Groundwater Potential Mapping Combining Artificial Neural Network and Real AdaBoost Ensemble Technique: The DakNong Province Case-study, Vietnam

by Phong Tung Nguyen, Duong Hai Ha, Abolfazl Jaafari, Huu Duy Nguyen, Tran Van Phong, Nadhir Al-Ansari, Indra Prakash, Hiep Van Le, Binh Thai Pham
Published 2020-04-01

Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

by Binh Thai Pham, Ataollah Shirzadi, Himan Shahabi, Ebrahim Omidvar, Sushant K. Singh, Mehebub Sahana, Dawood Talebpour Asl, Baharin Bin Ahmad, Nguyen Kim Quoc, Saro Lee
Published 2019-08-01

Landslide Susceptibility Mapping Using Single Machine Learning Models: A Case Study from Pithoragarh District, India

by Trinh Quoc Ngo, Nguyen Duc Dam, Nadhir Al-Ansari, Mahdis Amiri, Tran Van Phong, Indra Prakash, Hiep Van Le, Hanh Bich Thi Nguyen, Binh Thai Pham
Published 2021-01-01

A Hybrid Intelligence Approach to Enhance the Prediction Accuracy of Local Scour Depth at Complex Bridge Piers

by Dieu Tien Bui, Ataollah Shirzadi, Ata Amini, Himan Shahabi, Nadhir Al-Ansari, Shahriar Hamidi, Sushant K. Singh, Binh Thai Pham, Baharin Bin Ahmad, Pezhman Taherei Ghazvinei
Published 2020-02-01

A Hybrid Computational Intelligence Approach to Groundwater Spring Potential Mapping

by Dieu Tien Bui, Ataollah Shirzadi, Kamran Chapi, Himan Shahabi, Biswajeet Pradhan, Binh Thai Pham, Vijay P. Singh, Wei Chen, Khabat Khosravi, Baharin Bin Ahmad, Saro Lee
Published 2019-09-01

Exploring novel hybrid soft computing models for landslide susceptibility mapping in Son La hydropower reservoir basin

by Nguyen Van Dung, Nguyen Hieu, Tran Van Phong, Mahdis Amiri, Romulus Costache, Nadhir Al-Ansari, Indra Prakash, Hiep Van Le, Hanh Bich Thi Nguyen, Binh Thai Pham
Published 2021-01-01

Adaptive Network Based Fuzzy Inference System with Meta-Heuristic Optimizations for International Roughness Index Prediction

by Hoang-Long Nguyen, Binh Thai Pham, Le Hoang Son, Nguyen Trung Thang, Hai-Bang Ly, Tien-Thinh Le, Lanh Si Ho, Thanh-Hai Le, Dieu Tien Bui
Published 2019-11-01

New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed

by Dieu Tien Bui, Ataollah Shirzadi, Himan Shahabi, Marten Geertsema, Ebrahim Omidvar, John J. Clague, Binh Thai Pham, Jie Dou, Dawood Talebpour Asl, Baharin Bin Ahmad, Saro Lee
Published 2019-08-01

Hybrid Artificial Intelligence Approaches for Predicting Critical Buckling Load of Structural Members under Compression Considering the Influence of Initial Geometric Imperfections

by Hai-Bang Ly, Lu Minh Le, Huan Thanh Duong, Thong Chung Nguyen, Tuan Anh Pham, Tien-Thinh Le, Vuong Minh Le, Long Nguyen-Ngoc, Binh Thai Pham
Published 2019-05-01

Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques

by Binh Thai Pham, Abolfazl Jaafari, Tran Van Phong, Hoang Phan Hai Yen, Tran Thi Tuyen, Vu Van Luong, Huu Duy Nguyen, Hiep Van Le, Loke Kok Foong
Published 2021-05-01

A Novel Hybrid Soft Computing Model Using Random Forest and Particle Swarm Optimization for Estimation of Undrained Shear Strength of Soil

by Binh Thai Pham, Chongchong Qi, Lanh Si Ho, Trung Nguyen-Thoi, Nadhir Al-Ansari, Manh Duc Nguyen, Huu Duy Nguyen, Hai-Bang Ly, Hiep Van Le, Indra Prakash
Published 2020-03-01

A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides

by Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahamd, Lee Saro
Published 2018-09-01

Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling

by Vu Viet Nguyen, Binh Thai Pham, Ba Thao Vu, Indra Prakash, Sudan Jha, Himan Shahabi, Ataollah Shirzadi, Dong Nguyen Ba, Raghvendra Kumar, Jyotir Moy Chatterjee, Dieu Tien Bui
Published 2019-02-01

Locally weighted learning based hybrid intelligence models for groundwater potential mapping and modeling: A case study at Gia Lai province, Vietnam

by Hoang Phan Hai Yen, Binh Thai Pham, Tran Van Phong, Duong Hai Ha, Romulus Costache, Hiep Van Le, Huu Duy Nguyen, Mahdis Amiri, Nguyen Van Tao, Indra Prakash
Published 2021-09-01

Improvement of Credal Decision Trees Using Ensemble Frameworks for Groundwater Potential Modeling

by Phong Tung Nguyen, Duong Hai Ha, Huu Duy Nguyen, Tran Van Phong, Phan Trong Trinh, Nadhir Al-Ansari, Hiep Van Le, Binh Thai Pham, Lanh Si Ho, Indra Prakash
Published 2020-03-01

Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping

by Ataollah Shirzadi, Karim Soliamani, Mahmood Habibnejhad, Ataollah Kavian, Kamran Chapi, Himan Shahabi, Wei Chen, Khabat Khosravi, Binh Thai Pham, Biswajeet Pradhan, Anuar Ahmad, Baharin Bin Ahmad, Dieu Tien Bui
Published 2018-11-01

Erratum: Dieu, T.B. et al. A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides. Remote...

by Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahmad, Lee Saro
Published 2018-12-01

SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment

by Saro Lee, Mahdi Panahi, Hamid Reza Pourghasemi, Himan Shahabi, Mohsen Alizadeh, Ataollah Shirzadi, Khabat Khosravi, Assefa M. Melesse, Mohamad Yekrangnia, Fatemeh Rezaie, Hamidreza Moeini, Binh Thai Pham, Baharin Bin Ahmad
Published 2019-08-01

GIS Based Hybrid Computational Approaches for Flash Flood Susceptibility Assessment

by Binh Thai Pham, Mohammadtaghi Avand, Saeid Janizadeh, Tran Van Phong, Nadhir Al-Ansari, Lanh Si Ho, Sumit Das, Hiep Van Le, Ata Amini, Saeid Khosrobeigi Bozchaloei, Faeze Jafari, Indra Prakash
Published 2020-03-01