Estimating landslide susceptibility through a artificial neural network classifier
Published 2014 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Estimating landslide susceptibility through a artificial neural network classifier
Authors
Keywords
Landslide susceptibility, Mahalanobis metric distance, Artificial neural network
Journal
NATURAL HAZARDS
Volume 74, Issue 3, Pages 1489-1516
Publisher
Springer Nature
Online
2014-05-30
DOI
10.1007/s11069-014-1245-x
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Landslide susceptibility analysis using Probabilistic Certainty Factor Approach: A case study on Tevankarai stream watershed, India
- (2013) Evangelin Ramani Sujatha et al. Journal of Earth System Science
- Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
- (2012) Dieu Tien Bui et al. CATENA
- A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
- (2012) Biswajeet Pradhan COMPUTERS & GEOSCIENCES
- Landslide susceptibility assessment in the Hoa Binh province of Vietnam: A comparison of the Levenberg–Marquardt and Bayesian regularized neural networks
- (2012) Dieu Tien Bui et al. GEOMORPHOLOGY
- Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models
- (2012) Dieu Tien Bui et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Landslide susceptibility zonation in Greece
- (2012) N. Sabatakakis et al. NATURAL HAZARDS
- Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam
- (2012) Dieu Tien Bui et al. NATURAL HAZARDS
- Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area
- (2011) Hyun-Joo Oh et al. COMPUTERS & GEOSCIENCES
- An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm
- (2011) A. Akgun et al. COMPUTERS & GEOSCIENCES
- Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
- (2011) Dieu Tien Bui et al. COMPUTERS & GEOSCIENCES
- GIS-based landslide susceptibility mapping using bivariate statistical analysis in Devrek (Zonguldak-Turkey)
- (2011) Cagatay Yilmaz et al. Environmental Earth Sciences
- GIS-based assessment of landslide susceptibility on the base of the Weights-of-Evidence model
- (2011) Bettina Neuhäuser et al. Landslides
- A GIS-based neuro-fuzzy procedure for integrating knowledge and data in landslide susceptibility mapping
- (2010) Mohammad H. Vahidnia et al. COMPUTERS & GEOSCIENCES
- Landslide susceptibility mapping in Injae, Korea, using a decision tree
- (2010) Young-Kwang Yeon et al. ENGINEERING GEOLOGY
- Comparison of the implementation of rock engineering system and analytic hierarchy process methods, upon landslide susceptibility mapping, using GIS: a case study from the Eastern Achaia County of Peloponnesus, Greece
- (2010) D. Rozos et al. Environmental Earth Sciences
- Application of Dempster-Shafer theory of evidence to GIS-based landslide susceptibility analysis
- (2010) No-Wook Park Environmental Earth Sciences
- Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia
- (2010) Ebru Akcapinar Sezer et al. EXPERT SYSTEMS WITH APPLICATIONS
- Landslide Susceptibility Mapping by Neuro-Fuzzy Approach in a Landslide-Prone Area (Cameron Highlands, Malaysia)
- (2010) Biswajeet Pradhan et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey
- (2010) H. A. Nefeslioglu et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- A spatial decision support system for extracting the core factors and thresholds for landslide susceptibility map
- (2009) Shiuan Wan ENGINEERING GEOLOGY
- A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses
- (2009) A. Nandi et al. ENGINEERING GEOLOGY
- Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine
- (2009) Işık Yilmaz 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
- Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: The Akaishi Mountains, Japan
- (2009) Hitoshi Saito et al. GEOMORPHOLOGY
- A comparative study of Dempster–Shafer and fuzzy models for landslide susceptibility mapping using a GIS: An experience from Zagros Mountains, SW Iran
- (2009) Majid H. Tangestani JOURNAL OF ASIAN EARTH SCIENCES
- Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia
- (2009) Biswajeet Pradhan et al. Landslides
- Statistical approach to earthquake-induced landslide susceptibility
- (2008) Chyi-Tyi Lee et al. ENGINEERING GEOLOGY
- Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning
- (2008) Robin Fell et al. ENGINEERING GEOLOGY
- An implementation of rock engineering system for ranking the instability potential of natural slopes in Greek territory. An application in Karditsa County
- (2008) D. Rozos et al. Landslides
- Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy
- (2008) Paolo Magliulo et al. NATURAL HAZARDS
- Learning a Mahalanobis distance metric for data clustering and classification
- (2008) Shiming Xiang et al. PATTERN RECOGNITION
- Artificial neural networks and cluster analysis in landslide susceptibility zonation
- (2007) C. Melchiorre et al. GEOMORPHOLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now