Performance evaluation of the GIS-based data mining techniques of best-first decision tree, random forest, and naïve Bayes tree for landslide susceptibility modeling
Chen, Wei, Zhang, Shuai, Li, Renwei, Shahabi, Himan
Published in The Science of the total environment (10.12.2018)
Published in The Science of the total environment (10.12.2018)
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Journal Article
A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
Khosravi, Khabat, Pham, Binh Thai, Chapi, Kamran, Shirzadi, Ataollah, Shahabi, Himan, Revhaug, Inge, Prakash, Indra, Tien Bui, Dieu
Published in The Science of the total environment (15.06.2018)
Published in The Science of the total environment (15.06.2018)
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Journal Article
A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods
Khosravi, Khabat, Shahabi, Himan, Pham, Binh Thai, Adamowski, Jan, Shirzadi, Ataollah, Pradhan, Biswajeet, Dou, Jie, Ly, Hai-Bang, Gróf, Gyula, Ho, Huu Loc, Hong, Haoyuan, Chapi, Kamran, Prakash, Indra
Published in Journal of hydrology (Amsterdam) (01.06.2019)
Published in Journal of hydrology (Amsterdam) (01.06.2019)
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Journal Article
Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility
Chen, Wei, Panahi, Mahdi, Tsangaratos, Paraskevas, Shahabi, Himan, Ilia, Ioanna, Panahi, Somayeh, Li, Shaojun, Jaafari, Abolfazl, Ahmad, Baharin Bin
Published in Catena (Giessen) (01.01.2019)
Published in Catena (Giessen) (01.01.2019)
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Journal Article
Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping
Shirzadi, Ataollah, Soliamani, Karim, Habibnejhad, Mahmood, Kavian, Ataollah, Chapi, Kamran, Shahabi, Himan, Chen, Wei, Khosravi, Khabat, Thai Pham, Binh, Pradhan, Biswajeet, Ahmad, Anuar, Bin Ahmad, Baharin, Tien Bui, Dieu
Published in Sensors (Basel, Switzerland) (05.11.2018)
Published in Sensors (Basel, Switzerland) (05.11.2018)
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Journal Article
GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran
Lei, Xinxiang, Chen, Wei, Avand, Mohammadtaghi, Janizadeh, Saeid, Kariminejad, Narges, Shahabi, Hejar, Costache, Romulus, Shahabi, Himan, Shirzadi, Ataollah, Mosavi, Amir
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
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Journal Article
Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods
Bui, Dieu Tien, Panahi, Mahdi, Shahabi, Himan, Singh, Vijay P., Shirzadi, Ataollah, Chapi, Kamran, Khosravi, Khabat, Chen, Wei, Panahi, Somayeh, Li, Shaojun, Ahmad, Baharin Bin
Published in Scientific reports (18.10.2018)
Published in Scientific reports (18.10.2018)
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Journal Article
Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping
Wang, Guirong, Lei, Xinxiang, Chen, Wei, Shahabi, Himan, Shirzadi, Ataollah
Published in Symmetry (Basel) (01.03.2020)
Published in Symmetry (Basel) (01.03.2020)
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Journal Article
Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution
Shirzadi, Ataollah, Solaimani, Karim, Roshan, Mahmood Habibnejad, Kavian, Ataollah, Chapi, Kamran, Shahabi, Himan, Keesstra, Saskia, Ahmad, Baharin Bin, Bui, Dieu Tien
Published in Catena (Giessen) (01.07.2019)
Published in Catena (Giessen) (01.07.2019)
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Journal Article
Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms
Tien Bui, Dieu, Shahabi, Himan, Shirzadi, Ataollah, Chapi, Kamran, Pradhan, Biswajeet, Chen, Wei, Khosravi, Khabat, Panahi, Mahdi, Bin Ahmad, Baharin, Saro, Lee
Published in Sensors (Basel, Switzerland) (31.07.2018)
Published in Sensors (Basel, Switzerland) (31.07.2018)
