A novel hybrid approach of bayesian logistic regression and its ensembles for landslide susceptibility assessment

由 Abedini, Mousa, Ghasemian, Bahareh, Shirzadi, Ataollah, Shahabi, Himan, Chapi, Kamran, Pham, Binh Thai, Ahmad, Baharin, Bui, Dieu Tien
出版 2019

Landslide susceptibility mapping in a mountainous area using machine learning algorithms

由 Shahabi, Himan, Ahmadi, Reza, Alizadeh, Mohsen, Hashim, Mazlan, Al-Ansari, Nadhir, Shirzadi, Ataollah, Wolf, Isabelle D., Ariffin, Effi Helmy
出版 2023

Uncertainties of prediction accuracy in shallow landslide modeling: sample size and raster resolution

由 Shirzadi, Ataollah, Solaimani, Karim, Roshan, Mahmood Habibnejad, Kavian, Ataollah, Chapi, Kamran, Shahabi, Himan, Keesstra, Saskia, Ahmad, Baharin, Dieu, Tien Bui
出版 2019

Application of a novel hybrid machine learning algorithm in shallow landslide susceptibility mapping in a mountainous area

由 Ghasemian, Bahareh, Shahabi, Himan, Shirzadi, Ataollah, Al-Ansari, Nadhir, Jaafari, Abolfazl, Geertsema, Marten, M. Melesse, Assefa, K. Singh, Sushant, Ahmad, Anuar
出版 2022

Spatial prediction of landslides using hybrid multi-criteria decision-making methods: a case study of the Saqqez-Marivan mountain road in Iran

由 Tavakolifar, Rahim, Shahabi, Himan, Alizadeh, Mohsen, Bateni, Sayed M., Hashim, Mazlan, Shirzadi, Ataollah, Ariffin, Effi Helmy, Wolf, Isabelle D., Chaeikar, Saman Shojae
出版 2023

Landslide detection and susceptibility mapping by airsar data using support vector machine and index of entropy models in Cameron Highlands, Malaysia

由 Dieu, Tien Bui, Shahabi, Himan, Shirzadi, Ataollah, Chapi, Kamran, Alizadeh, Mohsen, Chen, Wei, Mohammadi, Ayub, Ahmad, Baharin, Panahi, Mahdi, Hong, Haoyuan, Tian, Yingying
出版 2018

Landslide susceptibility assessment at the Wuning area, China: a comparison between multi-criteria decision making, bivariate statistical and machine learning methods

由 Hong, Haoyuan, Shahabi, Himan, Shirzadi, Ataollah, Chen, Wei, Chapi, Kamran, Ahmad, Baharin, Roodposhti, Majid Shadman, Hesar, Arastoo Yari, Tian, Yingying, Dieu, Tien Bui
出版 2019

Landslide susceptibility mapping using machine learning algorithms and remote sensing data in a tropical environment

由 Nhu, Viet Ha, Mohammadi, Ayub, Shahabi, Himan, Ahmad, Baharin, Al-Ansari, Nadhir, Shirzadi, Ataollah, Clague, John J., Jaafari, Abolfazl, Chen, Wei, Nguyen, Hoang
出版 2020

A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment

由 Chen, Wei, Shahabi, Himan, Shirzadi, Ataollah, Li, Tao, Guo, Chen, Hong, Haoyuan, Li, Wei, Pan, Di, Hui, Jiarui, Ma, Mingzhe, Xi, Manna, Ahmad, Baharin
出版 2018

New hybrids of ANFIS with several optimization algorithms for flood susceptibility modeling

由 Dieu, Tien Bui, Khosravi, Khabat, Li, Shaojun, Shahabi, Himan, Panahi, Mahdi, Singh, Vijay P., Chapi, Kamran, Shirzadi, Ataollah, Panahi, Somayeh, Chen, Wei, Ahmad, Baharin
出版 2018

Landslide susceptibility assessment by novel hybrid machine learning algorithms

由 Pham, Binh Thai, Shirzadi, Ataollah, Shahabi, Himan, Omidvar, Ebrahim, Singh, Sushant K., Sahana, Mehebub, Asl, Dawood Talebpour, Ahmad, Baharin, Quoc, Nguyen Kim, Lee, Saro
出版 2019

A hybrid computational intelligence approach to groundwater spring potential mapping

由 Bui, Dieu Tien, Shirzadi, Ataollah, Chapi, Kamran, Shahabi, Himan, Pradhan, Biswajeet, Pham, Binh Thai, Singh, Vijay P., Chen, Wei, Khosravi, Khabat, Ahmad, Baharin, Lee, Saro
出版 2019

New ensemble models for shallow landslide susceptibility modeling in a semi-arid watershed

由 Bui, Dieu Tien, Shirzadi, Ataollah, Shahabi, Himan, Geertsema, Marten, Omidvar, Ebrahim, Clague, John J., Pham, Binh Thai, Dou, Jie, Asl, Dawood Talebpour, Ahmad, Baharin, Lee, Saro
出版 2019

Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF network machine learning algorithms

由 He, Qingfeng, Shahabi, Himan, Shirzadi, Ataollah, Li, Shaojun, Chen, Wei, Wang, Nianqin, Chai, Huichan, Bian, Huiyuan, Ma, Jianquan, Chen, Yingtao, Wang, Xiaojing, Chapi, Kamran, Ahmad, Baharin
出版 2019

Spatial prediction of landslide susceptibility by combining evidential belief function, logistic regression and logistic model tree

由 Chen, Wei, Zhao, Xia, Shahabi, Himan, Shirzadi, Ataollah, Khosravi, Khabat, Chai, Huichan, Zhang, Shuai, Zhang, Lingyu, Ma, Jianquan, Chen, Yingtao, Wang, Xiaojing, Ahmad, Baharin, Li, Renwei
出版 2019

Land cover change mapping using a combination of sentinel 1 data and multispectral satellite imagery: a case study of Sanandaj county, Kurdistan, Iran

由 Dieu, Tien Bui, Shahabi, Himan, Mohammadi, Ayub, Ahmad, Baharin, Jamal, M. H., Noor Mohamed, Roslli, Ahmadi, Mehdi, Shirzadi, Ataollah, Rahmani, Hosein, Pham, Binh Thai, Ahmad, Anuar
出版 2019

Monitoring and assessment of water level fluctuations of the Lake Urmia and its environmental consequences using multitemporal landsat 7 ETM+ images

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

Performance evaluation of sentinel-2 and landsat 8 OLI data for land cover/use classification using a comparison between machine learning algorithms

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

A novel integrated approach of relevance vector machine optimized by imperialist competitive algorithm for spatial modeling of shallow landslides

由 Dieu, Tien Bui, Shahabi, Himan, Shirzadi, Ataollah, Chapi, Kamran, Nhat, Duc Hoang, Binh, Thai Pham, Quang, Thanh Bui, Chuyen, Trung Tran, Panahi, Mahdi, Ahmad, Baharin, Saro, Lee
出版 2018

SEVUCAS: A novel GIS-based machine learning software for seismic vulnerability assessment

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