2025/12/5
فارسی
Ataollah Shirzadi

Ataollah Shirzadi

Academic rank: Assistant Professor
ORCID: https://orcid.org/0000-0003-1666-1180 View this author’s ORCID profile
Education: PhD.
H-Index:
Faculty: Faculty of Natural Resources
ScholarId:
E-mail: a.shirzadi [at] uok.ac.ir
ScopusId: View
Phone: 087-33664600-8
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Courses

Bachelor Of Science
Master Of Science

Research activities

Journal Papers
A novel hybrid machine learning approach for δ13C spatial prediction in polish hard-water lakes Himan Shahabi, Ataollah Shirzadi, Alicja Ustrzycka, Natalia Piotrowska, Janusz Filipiak, Marzieh Hajizadeh Tahan (2025)
Urban flood susceptibility mapping using deep and machine learning algorithms as a management tool: A case study of Sanandaj City, Iran Ataollah Shirzadi, ARYAN SALVATI, Marzieh Hajizadeh Tahan, Himan Shahabi, Ehsan Jafari Nodoushan, Johannes Glodny, Mazlan Hashima, Mohsen Ramezani (2025)
A comparison between different machine learning techniques for predicting heating energy consumption for residential buildings in a cold climate Salah Vaisi, Navid Ahmadi, Ataollah Shirzadi, Bakhtiar Bahrami, Himan Shahabi, Mohammadjavad Mahdavinejad (2025)
Simulation of Scouring Behind Coastal Walls by Lagrangian Method Using the (I) Rheology Model (1403)
Water Infiltration into Soil on Different Parts of a Slope during Different Seasons (1403)
Developing a Semi-Supervised Strategy in Time Series Mapping of Wetland Covers: A Case Study of Zrebar Wetland, Iran Himan Shahabi, Mehdi Gholamnia, Jahanbakhsh Mohammadi, Sina Paryani, Aminreza Neshat, John J. Clague, Farzad Malakyar, Ronak Ghanbari, Shamsuddin Shahid, Ataollah Shirzadi (2024)
Urban flood susceptibility prediction using a Fuzzy-Delphi hybrid model in Sanandaj City (1403)
A systematic review of Muskingum flood routing techniques ARYAN SALVATI, Alireza Moghaddam Nia, Ali Salajegheh, Ataollah Shirzadi, Himan Shahabi, John J. Clague, Han Dawei, Ebrahim Ahmadisharaf (2024)
Improving the performance of artificial intelligence models using the rotation forest technique for landslide susceptibility mapping Hen Shen, Faming Huang, Xian Fan, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Xui Zhao, Cui Peng, Diue Wang (2023)
Performance improvement of the linear muskingum flood routing model using optimization algorithms and data assimilation approaches ARYAN SALVATI, Alireza Moghaddam Nia, Ali Salajegheh, Parham Moradi, Yazdan Batmani, John J. Clague, Junichi Ueno, Akbar Sheikh‑Akbari, Himan Shahabi, Ataollah Shirzadi, Shahabeddin Najafi (2023)
Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms Himan Shahabi, Reza Ahmadi, Mohsen Ali Zadeh, Mazlan Hashima, Nadhir Al-Ansari, Effi Helmy Ariffin, Isabelle D. Wolf, Ataollah Shirzadi (2023)
Spatial Prediction of Landslides Using Hybrid Multi-Criteria Decision-Making Methods: A Case Study of the Saqqez-Marivan Mountain Road in Iran Rahim Tavakoloifar, Himan Shahabi, Mohsen Ali Zadeh, Sayed M. Bateni, Mazlan Hashima, Saman Shojae Chaeikar, Isabelle D. Wolf, Effi Helmy Ariffin, Ataollah Shirzadi (2023)
Rangeland species potential mapping using machine learning algorithms Behzad Sharifipour, Bahram Gholinejad Bodagh, Ataollah Shirzadi, Himan Shahabi, Nadhir Al-Ansari, John J. Clague, Fatemeh Mansouripour, Asghar Farajollahi (2023)
Prediction of Gully Erosion Susceptibility and Its Hazards in Kloche Bijar Watershed Using Spatial Predictive Models (1401)
Application of a Novel Hybrid Machine Learning Algorithm in Shallow Landslide Susceptibility Mapping in a Mountainous Area Bahare Qasemyan, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Anuar Ahmad, Sushant K. Singh, Assefa M.Melesse, Marten Geertsema (2022)
