrence in the Bhutan Himalayas

Abhirup Dikshit et al.

WATER (2019)

Article Green & Sustainable Science & Technology

Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

Binh Thai Pham et al.

SUSTAINABILITY (2019)

Article Chemistry, Multidisciplinary

SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment

Saro Lee et al.

APPLIED SCIENCES-BASEL (2019)

Article Computer Science, Information Systems

Predicting Slope Stability Failure through Machine Learning Paradigms

Dieu Tien Bui et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2019)

Article Engineering, Environmental

Automatic calculation of rainfall thresholds for landslide occurrence in Chukha Dzongkhag, Bhutan

Stefano Luigi Gariano et al.

BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2019)

Article Environmental Sciences

Sinkhole susceptibility mapping: A comparison between Bayes-based machine learning algorithms

Kamal Taheri et al.

LAND DEGRADATION & DEVELOPMENT (2019)

Article Engineering, Civil

Quantitative landslide risk analysis in the Hashtchin area (NW-Iran)

Reza Talaei et al.

EUROPEAN JOURNAL OF ENVIRONMENTAL AND CIVIL ENGINEERING (2018)

Review Geosciences, Multidisciplinary

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

Hamid Reza Pourghasemi et al.

ARABIAN JOURNAL OF GEOSCIENCES (2018)

Review Geosciences, Multidisciplinary

Review on landslide susceptibility mapping using support vector machines

Yu Huang et al.

CATENA (2018)

Article Environmental Sciences

Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping

Hossein Shafizadeh-Moghadam et al.

JOURNAL OF ENVIRONMENTAL MANAGEMENT (2018)

Article Geosciences, Multidisciplinary

A Novel Classifier Based on Composite Hyper-cubes on Iterated Random Projections for Assessment of Landslide Susceptibility

Binh Thai Pham

JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA (2018)

Article Multidisciplinary Sciences

Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods

Dieu Tien Bui et al.

SCIENTIFIC REPORTS (2018)

Article Green & Sustainable Science & Technology

Social Vulnerability Assessment Using Artificial Neural Network (ANN) Model for Earthquake Hazard in Tabriz City, Iran

Mohsen Alizadeh et al.

SUSTAINABILITY (2018)

Article Chemistry, Multidisciplinary

Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression

Wei Chen et al.

APPLIED SCIENCES-BASEL (2018)

Article Geosciences, Multidisciplinary

Global fatal landslide occurrence from 2004 to 2016

Melanie J. Froude et al.

NATURAL HAZARDS AND EARTH SYSTEM SCIENCES (2018)

Article Environmental Sciences

Shallow landslide susceptibility assessment using a novel hybrid intelligence approach

Ataollah Shirzadi et al.

ENVIRONMENTAL EARTH SCIENCES (2017)

Article Computer Science, Interdisciplinary Applications

A novel hybrid artificial intelligence approach for flood susceptibility assessment

Kamran Chapi et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2017)

Article Meteorology & Atmospheric Sciences

Drought sensitivity mapping using two one-class support vector machine algorithms

Majid Shadman Roodposhti et al.

ATMOSPHERIC RESEARCH (2017)

Article Engineering, Geological

Landslide impacts in Germany: A historical and socioeconomic perspective

Martin Klose et al.

LANDSLIDES (2016)

Review Geosciences, Multidisciplinary

Landslides in a changing climate

Stefano Luigi Gariano et al.

EARTH-SCIENCE REVIEWS (2016)

Article Physics, Multidisciplinary

Fuzzy Shannon Entropy: A Hybrid GIS-Based Landslide Susceptibility Mapping Method

Majid Shadman Roodposhti et al.

ENTROPY (2016)

Article Computer Science, Interdisciplinary Applications

A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

Binh Thai Pham et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2016)

Article Geosciences, Multidisciplinary

Rotation forest fuzzy rule-based classifier ensemble for spatial prediction of landslides using GIS

Binh Thai Pham et al.

NATURAL HAZARDS (2016)

Article Geochemistry & Geophysics

Using MODIS NDVI Time Series to Identify Geographic Patterns of Landslides in Vegetated Regions

Wentao Yang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2013)

Article Computer Science, Interdisciplinary Applications

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

A. Akgun et al.

COMPUTERS & GEOSCIENCES (2012)

Article Engineering, Multidisciplinary

Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naive Bayes Models

Dieu Tien Bui et al.

MATHEMATICAL PROBLEMS IN ENGINEERING (2012)

Article Geosciences, Multidisciplinary

A recent scenario of mass wasting and its impact on the transportation in Alborz Mountains, Iran using geo-information technology

Alireza Farrokhnia et al.

ARABIAN JOURNAL OF GEOSCIENCES (2011)

Article Computer Science, Interdisciplinary Applications

Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area

Hyun-Joo Oh et al.

COMPUTERS & GEOSCIENCES (2011)

Article Geosciences, Multidisciplinary

GIS-based spatial prediction of landslide susceptibility using logistic regression model

Seyedeh Zohreh Mousavi et al.

GEOMATICS NATURAL HAZARDS & RISK (2011)

Article Computer Science, Interdisciplinary Applications

An optimized solution of multi-criteria evaluation analysis of landslide susceptibility using fuzzy sets and Kalman filter

Pece V. Gorsevski et al.

COMPUTERS & GEOSCIENCES (2010)

Article Environmental Sciences

Upliftment Estimation of the Zagros Transverse Fault in Iran Using Geoinformatics Technology

Hojjat Ollah Safari et al.

REMOTE SENSING (2009)

Article Geography, Physical

Comparing landslide inventory maps

Mirco Galli et al.

GEOMORPHOLOGY (2008)

Article Computer Science, Information Systems

Information gain and divergence-based feature selection for machine learning-based text categorization

CK Lee et al.

INFORMATION PROCESSING & MANAGEMENT (2006)

Article Geography, Physical

Probabilistic landslide hazard assessment at the basin scale

F Guzzetti et al.

GEOMORPHOLOGY (2005)

Article Computer Science, Artificial Intelligence

Logistic model trees

N Landwehr et al.

MACHINE LEARNING (2005)

Article Automation & Control Systems

Orthogonal forward selection and backward elimination algorithms for feature subset selection

KZ Mao

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS (2004)

Article Environmental Sciences

Statistical analysis of landslide susceptibility at Yongin, Korea

S Lee et al.

ENVIRONMENTAL GEOLOGY (2001)