A novel hybrid artificial intelligence approach based on the rotation forest ensemble and naïve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, C...

by Wei Chen, Ataollah Shirzadi, Himan Shahabi, Baharin Bin Ahmad, Shuai Zhang, Haoyuan Hong, Ning Zhang
Published 2017-12-01

Social Vulnerability Assessment Using Artificial Neural Network (ANN) Model for Earthquake Hazard in Tabriz City, Iran

by Mohsen Alizadeh, Esmaeil Alizadeh, Sara Asadollahpour Kotenaee, Himan Shahabi, Amin Beiranvand Pour, Mahdi Panahi, Baharin Bin Ahmad, Lee Saro
Published 2018-09-01

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

Mapping of Groundwater Spring Potential in Karst Aquifer System Using Novel Ensemble Bivariate and Multivariate Models

by Viet-Ha Nhu, Omid Rahmati, Fatemeh Falah, Saeed Shojaei, Nadhir Al-Ansari, Himan Shahabi, Ataollah Shirzadi, Krzysztof Górski, Hoang Nguyen, Baharin Bin Ahmad
Published 2020-03-01

Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment

by Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Baharin Bin Ahmad, Nadhir Al-Ansari, Ataollah Shirzadi, John J. Clague, Abolfazl Jaafari, Wei Chen, Hoang Nguyen
Published 2020-07-01

Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia

by Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Mohsen Alizadeh, Wei Chen, Ayub Mohammadi, Baharin Bin Ahmad, Mahdi Panahi, Haoyuan Hong, Yingying Tian
Published 2018-09-01

New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling

by Dieu Tien Bui, Khabat Khosravi, Shaojun Li, Himan Shahabi, Mahdi Panahi, Vijay P. Singh, Kamran Chapi, Ataollah Shirzadi, Somayeh Panahi, Wei Chen, Baharin Bin Ahmad
Published 2018-09-01

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

Author Correction: Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods

by Dieu Tien Bui, Mahdi Panahi, Himan Shahabi, Vijay P. Singh, Ataollah Shirzadi, Kamran Chapi, Khabat Khosravi, Wei Chen, Somayeh Panahi, Shaojun Li, Baharin Bin Ahmad
Published 2021-07-01

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

Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM⁺ Images

by Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Baharin Bin Ahmad, Wei Chen, ‎Masood Khodadadi, Mehdi Ahmadi, Khabat Khosravi, Abolfazl Jaafari, Hoang Nguyen
Published 2020-06-01

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

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

Landslide Detection and Susceptibility Modeling on Cameron Highlands (Malaysia): A Comparison between Random Forest, Logistic Regression and Logistic Model Tree Algorithms

by Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Baharin Bin Ahmad, Nadhir Al-Ansari, Ataollah Shirzadi, Marten Geertsema, Victoria R. R. Kress, Sadra Karimzadeh, Khalil ‎Valizadeh Kamran, Wei Chen, Hoang Nguyen
Published 2020-07-01

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

Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and its Ensembles in a Semi-Arid Region of Iran

by Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Wei Chen, John J Clague, Marten Geertsema, Abolfazl Jaafari, Mohammadtaghi Avand, Shaghayegh Miraki, Davood Talebpour Asl, Binh Thai Pham, Baharin Bin Ahmad, Saro Lee
Published 2020-04-01

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

Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression

by Wei Chen, Himan Shahabi, Shuai Zhang, Khabat Khosravi, Ataollah Shirzadi, Kamran Chapi, Binh Thai Pham, Tingyu Zhang, Lingyu Zhang, Huichan Chai, Jianquan Ma, Yingtao Chen, Xiaojing Wang, Renwei Li, Baharin Bin Ahmad
Published 2018-12-01