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Journal Article
Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier
Shahabi, Himan, Shirzadi, Ataollah, Ghaderi, Kayvan, Omidvar, Ebrahim, Al-Ansari, Nadhir, Clague, John J., Geertsema, Marten, Khosravi, Khabat, Amini, Ata, Bahrami, Sepideh, Rahmati, Omid, Habibi, Kyoumars, Mohammadi, Ayub, Nguyen, Hoang, Melesse, Assefa M., Ahmad, Baharin Bin, Ahmad, Anuar
Published in Remote sensing (Basel, Switzerland) (01.01.2020)
Published in Remote sensing (Basel, Switzerland) (01.01.2020)
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Journal Article
Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model
Tien Bui, Duie, Khosravi, Khabat, Shahabi, Himan, Daggupati, Prasad, Adamowski, Jan F., M.Melesse, Assefa, Thai Pham, Binh, Pourghasemi, Hamid Reza, Mahmoudi, Mehrnoosh, Bahrami, Sepideh, Pradhan, Biswajeet, Shirzadi, Ataollah, Chapi, Kamran, Lee, Saro
Published in Remote sensing (Basel, Switzerland) (01.07.2019)
Published in Remote sensing (Basel, Switzerland) (01.07.2019)
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Journal Article
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, China
Chen, Wei, Shirzadi, Ataollah, Shahabi, Himan, Ahmad, Baharin Bin, Zhang, Shuai, Hong, Haoyuan, Zhang, Ning
Published in Geomatics, natural hazards and risk (15.12.2017)
Published in Geomatics, natural hazards and risk (15.12.2017)
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Journal Article
Groundwater Spring Potential Mapping Using Artificial Intelligence Approach Based on Kernel Logistic Regression, Random Forest, and Alternating Decision Tree Models
Chen, Wei, Li, Yang, Tsangaratos, Paraskevas, Shahabi, Himan, Ilia, Ioanna, Xue, Weifeng, Bian, Huiyuan
Published in Applied sciences (01.01.2020)
Published in Applied sciences (01.01.2020)
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Journal Article
A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)
Tien Bui, Dieu, Shirzadi, Ataollah, Shahabi, Himan, Chapi, Kamran, Omidavr, Ebrahim, Pham, Binh Thai, Talebpour Asl, Dawood, Khaledian, Hossein, Pradhan, Biswajeet, Panahi, Mahdi, Bin Ahmad, Baharin, Rahmani, Hosein, Gróf, Gyula, Lee, Saro
Published in Sensors (Basel, Switzerland) (29.05.2019)
Published in Sensors (Basel, Switzerland) (29.05.2019)
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Journal Article
Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms
Nhu, Viet-Ha, Shirzadi, Ataollah, Shahabi, Himan, Singh, Sushant K, Al-Ansari, Nadhir, Clague, John J, Jaafari, Abolfazl, Chen, Wei, Miraki, Shaghayegh, Dou, Jie, Luu, Chinh, Górski, Krzysztof, Thai Pham, Binh, Nguyen, Huu Duy, Ahmad, Baharin Bin
Published in International journal of environmental research and public health (16.04.2020)
Published in International journal of environmental research and public health (16.04.2020)
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Journal Article
Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia
Tien Bui, Dieu, Shahabi, Himan, Shirzadi, Ataollah, Chapi, Kamran, Alizadeh, Mohsen, Chen, Wei, Mohammadi, Ayub, Ahmad, Baharin, Panahi, Mahdi, Hong, Haoyuan, Tian, Yingying
Published in Remote sensing (Basel, Switzerland) (01.10.2018)
Published in Remote sensing (Basel, Switzerland) (01.10.2018)
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Journal Article
Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms
Ghayour, Laleh, Neshat, Aminreza, Paryani, Sina, Shahabi, Himan, Shirzadi, Ataollah, Chen, Wei, Al-Ansari, Nadhir, Geertsema, Marten, Pourmehdi Amiri, Mehdi, Gholamnia, Mehdi, Dou, Jie, Ahmad, Anuar
Published in Remote sensing (Basel, Switzerland) (01.04.2021)
Published in Remote sensing (Basel, Switzerland) (01.04.2021)
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