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Comparison of Support Vector Machine, Bayesian Logistic Regression, and Alternating Decision Tree Algorithms for Shallow Landslide Susceptibility Mapping along a Mountainous Road in the West of Iran
Viet-Ha Nhu, Danesh Zandi, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi, Hoang Nguyen, Jie Dou, Sushant K. Singh, Nadhir Al-Ansari
(2020)
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Effects of Inter-Basin Water Transfer on Water Flow Condition of Destination Basin
DieuTien Bui, Davod Talebpur Asl, Ezatollah Qanavati, Nadhir Al-Ansari, Saeed Khezri, Kamran Chapi, Binh Thai Pham, Ata Amini
(2020)
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SWPT: An automated GIS-based tool for prioritization of sub-watersheds based on morphometric and topo-hydrological factors
Omid Rahmati, Mahmood Samadi, Himan Shahabi, Ali Azareh, Elham Rafiei-Sardooi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Assefa M.Melesse, Hossein Alilou
(2019)
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A Hybrid Computational Intelligence Approach to Groundwater Spring Potential Mapping
DieuTien Bui, Ataollah Shirzadi, Kamran Chapi, Himan Shahabi, Biswajeet Pradhan, Lee Saro, Baharin Ben Ahmad, khabat khosravi, Wei Chen, Vijay P. Singh, Binh Thai Pham
(2019)
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A novel hybrid approach of Bayesian Logistic Regression and its ensembles for landslide susceptibility assessment
Mosa Abdini, Bahare Qasemyan, Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, DieuTien Bui, Baharin Ben Ahmad, Binh Thai Pham
(2019)
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Development of an Artificial Intelligence Approach for Prediction of Consolidation Coefficient of Soft Soil: A Sensitivity Analysis
Manh Duc Nguyen, Binh Thai Pham, Tran Thi Tuyen, Hoang Phan Hai Yen, Indra Prakash, DieuTien Bui, Nguyen Kim Quoc, Jie Dou, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Thanh Tien Vu
(2019)
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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
DieuTien Bui, khabat khosravi, Himan Shahabi, Prasad Daggupati, Jan Adamowski, Lee Saro, Kamran Chapi, Ataollah Shirzadi, Biswajeet Pradhan, Sepideh Bahrami, Mehrnoosh Mahmoudi, Hamidreza Pourghasemi, Binh Thai Pham, Assefa M.Melesse
(2019)
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A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods
Khabat Khosravi, Himan Shahabi, Binh Thai Pham, Jan Adamowski, Ataollah Shirzadi, Indra Prakash, Kamran Chapi, Haoyuan Hong, Huu Loc Ho, Gyula Gróf, Hai-Bang Ly, Jie Dou, Biswajeet Pradhan
(2019)
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A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)
DieuTien Bui, Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, Ebrahim Omidvar, Lee Saro, Gyula Gróf, Hosein Rahmani, Baharin Ben Ahmad, Mahdi Panahi, Biswajeet Pradhan, Hossein Khaledian, Davod Talebpur Asl, Binh Thai Pham
(2019)
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Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms
Qingfeng He, Himan Shahabi, Ataollah Shirzadi, Shaojun Li, Wei Chen, Baharin Ben Ahmad, Kamran Chapi, Xiaojing Wang, Yingtao Chen, Jianquan Ma, Huiyuan Bian, Huichan Chai, Nianqin Wang
(2019)
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Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm
DieuTien Bui, Himan Shahabi, Ebrahim Omidvar, Ataollah Shirzadi, Marten Geertsema, Lee Saro, Gyula Gróf, Hosein Rahmani, Baharin Ben Ahmad, Zahra Barati, Kamran Chapi, Binh Thai Pham, Biswajeet Pradhan, Khabat Khosravi, John J. Clague
(2019)
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Sinkhole susceptibility mapping: a comparison between Bayes-based machine learning algorithms
Kamal Taheri, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi, Francisco Gutiérrez, Khabat Khosravi
(2019)
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Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution
Ataollah Shirzadi, Karim Solimani, Mahmood HabibnejadRoshan, Ataollah Kavian, Kamran Chapi, DieuTien Bui, Baharin Ben Ahmad, Saskia Keesstra, Himan Shahabi
(2019)
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Landslide susceptibility assessment at the Wuning area, China: a comparison between multi-criteria decision making, bivariate statistical and machine learning methods
Haoyuan Hong, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Kamran Chapi, DieuTien Bui, Yingying Tian, Arastoo Yari, Majid Shadman Roodposhti, Baharin Ben Ahmad