Towards robust smart data-driven soil erodibility index prediction under different scenarios Ataollah Shirzadi, Himan Shahabi, Kamal Nabiollahi, Anuar Ahmad, Fariba golmohamadi, Sushant K. Singh, John J. Clague (2022)
Predicting sustainable arsenic mitigation using machine learning techniques Sushant K. Singh, Robert W.Taylor, Biswajeet Pradhan, Ataollah Shirzadi, Binh Thai Pham (2022)
A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran Bahare Qasemyan, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Anuar Ahmad, Somayeh Ronoud, Marten Geertsema, Victoria R. Kress (2022)
Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides Abolfazl Jaafari, Mahdi Panahi, Davood Mafi-Gholami, Omid Rahmati, Himan Shahabi, Biswajeet Pradhan, DieuTien Bui, Lee Saro, Ataollah Shirzadi (2022)
A comparison study on the quantitative statistical methods for spatial prediction of shallow landslides (case study: Yozidar-Degaga Route in Kurdistan Province, Iran) Mitra Asadi, Leila Goli Mokhtari, Ataollah Shirzadi, Himan Shahabi, Shahram Bahrami (2022)
Landslide susceptibility modeling based on remote sensing data and data mining techniques Xiaojing Wang, Faming Huang, Xuanmei Fan, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Xinxiang Lei, Xiongde Ma, Huiyuan Bian (2022)
Efficiency of artificial neural networks in determining scour depth at composite bridge piers Ata Amini, Shahriar Hamidi, Ataollah Shirzadi, Javad Behmanesh, Shatirah Akib (2021)
Deep learning neural networks for spatially explicit prediction of flash flood probability Mahdi Panahi, Abolfazl Jaafari, Ataollah Shirzadi, Himan Shahabi, Omid Rahmati, DieuTien Bui, Lee Saro, Ebrahim Omidvar (2021)
Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm Himan Shahabi, Ataollah Shirzadi, Somayeh Ronoud, Shahrokh Asadi, Binh Thai Pham, DieuTien Bui, John J. Clague, Marten Geertsema, Fatemeh Mansouripour (2021)
Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms Laleh Ghayour, Aminreza Neshat, Sin Paryani, Himan Shahabi, Ataollah Shirzadi, Anuar Ahmad, Jie Dou, Mehdi Gholamnia, Mehdi Pourmehdi Amiri, Marten Geertsema, Nadhir Al-Ansari, Wei Chen (2021)
Can deep learning algorithms outperform benchmark machine learning algorithms in flood susceptibility modeling? Binh Thai Pham, Chinh Luu, Tran Van Phong, Phan Trong Trinh, Ataollah Shirzadi, John J. Clague, Jason von Meding, Hiep Van Le, Shahrokh Asadi, Somayeh Ronoud (2021)
Performance Evaluation and Comparison of Bivariate Statistical-Based Artificial Intelligence Algorithms for Spatial Prediction of Landslides Wei Chen, Zenghui Sun, Xia Zhao, Xinxiang Lei, Ataollah Shirzadi, Himan Shahabi (2020)
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping Ataollah Shirzadi, Shahrokh Asadi, Himan Shahabi, Somayeh Ronoud, John J. Clague, DieuTien Bui, Baharin Ben Ahmad, Binh Thai Pham, khabat khosravi (2020)
A novel hybrid approach of landslide susceptibility modelling using rotation forest ensemble and different base classifiers Binh Thai Pham, Indra Prakash, Jie Dou, Sushant K. Singh, Phan Trang Trinh, DieuTien Bui, Ataollah Shirzadi, Dang Kim Khoi, Tran Van Phong, Tu Minh Le, Hieu Trung Tran (2020)
Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping AMIRHOSEIN MOSAVI, Ataollah Shirzadi, Bahram Choubin, FERESHTEH TAROMIDEH, Farzaneh Sajedi-Hosseini, ADRIENN A. DINEVA, ARYAN SALVATI, Himan Shahabi, MOSLEM BORJI (2020)
GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran Xinxiang Lei, Wei Chen, Mohammadtaghi Avand, Saeid Janizadeh, Narges Kariminejad, Amir Mosavi, Ataollah Shirzadi, Himan Shahabi, Romulus Costache, Hejar Shahabi (2020)
Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms Viet-Ha Nhu, Himan Shahabi, Ebrahim Nohani, Ataollah Shirzadi, Nadhir Al-Ansari, Hoang Nguyen, Marten Geertsema, Shaghayegh Miraki, Sepideh Bahrami (2020)
