A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping
Authors
Keywords
Land subsidence susceptibility mapping, Adaptive neuro-fuzzy inference system, k-fold cross-validation, Marand plain, Iran
Journal
NATURAL HAZARDS
Volume -, Issue -, Pages -
Publisher
Springer Nature America, Inc
Online
2018-08-23
DOI
10.1007/s11069-018-3449-y
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Comparing Classic and Interval Analytical Hierarchy Process Methodologies for Measuring Area-Level Deprivation to Analyze Health Inequalities
- (2018) Pablo Cabrera-Barona et al. International Journal of Environmental Research and Public Health
- Identification of hydrogeochemical processes and pollution sources of groundwater resources in the Marand plain, northwest of Iran
- (2017) Rahim Barzegar et al. Environmental Earth Sciences
- Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques
- (2017) Wei Chen et al. GEOMORPHOLOGY
- Prediction of geomechanical parameters using soft computing and multiple regression approach
- (2017) Rajesh Singh et al. MEASUREMENT
- Modeling the energy ratio and productivity of biodiesel with different reactor dimensions and ultrasonic power using ANFIS
- (2017) Leila Naderloo et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses
- (2017) Omid Ghorbanzadeh et al. Geomatics Natural Hazards & Risk
- Copper potential mapping in Kerman copper bearing belt by using ANFIS method and the input evidential layer analysis
- (2016) Mahdi Shabankareh et al. Arabian Journal of Geosciences
- Predicting the occurrence of adverse events using an adaptive neuro-fuzzy inference system (ANFIS) approach with the help of ANFIS input selection
- (2016) Erman Çakıt et al. ARTIFICIAL INTELLIGENCE REVIEW
- Fuzzy Shannon Entropy: A Hybrid GIS-Based Landslide Susceptibility Mapping Method
- (2016) Majid Shadman Roodposhti et al. Entropy
- Estimation Stability With Cross-Validation (ESCV)
- (2016) Chinghway Lim et al. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
- Predicting turbulent flow friction coefficient using ANFIS technique
- (2016) Sara Bardestani et al. Signal Image and Video Processing
- A GIS-based comparative study of Dempster-Shafer, logistic regression and artificial neural network models for landslide susceptibility mapping
- (2016) Wei Chen et al. Geocarto International
- Application of two intelligent systems in predicting environmental impacts of quarry blasting
- (2015) Danial Jahed Armaghani et al. Arabian Journal of Geosciences
- Neuro-fuzzy technique to predict air-overpressure induced by blasting
- (2015) Danial Jahed Armaghani et al. Arabian Journal of Geosciences
- A fuzzy decision system for genetically modified plant environmental risk assessment using Mamdani inference
- (2015) Francesco Camastra et al. EXPERT SYSTEMS WITH APPLICATIONS
- A comprehensive interferometric process for monitoring land deformation using ASAR and PALSAR satellite interferometric data
- (2015) Younes Dehghan-Soraki et al. GIScience & Remote Sensing
- Modelling and experimental performance analysis of solar-assisted ground source heat pump system
- (2015) Hikmet Esen et al. JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE
- Binary logistic regression versus stochastic gradient boosted decision trees in assessing landslide susceptibility for multiple-occurring landslide events: application to the 2009 storm event in Messina (Sicily, southern Italy)
- (2015) L. Lombardo et al. NATURAL HAZARDS
- A Takagi-Sugeno Fuzzy Inference System for Developing a Sustainability Index of Biomass
- (2015) Fausto Cavallaro Sustainability
- Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia
- (2014) Zahrul Umar et al. CATENA
- A GIS-based extended fuzzy multi-criteria evaluation for landslide susceptibility mapping
- (2014) Bakhtiar Feizizadeh et al. COMPUTERS & GEOSCIENCES
- Spatial filtering to reduce sampling bias can improve the performance of ecological niche models
- (2014) Robert A. Boria et al. ECOLOGICAL MODELLING
- Adaptive neuro-fuzzy prediction of the optimum parameters of protective spur dike
- (2014) Hossein Basser et al. NATURAL HAZARDS
- A modified analytical hierarchy process (M-AHP) approach for decision support systems in natural hazard assessments
- (2013) H.A. Nefeslioglu et al. COMPUTERS & GEOSCIENCES
- A GIS based spatially-explicit sensitivity and uncertainty analysis approach for multi-criteria decision analysis
- (2013) Bakhtiar Feizizadeh et al. COMPUTERS & GEOSCIENCES
- Application of decision tree model for the ground subsidence hazard mapping near abandoned underground coal mines
- (2013) Saro Lee et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Interseismic strain accumulation across the North Tabriz Fault (NW Iran) deduced from InSAR time series
- (2013) Sadra Karimzadeh et al. JOURNAL OF GEODYNAMICS
- Estimating future global per capita water availability based on changes in climate and population
- (2012) Esther S. Parish et al. COMPUTERS & GEOSCIENCES
- A hybrid neural networks-fuzzy logic-genetic algorithm for grade estimation
- (2012) Pejman Tahmasebi et al. COMPUTERS & GEOSCIENCES
- Separability indexes and accuracy of neuro-fuzzy classification in Geographic Information Systems for assessment of coastal environmental vulnerability
- (2012) Juan Moreno Navas et al. Ecological Informatics
- Estimation of elastic constant of rocks using an ANFIS approach
- (2011) Rajesh Singh et al. APPLIED SOFT COMPUTING
- 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
- 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
- Spatial Prediction of Ground Subsidence Susceptibility Using an Artificial Neural Network
- (2011) Saro Lee et al. ENVIRONMENTAL MANAGEMENT
- Using adaptive network-based fuzzy inference system to forecast automobile sales
- (2011) Fu-Kwun Wang et al. EXPERT SYSTEMS WITH APPLICATIONS
- A GIS-based neuro-fuzzy procedure for integrating knowledge and data in landslide susceptibility mapping
- (2010) Mohammad H. Vahidnia et al. COMPUTERS & GEOSCIENCES
- Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia
- (2010) Biswajeet Pradhan 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
- Invasive species distribution modeling (iSDM): Are absence data and dispersal constraints needed to predict actual distributions?
- (2009) Tomáš Václavík et al. ECOLOGICAL MODELLING
- Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models
- (2009) Biswajeet Pradhan et al. Environmental Earth Sciences
- Three way k-fold cross-validation of resource selection functions
- (2007) Trevor S. Wiens et al. ECOLOGICAL MODELLING
- Wavelet transform and adaptive neuro-fuzzy inference system for color texture classification
- (2007) Abdulkadir Sengur EXPERT SYSTEMS WITH APPLICATIONS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search