Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping

by Guirong Wang, Xinxiang Lei, Wei Chen, Himan Shahabi, Ataollah Shirzadi
Published 2020-02-01

Performance Evaluation and Comparison of Bivariate Statistical-Based Artificial Intelligence Algorithms for Spatial Prediction of Landslides

by Wei Chen, Zenghui Sun, Xia Zhao, Xinxiang Lei, Ataollah Shirzadi, Himan Shahabi
Published 2020-11-01

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

Deep learning neural networks for spatially explicit prediction of flash flood probability

by Mahdi Panahi, Abolfazl Jaafari, Ataollah Shirzadi, Himan Shahabi, Omid Rahmati, Ebrahim Omidvar, Saro Lee, Dieu Tien Bui
Published 2021-05-01

GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran

by Xinxiang Lei, Wei Chen, Mohammadtaghi Avand, Saeid Janizadeh, Narges Kariminejad, Hejar Shahabi, Romulus Costache, Himan Shahabi, Ataollah Shirzadi, Amir Mosavi
Published 2020-08-01

Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms

by Viet-Ha Nhu, Himan Shahabi, Ebrahim Nohani, Ataollah Shirzadi, Nadhir Al-Ansari, Sepideh Bahrami, Shaghayegh Miraki, Marten Geertsema, Hoang Nguyen
Published 2020-07-01

Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping

by Amirhosein Mosavi, Ataollah Shirzadi, Bahram Choubin, Fereshteh Taromideh, Farzaneh Sajedi Hosseini, Moslem Borji, Himan Shahabi, Aryan Salvati, Adrienn A. Dineva
Published 2020-01-01

Comparison of Support Vector Machine, Bayesian Logistic Regression, and Alternating Decision Tree Algorithms for Shallow Landslide Susceptibility Mapping along a Mountainous Road i...

by Viet-Ha Nhu, Danesh Zandi, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi, Nadhir Al-Ansari, Sushant K. Singh, Jie Dou, Hoang Nguyen
Published 2020-07-01

Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm

by Himan Shahabi, Ataollah Shirzadi, Somayeh Ronoud, Shahrokh Asadi, Binh Thai Pham, Fatemeh Mansouripour, Marten Geertsema, John J. Clague, Dieu Tien Bui
Published 2021-05-01

SWPT: An automated GIS-based tool for prioritization of sub-watersheds based on morphometric and topo-hydrological factors

by Omid Rahmati, Mahmood Samadi, Himan Shahabi, Ali Azareh, Elham Rafiei-Sardooi, Hossein Alilou, Assefa M. Melesse, Biswajeet Pradhan, Kamran Chapi, Ataollah Shirzadi
Published 2019-11-01

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

Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms

by Laleh Ghayour, Aminreza Neshat, Sina Paryani, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Nadhir Al-Ansari, Marten Geertsema, Mehdi Pourmehdi Amiri, Mehdi Gholamnia, Jie Dou, Anuar Ahmad
Published 2021-04-01