Landslide Detection and Susceptibility Modeling on Cameron Highlands (Malaysia): A Comparison between Random Forest, Logistic Regression and Logistic Model Tree Algorithms Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Baharin Ben Ahmad, Nadhir Al-Ansari, Hoang Nguyen, Wei Chen, Khalil Valizadeh Kamran, Sadra Karimzadeh, Victoria R. Kress, Marten Geertsema, Ataollah Shirzadi (2020)
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)
Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Baharin Ben Ahmad, Nadhir Al-Ansari, Hoang Nguyen, Wei Chen, Abolfazl Jaafari, John J. Clague, Ataollah Shirzadi (2020)
Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM+ Images Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Hoang Nguyen, Abolfazl Jaafari, khabat khosravi, Mehdi Ahmadi, Masood Khodadadi, Wei Chen, Baharin Ben Ahmad (2020)
Different sampling strategies for predicting landslide susceptibilities are deemed less consequential with deep learning Jie Dou, Ali Yunus, Abdelaziz Merghadi, Ataollah Shirzadi, Hoang Nguyen, Hiromitsu Yamagish, Binh Thai Pham, Yulong Chen, Ram Avtar, Yawar Hussain (2020)
Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Sushant K. Singh, Nadhir Al-Ansari, Baharin Ben Ahmad, Huu Duy Nguyen, Binh Thai Pham, Krzysztof Górski, Chinh Luu, Jie Dou, Shaghayegh Miraki, Wei Chen, Abolfazl Jaafari, John J. Clague (2020)
Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Wei Chen, John J. Clague, Lee Saro, Baharin Ben Ahmad, Binh Thai Pham, Davod Talebpur Asl, Shaghayegh Miraki, Mohammadtaghi Avand, Abolfazl Jaafari, Marten Geertsema (2020)
Mapping of Groundwater Spring Potential in Karst Aquifer System Using Novel Ensemble Bivariate and Multivariate Models Viet-Ha Nhu, Omid Rahmati, Fatemeh Falah, Saeed Shojaei, Nadhir Al-Ansari, Baharin Ben Ahmad, Hoang Nguyen, Krzysztof Górski, Ataollah Shirzadi, Himan Shahabi (2020)
GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models Viet-Ha Nhu, Saeid Janizadeh, Mohammadtaghi Avand, Wei Chen, Mohsen Farzin, Lee Saro, Baharin Ben Ahmad, Binh Thai Pham, Fatemeh Mansoorypoor, Abolfazl Jaafari, John J. Clague, Himan Shahabi, Ataollah Shirzadi, Ebrahim Omidvar (2020)
Hybridized neural fuzzy ensembles for dust source modeling and prediction Omid Rahmati, Mahdi Panahi, Seid Saeid Ghiasi, Ravinesh C. Deo, John Tiefenbacher, DieuTien Bui, Maryamsadat Mohtashamian, Davoud Davoudi Moghaddam, Hassan Khosravi, Ataollah Shirzadi, Himan Shahabi, Aiding Kornejady, Hamid Goshtasb, Ali Jahani, Biswajeet Pradhan (2020)
Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping Guirong Wang, Xinxiang Lei, Wei Chen, Himan Shahabi, Ataollah Shirzadi (2020)
A Hybrid Intelligence Approach to Enhance the Prediction Accuracy of Local Scour Depth at Complex Bridge Piers DieuTien Bui, Ataollah Shirzadi, Ata Amini, Himan Shahabi, Nadhir Al-Ansari, Pezhman Taherei Ghazvinei, Baharin Ben Ahmad, Binh Thai Pham, Sushant K. Singh, Shahriar Hamidi (2020)
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 Himan Shahabi, Ataollah Shirzadi, Kayvan Ghaderi, Ebrahim Omidvar, Nadhir Al-Ansari, Anuar Ahmad, Baharin Ben Ahmad, Assefa M.Melesse, Hoang Nguyen, Ayub Mohammadi, kyoumars Habibi, Omid Rahmati, Sepideh Bahrami, Ata Amini, khabat khosravi, Marten Geertsema, John J. Clague (2020)
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)
Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm Yi Wang, Haoyuan Hong, Wei Chen, Shaojun Li, Mahdi Panahi, Romulus Costache, Somayeh Panahi, Himan Shahabi, Ataollah Shirzadi, khabat khosravi (2019)
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)
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)
Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling Wei Chen, Himan Shahabi, Ataollah Shirzadi, Haoyuan Hong, Aykut Akgun, Shaojun Li, A-xing Zhu, Junzhi Liu, Yingying Tian (2019)
Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO) Wei Chen, Haoyuan Hong, Mahdi Panahi, Himan Shahabi, Yi Wang, Baharin Ben Ahmad, DieuTien Bui, Abolfazl Jaafari, Shaojun Li, Fatemeh Rezaie, Somayeh Panahi, khabat khosravi, Ali Asghar Alesheikh, Saeid Pirasteh, Ataollah Shirzadi (2019)
New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed DieuTien Bui, Ataollah Shirzadi, Himan Shahabi, Marten Geertsema, Ebrahim Omidvar, Lee Saro, Baharin Ben Ahmad, Davod Talebpur Asl, Jie Dou, Binh Thai Pham, John J. Clague (2019)
SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment Lee Saro, Mahdi Panahi, Hamidreza Pourghasemi, Himan Shahabi, Mohsen Ali Zadeh, Baharin Ben Ahmad, Binh Thai Pham, Hamidreza Moeini, Fatemeh Rezaie, Mohamad Yekrangnia, Assefa M.Melesse, khabat khosravi, Ataollah Shirzadi (2019)
Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms Binh Thai Pham, Ataollah Shirzadi, Himan Shahabi, Ebrahim Omidvar, Sushant K. Singh, Lee Saro, Nguyen Kim Quoc, Baharin Ben Ahmad, Davod Talebpur Asl, Mehebub Sahana (2019)
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)
Development of a Novel Hybrid Intelligence Approach for Landslide Spatial Prediction Phong Tung Nguyen, Tran Thi Tuyen, Ataollah Shirzadi, Binh Thai Pham, Himan Shahabi, DieuTien Bui, Lee Saro, Tran Thanh, Ba Thao Vu, Tran Van Phong, Indra Prakash, Hersh Entezami, Ata Amini, Ebrahim Omidvar (2019)
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)
Spatial prediction of landslide susceptibility by combining evidential belief function, logistic regression and logistic model tree Wei Chen, Xia Zhao, Himan Shahabi, Ataollah Shirzadi, khabat khosravi, Renwei Li, Baharin Ben Ahmad, Xiaojing Wang, Yingtao Chen, Jianquan Ma, Lingyu Zhang, Shuai Zhang, Huichan Chai (2019)
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)
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)
Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA) Mohammad Ahmadlou, Mohammad Karimi, Somayeh Alizadeh, Ataollah Shirzadi, Davoud Parvinnezhad, Mahdi Panahi, Himan Shahabi (2019)
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)
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)
Sinkhole susceptibility mapping: a comparison between Bayes-based machine learning algorithms Kamal Taheri, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi, Francisco Gutiérrez, Khabat Khosravi (2019)
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)
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)
Land cover change mapping using a combination of Sentinel-1 data ‎and multispectral satellite imagery: A case study of Sanandaj County, Kurdistan, Iran DieuTien Bui, Himan Shahabi, Ayub Mohammadi, Baharin Ben Ahmad, Mohamad Hidayat Bin Jamal, Anuar Ahmad, Binh Thai Pham, Hosein Rahmani, Ataollah Shirzadi, Mehdi Ahmadi, Roslli Noor Mohamed (2019)
Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling Vu Viet Nguyen, Binh Thai Pham, Ba Thao Vu, Indra Prakash, Sudan Jha, DieuTien Bui, Jyotir Moy Chatterjee, Raghvendra Kumar, Dong Nguyen Ba, Ataollah Shirzadi, Himan Shahabi (2019)
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)
Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches Binh Thai Pham, Indra Prakash, Sushant K. Singh, Ataollah Shirzadi, Himan Shahabi, DieuTien Bui, Thi-Thu-Trang Tran (2018)
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)
انگلیسی (1397)
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)
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)
