Optimized Conditioning Factors Using Machine Learning Techniques for Groundwater Potential Mapping

by Bahareh Kalantar, Husam A. H. Al-Najjar, Biswajeet Pradhan, Vahideh Saeidi, Alfian Abdul Halin, Naonori Ueda, Seyed Amir Naghibi
Published 2019-09-01

Evaluation of Recent Advanced Soft Computing Techniques for Gully Erosion Susceptibility Mapping: A Comparative Study

by Alireza Arabameri, Thomas Blaschke, Biswajeet Pradhan, Hamid Reza Pourghasemi, John P. Tiefenbacher, Dieu Tien Bui
Published 2020-01-01

A Novel Technique for Modeling Ecosystem Health Condition: A Case Study in Saudi Arabia

by Javed Mallick, Saeed AlQadhi, Swapan Talukdar, Biswajeet Pradhan, Ahmed Ali Bindajam, Abu Reza Md. Towfiqul Islam, Amal Saad Dajam
Published 2021-07-01

A Novel Rule-based Approach In Mapping Landslide Susceptibility

by Majid Shadman Roodposhti, Jagannath Aryal, Biswajeet Pradhan
Published 2019-05-01

A Spatial Ensemble Model for Rockfall Source Identification From High Resolution LiDAR Data and GIS

by Ali Mutar Fanos, Biswajeet Pradhan
Published 2019-01-01

Optimizing an Adaptive Neuro-Fuzzy Inference System for Spatial Prediction of Landslide Susceptibility Using Four State-of-the-art Metaheuristic Techniques

by Mohammad Mehrabi, Biswajeet Pradhan, Hossein Moayedi, Abdullah Alamri
Published 2020-03-01

Landslide Susceptibility Modeling: An Integrated Novel Method Based on Machine Learning Feature Transformation

by Husam A. H. Al-Najjar, Biswajeet Pradhan, Bahareh Kalantar, Maher Ibrahim Sameen, M. Santosh, Abdullah Alamri
Published 2021-08-01

Data Mining and Statistical Approaches in Debris-Flow Susceptibility Modelling Using Airborne LiDAR Data

by Usman Salihu Lay, Biswajeet Pradhan, Zainuddin Bin Md Yusoff, Ahmad Fikri Bin Abdallah, Jagannath Aryal, Hyuck-Jin Park
Published 2019-08-01

A Novel Swarm Intelligence—Harris Hawks Optimization for Spatial Assessment of Landslide Susceptibility

by Dieu Tien Bui, Hossein Moayedi, Bahareh Kalantar, Abdolreza Osouli, Biswajeet Pradhan, Hoang Nguyen, Ahmad Safuan A Rashid
Published 2019-08-01

A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)

by Dieu Tien Bui, Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, Ebrahim Omidavr, Binh Thai Pham, Dawood Talebpour Asl, Hossein Khaledian, Biswajeet Pradhan, Mahdi Panahi, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
Published 2019-05-01

Robustness analysis of machine learning classifiers in predicting spatial gully erosion susceptibility with altered training samples

by Tusar Kanti Hembram, Sunil Saha, Biswajeet Pradhan, Khairul Nizam Abdul Maulud, Abdullah M. Alamri
Published 2021-01-01

Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithms

by Alireza Arabameri, Subodh Chandra Pal, Romulus Costache, Asish Saha, Fatemeh Rezaie, Amir Seyed Danesh, Biswajeet Pradhan, Saro Lee, Nhat-Duc Hoang
Published 2021-01-01

Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-Based FR–RF Integrated Model and Multiresolution DEMs

by Alireza Arabameri, Biswajeet Pradhan, Khalil Rezaei, Chang-Wook Lee
Published 2019-04-01

Proposing a Novel Predictive Technique for Gully Erosion Susceptibility Mapping in Arid and Semi-arid Regions (Iran)

by Alireza Arabameri, Artemi Cerda, Jesús Rodrigo-Comino, Biswajeet Pradhan, Masoud Sohrabi, Thomas Blaschke, Dieu Tien Bui
Published 2019-11-01

Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm

by Dieu Tien Bui, Himan Shahabi, Ebrahim Omidvar, Ataollah Shirzadi, Marten Geertsema, John J. Clague, Khabat Khosravi, Biswajeet Pradhan, Binh Thai Pham, Kamran Chapi, Zahra Barati, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
Published 2019-04-01

Implementation of Artificial Intelligence Based Ensemble Models for Gully Erosion Susceptibility Assessment

by Indrajit Chowdhuri, Subodh Chandra Pal, Alireza Arabameri, Asish Saha, Rabin Chakrabortty, Thomas Blaschke, Biswajeet Pradhan, Shahab. S. Band
Published 2020-11-01

Groundwater Augmentation through the Site Selection of Floodwater Spreading Using a Data Mining Approach (Case study: Mashhad Plain, Iran)

by Seyed Amir Naghibi, Mehdi Vafakhah, Hossein Hashemi, Biswajeet Pradhan, Seyed Jalil Alavi
Published 2018-10-01

Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms

by Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Wei Chen, Khabat Khosravi, Mahdi Panahi, Baharin Bin Ahmad, Lee Saro
Published 2018-07-01

Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility

by Alireza Arabameri, Omid Asadi Nalivan, Subodh Chandra Pal, Rabin Chakrabortty, Asish Saha, Saro Lee, Biswajeet Pradhan, Dieu Tien Bui
Published 2020-09-01

Machine Learning-Based and 3D Kinematic Models for Rockfall Hazard Assessment Using LiDAR Data and GIS

by Ali Mutar Fanos, Biswajeet Pradhan, Abdullah Alamri, Chang Wook Lee
Published 2020-05-01