Ensemble machine learning models based on Reduced Error Pruning Tree for prediction of rainfall-induced landslides

BT Pham, A Jaafari, T Nguyen-Thoi… - … Journal of Digital …, 2021 - Taylor & Francis
In this paper, we developed highly accurate ensemble machine learning models integrating
Reduced Error Pruning Tree (REPT) as a base classifier with the Bagging (B), Decorate (D) …

A Comparative Assessment of Sampling Ratios Using Artificial Neural Network (ANN) for Landslide Predictive Model in Langat River Basin, Selangor, Malaysia

SN Selamat, N Abd Majid, A Mohd Taib - Sustainability, 2023 - mdpi.com
Landslides have been classified as the most dangerous threat around the world, causing
huge damage to properties and loss of life. Increased human activity in landslide-prone …

Landslide possibilities using remote sensing and geographical information system (GIS)

N Yaa'cob, ZNA Abd Rashid, N Tajudin… - IOP Conference Series …, 2020 - iopscience.iop.org
There are a lot of landslides occur in Malaysia and one of the landslide prone areas in
Malaysia is Ulu Kelang. Integration of satellite remote sensing data which is called ArcGIS …

Observation on Landslide Occurrence by the Rise of Groundwater After Prolong Rainfall Event

NHN Khalid, F Usman, RC Omar, S Norhisham… - Advances in Civil …, 2022 - Springer
Landslide is one of the natural disasters that gained attention worldwide these days. The
effects are not only limited to changes in topography but also cause fatality. Rainfall and …

[PDF][PDF] Observation on Landslide Occurrence by the Rise of Groundwater After Prolong Rainfall Event

F Usman, RC Omar, S Norhisham, AZA Razad - researchgate.net
Landslide is one of the natural disasters that gained attention worldwide these days. The
effects are not only limited to changes in topography but also cause fatality. Rainfall and …

ارزیابی مقایسه‌ای الگوریتم‌های تصمیم‌گیری چندمعیارة MABAC و CODAS در پهنه‌بندی خطر زمین‌لغزش؛ نمونة پژوهش: شهرستان کوثر

مددی, پیروزی, فعال نذیری - جغرافیا و برنامه ریزی محیطی, 2021‎ - gep.ui.ac.ir
زمین‌لغزش، یکی از فرایندهای مهم محیطی به‌ویژه در چشم‌اندازهای مناطق کوهستانی به شمار می‌آید.
شناساییمناطقحساسو تهیة نقشة پهنه‌بندی خطر زمین‌لغزش …