Shattri Mansor

Flood susceptibility assessment using GIS-based support vector machine model with different kernel types

Mahyat Shafapour Tehrany, Biswajeet Pradhan, Shattri Mansor et al. · CATENA · 2014 · 819 citations

Natural Resources, Geoinformatics, Hydrology +14

Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)

Bahareh Kalantar, Biswajeet Pradhan, Seyed Amir Naghibi et al. · Geomatics Natural Hazards and Risk · 2017 · 543 citations · Full text

Computing, Geoinformatics, Geological Engineering +16

Land Cover Classification from fused DSM and UAV Images Using Convolutional Neural Networks

Husam A. H. Al-Najjar, Bahareh Kalantar, Biswajeet Pradhan et al. · Remote Sensing · 2019 · 201 citations · Full text

Computing, Computer Science, Geoinformatics +17

Modelling urban growth evolution and land-use changes using GIS based cellular automata and SLEUTH models: the case of Sana’a metropolitan city, Yemen

Mohamed Al-shalabi, Lawal Billa, Biswajeet Pradhan et al. · Environmental Earth Sciences · 2012 · 195 citations

Planning, Land-use Planning, Urban Planning +17

The Performance of Maximum Likelihood, Spectral Angle Mapper, Neural Network and Decision Tree Classifiers in Hyperspectral Image Analysis

Helmi Zulhaidi Mohd Shafri, Affendi Suhaili, Shattri Mansor · Journal of Computer Science · 2007 · 194 citations

Computing, Forestry, Geoinformatics +17