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)
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)
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)
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)
Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping Hossein Shafizadeh-Moghadam, Roozbeh Valavi, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi (2018)
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)
Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution Haoyuan Hong, Mahdi Panahi, Ataollah Shirzadi, Tianwu Ma, Junzhi Liu, Nerantzis Kazakis, Ioannis Kougias, Wei Chen, A-Xing Zhu (2018)
Flood susceptibility assessment in Hengfeng area coupling adaptiveneuro-fuzzy inference system with genetic algorithm and differential evolution Haoyuan Hong, Mahdi Panahi, Ataollah Shirzadi, Tianwu Ma, Junzhi Liu, Nerantzis Kazakis, Ioannis Kougias, Wei Chen, A-xing Zhu (2018)
A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment Wei Chen, Himan Shahabi, Ataollah Shirzadi, Tao Li, Chen Guo, Baharin Ben Ahmad, Manna Xi, Mingzhe Ma, Jiarui Hui, Di Pan, Wei Li, Haoyuan Hong (2018)
A novel hybrid artificial intelligence approach based on the rotation forest ensemble and na€ ıve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, China Wei Chen, Ataollah Shirzadi, Himan Shahabi, Baharin Ben Ahmad, Shuai Zhang, Ning Zhang, Haoyuan Hong (2017)
A hybrid machine learning ensemble approach based on a Radial Basis Function neural network and Rotation Forest for landslide susceptibility modeling: A case study in the Himalayan area, India Binh Thai Pham, Ataollah Shirzadi, DieuTien Bui, Indra Prakash, M.B Dholakia (2017)
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)
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)
Rock fall susceptibility assessment along a mountainous road: an evaluation of bivariate statistic, analytical hierarchy process and frequency ratio Ataollah Shirzadi, Kamran Chapi, Himan Shahabi, Karim solaimani, Ataollah Kavian, Baharin Ben Ahmad (2017)
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)
A GIS-based logistic regression model in rock-fall susceptibility mapping along a mountainous road: Salavat Abad case study, Kurdistan, Iran Ataollah Shirzadi, Lee Saro, Oh Hyun Joo, Kamran Chapi (2012)
A comparative study of support vector machine and logistic model tree classifiers for shallow landslide susceptibility modeling Mosa Abdini, Bahare Qasemyan, Ataollah Shirzadi, DieuTien Bui (2009)
Books
مدل‌سازی داده-مبنا با استفاده از متلب؛ در مهندسی منابع آب و محیط زیست Mojtaba Shourian, Himan Shahabi, Edris Merufinia, Ataollah Shirzadi (2023)
Evaluation of Geo-hazard Induced by Zarand Earthquake in Central Iran Using Thermal Remote Sensing Data and GIS Hamid Allawerdi Asl, Himan Shahabi, Ayub Mohammadi, Ataollah Shirzadi, Wei Chen, Masood Khodadadi, Mehdi Ahmadi (2022)
Application of data mining algorithms in landslide modeling (1399)
Flood susceptibility mapping at Ningdu catchment, China using bivariate and data mining techniques khabat khosravi, Assefa M.Melesse, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Haoyuan Hong (2019)
Projects

Research interests

  • Analysis and Multiscale Modeling of Surface and Groundwater Quality
  • Uncertainty Analysis in Natural Hazard Prediction Models and Risk Management
  • Smart Systems and Data Mining for Prediction and Management of Natural Hazards
  • Water Flow and Sediment Modeling in Rivers Using Artificial Intelligence Algorithms
  • Integrated Flood Modeling in Urban and Non-Urban Watersheds
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Executive activities

  • Superintendent of Student Affairs (1402 - present)
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