Concepedia

An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps

Hakan A. Nefeslioğlu, Candan Gökçeoğlu, H. Sönmez

Engineering Geology · 2008 · 552 citations · 81 references

Concepts

ComputingEarth SciencesGeological EngineeringMachine LearningRemote SensingTerrain AnalysisDigital Terrain ModelingLandslide Hazard AssessmentLandslide InvestigationLandslide MitigationSlope AnalysisTerrain MorphometryLandslide Hazard MappingLandslide SusceptibilityLandslide Susceptibility AssessmentLandslide Susceptibility MappingLandslide Susceptibility ModelingLogistic RegressionMachine Learning For Landslide Prediction

References

81

Applied logistic regression

Choice Reviews Online · 1990 · 35.7K citations

Public Health, Biostatistics, Clinical Epidemiology +15

Neural networks: A comprehensive foundation

Ryszard Tadeusiewicz · Control Engineering Practice · 1995 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +13

Parallel & distributed processing

Philipp Slusallek, Peter Shirley, William R. Mark et al. · 2005 · 2.6K citations

Computing, Computer Engineering, Computer Science +10

Landslide types and processes

D. M. Crudën · Medical Entomology and Zoology · 1996 · 1.9K citations

Engineering, Civil Engineering, Geological Engineering +8

The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan

Lulseged Ayalew, Hiromitsu Yamagishi · Geomorphology · 2004 · 1.9K citations

Natural Sciences, Earth Sciences, Geoinformatics +17