Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide Susceptibility
نویسندگان
چکیده
منابع مشابه
Predicting the susceptibility of landslide occurrence in order to manage landslide risk in Bar Neyshabur watershed
Background and objective: Landslide susceptibility zoning using different methods is one of the landslide management strategies. The purpose of this study is to evaluate the landslides susceptibility in the Bar watershed in Khorasan Razavi province using the support vector machine (SVM) algorithm. Method: First, the landslide layer of the area was corrected through field visits and Google Earth...
متن کاملFault Detection in Ring Based Smart LVDC Microgrid Using Ensemble of Decision Tree
In modern infrastructure, the demand for DC power-based appliances is rapidly increasing, and this phenomenon has created a positive impact on the acceptance of the DC microgrid. However, due to numerous issues such as the absence of zero crossing, bidirectional behaviour of sources, and different magnitudes of fault current during grid connected and islanded modes of operation, protecting DC m...
متن کاملTree-Based Credal Networks for Classification
Bayesian networks are models for uncertain reasoning which are achieving a growing importance also for the data mining task of classification. Credal networks extend Bayesian nets to sets of distributions, or credal sets. This paper extends a state-of-the-art Bayesian net for classification, called tree-augmented naive Bayes classifier, to credal sets originated from probability intervals. This...
متن کاملLandslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naı̈ve Bayes Models
1 Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences, P.O. Box 5003IMT, 1432 Aas, Norway 2 Faculty of Surveying and Mapping, Hanoi University of Mining and Geology, Dong Ngac, Tu Liem, Hanoi, Vietnam 3 Department of Civil Engineering, Spatial and Numerical Modelling Research Group, Faculty of Engineering, Universiti Putra Malaysia, Selangor, 43400 Serdang,...
متن کاملPredicting Twist Condition by Bayesian Classification and Decision Tree Techniques
Railway infrastructures are among the most important national assets of countries. Most of the annual budget of infrastructure managers are spent on repairing, improving and maintaining railways. The best repair method should consider all economic and technical aspects of the problem. In recent years, data analysis of maintenance records has contributed significantly for minimizing the costs. B...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Remote Sensing
سال: 2020
ISSN: 2072-4292
DOI: 10.3390/rs12203389