M. B. Dholakia

Hybrid integration of Multilayer Perceptron Neural Networks and machine learning ensembles for landslide susceptibility assessment at Himalayan area (India) using GIS

Binh Thai Pham, Dieu Tien Bui, Indra Prakash et al. · CATENA · 2016 · 631 citations

Natural Sciences, Earth Sciences, Geological Engineering +17

A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

Binh Thai Pham, Biswajeet Pradhan, Dieu Tien Bui et al. · Environmental Modelling & Software · 2016 · 543 citations

Computing, Geoinformatics, Geological Engineering +17

Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods

Binh Thai Pham, Dieu Tien Bui, Hamid Reza Pourghasemi et al. · Theoretical and Applied Climatology · 2015 · 364 citations

Computing, Earth Sciences, Geoinformatics +17

A hybrid machine learning ensemble approach based on a Radial Basis Function neural network and Rotation Forest for landslide susceptibility modeling: A case study in the Himalayan area, India

Binh Thai Pham, Ataollah Shirzadi, Dieu Tien Bui et al. · International Journal of Sediment Research · 2017 · 168 citations

Computing, Earth Sciences, Geological Engineering +17

A Comparative Study of Least Square Support Vector Machines and Multiclass Alternating Decision Trees for Spatial Prediction of Rainfall-Induced Landslides in a Tropical Cyclones Area

Binh Thai Pham, Dieu Tien Bui, M. B. Dholakia et al. · Geotechnical and Geological Engineering · 2016 · 159 citations

Computing, Hydrology, Meteorology +17