Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)
By Haoyuan Hong, Junzhi Liu, D. Tien Bui, Biswajeet Pradhan, T. Acharya, Binh Thai Pham, A-Xing Zhu, Wei Chen, Baharin bin Ahmad. 2018
449 citations recorded by the source corpus.
Subfields: Global and Planetary Change, Management, Monitoring, Policy and Law, Soil Science
View Paper: https://www.semanticscholar.org/paper/eb526927d8044d5c119d2d8a23faec5cd7c9285e
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Global and Planetary Change
- Binh Thai Pham
- Ataollah Shirzadi
- Himan Shahabi
- Khabat Khosravi
- D. Tien Bui
- Baharin bin Ahmad
- Wei Chen
- Kamran Chapi
In Management, Monitoring, Policy and Law
- Binh Thai Pham
- D. Tien Bui
- Himan Shahabi
- Baharin bin Ahmad
- Ataollah Shirzadi
- Wei Chen
- Khabat Khosravi
- Huichan Chai
In Soil Science
Citations in the corpus
- Comparison of Support Vector Machine, Bayesian Logistic Regression, and Alternating Decision Tree Algorithms for Shallow Landslide Susceptibility Mapping along a Mountainous Road in the West of Iran (2020, background): “classification and regression tree (CART) [58], J48 decision tree [59], reduced error pruning tree (REPT) [60–62], reduced error pruning tree (REPTree) [61,63], random”
- Spatial prediction of landslide susceptibility by combining evidential belief function, logistic regression and logistic model tree (2019, methodology): “trees (Hong et al. 2018; Tien Bui et al. 2014), alternating decision trees (Chen et al.”
- New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed (2019, background): “It can provide It can provide solutions for two-class, multi-class single-label, multi-class multi-label, single label category, and regression problems [91]. solutions for two-class, multi-class single-label, multi-class multi-label, single label category, and regression problems [91].”
- Landslide Susceptibility Mapping Using Integrated Methods: A Case Study in the Chittagong Hilly Areas, Bangladesh (2020, methodology): “Prediction and success rate curves are generally employed for accuracy assessment and model comparison [14,60].”