Fuzzy Shannon Entropy: A Hybrid GIS-Based Landslide Susceptibility Mapping Method. - Majid Shadman Roodposhti; Jagannath Aryal; Himan Shahabi; Taher Safarrad (Entropy, 2016)

A novel hybrid artificial intelligence approach for flood susceptibility assessment. - Kamran Chapi; Vijay P. Singh; Ataollah Shirzadi; Himan Shahabi; Dieu Tien Bui; Binh Thai Pham; Khabat Khosravi (Environ. Model. Softw., 2017)

Hybrid Integration Approach of Entropy with Logistic Regression and Support Vector Machine for Landslide Susceptibility Modeling. - Tingyu Zhang; Ling Han; Wei Chen 051; Himan Shahabi (Entropy, 2018)

Multi-Criteria Decision Making (MCDM) Model for Seismic Vulnerability Assessment (SVA) of Urban Residential Buildings. - Mohsen Alizadeh; Mazlan Hashim; Esmaeil Alizadeh; Himan Shahabi; Mohammad Reza Karami; Amin Beiranvand Pour; Biswajeet Pradhan; Hassan Zabihi (ISPRS Int. J. Geo Inf., 2018)

Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia. - Dieu Tien Bui; Himan Shahabi; Ataollah Shirzadi; Kamran Chapi; Mohsen Alizadeh; Wei Chen 051; Ayub Mohammadi; Baharin Bin Ahmad; Mahdi Panahi; Haoyuan Hong; Yingying Tian (Remote. Sens., 2018)

A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides. - Dieu Tien Bui; Himan Shahabi; Ataollah Shirzadi; Kamran Chapi; Nhat-Duc Hoang; Binh Thai Pham; Quang-Thanh Bui; Chuyen-Trung Tran; Mahdi Panahi; Baharin Bin Ahmad; Saro Lee (Remote. Sens., 2018)

Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms. - Dieu Tien Bui; Himan Shahabi; Ataollah Shirzadi; Kamran Chapi; Biswajeet Pradhan; Wei Chen 051; Khabat Khosravi; Mahdi Panahi; Baharin Bin Ahmad; Saro Lee (Sensors, 2018)

Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping. - Ataollah Shirzadi; Karim Soliamani; Mahmood Habibnejhad; Ataollah Kavian; Kamran Chapi; Himan Shahabi; Wei Chen 051; Khabat Khosravi; Binh Thai Pham; Biswajeet Pradhan; Anuar Ahmad; Baharin Bin Ahmad; et al. (Sensors, 2018)

Big data in Geohazard; pattern mining and large scale analysis of landslides in Iran. - Hossein Shafizadeh-Moghadam; Masoud Minaei; Himan Shahabi; Julian Hagenauer (Earth Sci. Informatics, 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. - Dieu Tien Bui; Khabat Khosravi; Himan Shahabi; Prasad Daggupati; Jan Franklin Adamowski; Assefa M. Melesse; Binh Thai Pham; Hamid Reza Pourghasemi; Mehrnoosh Mahmoudi; Sepideh Bahrami; Biswajeet Pradhan; Ataollah Shirzadi; et al. (Remote. Sens., 2019)

Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm. - Dieu Tien Bui; Himan Shahabi; Ebrahim Omidvar; Ataollah Shirzadi; Marten Geertsema; John J. Clague; Khabat Khosravi; Biswajeet Pradhan; Binh Thai Pham; Kamran Chapi; Zahra Barati; Baharin Bin Ahmad; et al. (Remote. Sens., 2019)

Erratum: Dieu, T.B. et al. A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides. Remote Sens. 2018, 10, 1538. - Dieu Tien Bui; Himan Shahabi; Ataollah Shirzadi; Kamran Chapi; Nhat-Duc Hoang; Binh Thai Pham; Quang-Thanh Bui; Chuyen-Trung Tran; Mahdi Panahi; Baharin Bin Ahmad; Saro Lee (Remote. Sens., 2019)

A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran). - Dieu Tien Bui; Ataollah Shirzadi; Himan Shahabi; Kamran Chapi; Ebrahim Omidvar; Binh Thai Pham; Dawood Talebpour Asl; Hossein Khaledian; Biswajeet Pradhan; Mahdi Panahi; Baharin Bin Ahmad; Hosein Rahmani; et al. (Sensors, 2019)

Evaluating Water Level Changes at Different Tidal Phases Using UAV Photogrammetry and GNSS Vertical Data. - Norhafizi Mohamad; Mohd Faisal Abdul Khanan; Anuar Ahmad; Ami Hassan Md Din; Himan Shahabi (Sensors, 2019)