(2019)
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Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach
Shaghayegh Miraki, Sasan Hedayati Zanganeh, Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi, Binh Thai Pham, Himan Shahabi
(2019)
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Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression
Wei Chen, Himan Shahabi, Shuai Zhang, Khabat Khosravi, Ataollah Shirzadi, Baharin Ben Ahmad, Renwei Li, Xiaojing Wang, Yingtao Chen, Jianquan Ma, Huichan Chai, Lingyu Zhang, Tingyu Zhang, Binh Thai Pham, Kamran Chapi
(2018)
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Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping
Ataollah Shirzadi, Karim solaimani, Mahmood Habibnejhad, Ataollah Kavian, Kamran Chapi, DieuTien Bui, Baharin Ben Ahmad, Anuar Ahmad, Biswajeet Pradhan, Binh Thai Pham, Khabat Khosravi, Wei Chen, Himan Shahabi
(2018)
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Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods
DieuTien Bui, Mahdi Panahi, Himan Shahabi, Vijay P. Singh, Ataollah Shirzadi, Baharin Ben Ahmad, Shaojun Li, Somayeh Panahi, Wei Chen, Khabat Khosravi, Kamran Chapi
(2018)
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A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides
DieuTien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Lee Saro, Baharin Ben Ahmad, Mahdi Panahi, Chuyen-Trung Tran, Quang-Thanh Bui, Binh Thai Pham
(2018)
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Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia
DieuTien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Mohsen Ali Zadeh, Yingying Tian, Haoyuan Hong, Mahdi Panahi, Baharin Ben Ahmad, Ayub Mohammadi, Wei Chen
(2018)
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New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling
DieuTien Bui, Khabat Khosravi, Shaojun Li, Himan Shahabi, Mahdi Panahi, Baharin Ben Ahmad, Wei Chen, Somayeh Panahi, Ataollah Shirzadi, Kamran Chapi, Vijay P. Singh
(2018)
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Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms
DieuTien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Lee Saro, Baharin Ben Ahmad, Mahdi Panahi, Khabat Khosravi
(2018)
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A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
Khabat Khosravi, Binh Thai Pham, Kamran Chapi, Ataollah Shirzadi, Himan Shahabi, DieuTien Bui, Indra Prakash, Inge Revhaug
(2018)
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A Novel Hybrid Artificial Intelligence Approach for Flood Susceptibility Assessment
Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi, Himan Shahabi, DieuTien Bui, Khabat Khosravi, Binh Thai Pham
(2017)
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A comparative study between popular statistical and machine learning methods for simulating volume of landslides
Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, DieuTien Bui, Binh Thai Pham, Baharin Ben Ahmad, Kaka Shahedi
(2017)
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ارزیابی کارایی مدل رگرسیون لجستیک در تهیه نقشه حساسیت به وقوع سیل
خه بات خسروی، ادریس معروفی نیا، ابراهیم نوحانی، کامران چپی
(1395)
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Shallow landslide susceptibility assessment using a novel hybrid intelligence approach
Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Karim solaimani, Kamran Chapi, Inge Revhaug, Himan Shahabi, Ataollah Kavian
(2017)
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ارزیابی روش شاخص آماری در تهیه نقشه حساسیت به وقوع سیل
ادریس معروفی نیا، ابراهیم نوحانی، خه بات خسروی، کامران چپی
(1395)
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دینامیک تخریب تالاب زریبار با استفاده از تصاویر ماهواره ای چندزمانه
لیلا پیشداد سلیمان آباد، علی نجفی نژاد، امیر سعدالدین، کامران چپی، حنانه محمدی کنگرانی
(1395)
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Spatial-Temporal Dynamics of Runoff Generation Areas in a Small Agricultural Watershed in Southern Ontario
Kamran Chapi, Ramesh Pall Rudra, Seyed Imran Ahmed, Alamgir Akhtar Khan, Bahram Gharabaghi, Pradip Kumar Goel, William Trevor Dickinson
(2015)
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مقایسه مدل های رگرسیون لجستیک و نسبت فراوانی در پهنه بندی خطر ریزش سنگ
عطااله شیرزادی، کریم سلیمانی، محمود حبیب نژاد روشن، کامران چپی
(1389)
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