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; Moslem Borji; Himan Shahabi; Aryan Salvati; Adrienn Dineva (IEEE Access, 2020)

Flood Detection and Susceptibility Mapping Using Sentinel-1 Time Series, Alternating Decision Trees, and Bag-ADTree Models. - Ayub Mohammadi; Khalil Valizadeh Kamran; Sadra Karimzadeh; Himan Shahabi; Nadhir Al-Ansari (Complex., 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; Khabat Khosravi; Binh Thai Pham; Baharin Bin Ahmad; Dieu Tien Bui (Eng. Appl. Artif. Intell., 2020)

Performance Evaluation and Comparison of Bivariate Statistical-Based Artificial Intelligence Algorithms for Spatial Prediction of Landslides. - Wei Chen 051; Zenghui Sun; Xia Zhao; Xinxiang Lei; Ataollah Shirzadi; Himan Shahabi (ISPRS Int. J. Geo Inf., 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; Sepideh Bahrami; Shaghayegh Miraki; Marten Geertsema; Hoang Nguyen 001 (ISPRS Int. J. Geo Inf., 2020)

GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran. - Xinxiang Lei; Wei Chen 051; Mohammadtaghi Avand; Saeid Janizadeh; Narges Kariminejad; Hejar Shahabi; Romulus Costache; Himan Shahabi; Ataollah Shirzadi; Amir Mosavi (Remote. Sens., 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; John J. Clague; Marten Geertsema; Khabat Khosravi; Ata Amini; Sepideh Bahrami; Omid Rahmati; Kyoumars Habibi; et al. (Remote. Sens., 2020)

A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models. - Ayub Mohammadi; Sadra Karimzadeh; Shazad Jamal Jalal; Khalil Valizadeh Kamran; Himan Shahabi; Saeid Homayouni; Nadhir Al-Ansari (Sensors, 2020)

Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping. - Guirong Wang; Xinxiang Lei; Wei Chen 051; Himan Shahabi; Ataollah Shirzadi (Symmetry, 2020)

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; Sina Paryani; Himan Shahabi; Ataollah Shirzadi; Wei Chen 051; Nadhir Al-Ansari; Marten Geertsema; Mehdi Pourmehdi Amiri; Mehdi Gholamnia; Jie Dou; Anuar Ahmad (Remote. Sens., 2021)

Assessment of DSM Based on Radiometric Transformation of UAV Data. - Muhammad Hamid Chaudhry; Anuar Ahmad; Qudsia Gulzar; Muhammad Shahid Farid; Himan Shahabi; Nadhir Al-Ansari (Sensors, 2021)

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; Ataollah Shirzadi; Saro Lee; Dieu Tien Bui; Biswajeet Pradhan (Appl. Soft Comput., 2022)

A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran. - Bahareh Ghasemian; Himan Shahabi; Ataollah Shirzadi; Nadhir Al-Ansari; Abolfazl Jaafari; Victoria R. Kress; Marten Geertsema; Somayeh Renoud; Anuar Ahmad (Sensors, 2022)

Kinematic Analysis of Small and Slow-Moving Landslides Using Pleiades-1 Satellite Data. - Etim Eyo; Mazlan Hashim; Mohd Nadzri Md. Reba; Temel Bayrak; Himan Shahabi (IEEE Access, 2023)

Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms. - Himan Shahabi; Reza Ahmadi; Mohsen Alizadeh; Mazlan Hashim; Nadhir Al-Ansari; Ataollah Shirzadi; Isabelle D. Wolf; Effi Helmy Ariffin (Remote. Sens., 2023)

A comprehensive investigation of the causes of drying and increasing saline dust in the Urmia Lake, northwest Iran, via ground and satellite observations, synoptic analysis and machine learning models. - Nasim Hossein Hamzeh; Karim Shukurov; Kaveh Mohammadpour; Dimitris G. Kaskaoutis; Abbas Ranjbar Saadatabadi; Himan Shahabi (Ecol. Informatics, 2023)

Assessment and Modeling of Green Roof System Hydrological Effectiveness in Runoff Control: A Case Study in Dublin. - Mehdi Gholamnia; Payam Sajadi; Salman Khan 008; Srikanta Sannigrahi; Saman Ghaffarian; Himan Shahabi; Francesco Pilla (IEEE Access, 2024)

Reconstructing daytime and nighttime MODIS land surface temperature in desert areas using multi-channel singular spectrum analysis. - Fahime Arabi Aliabad; Mohammad Zare; Hamid Reza Ghafarian Malamiri; Amanehalsadat Pouriyeh; Himan Shahabi; Ebrahim Ghaderpour; Paolo Mazzanti (Ecol. Informatics, 2024)

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 (Ecol. Informatics, 2025)