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Himan Shahabi
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2020 – today
- 2024
- [j31]Fahime Arabi Aliabad, Mohammad Zare, Hamid Reza Ghafarian Malamiri, Amanehalsadat Pouriyeh, Himan Shahabi, Ebrahim Ghaderpour, Paolo Mazzanti:
Reconstructing daytime and nighttime MODIS land surface temperature in desert areas using multi-channel singular spectrum analysis. Ecol. Informatics 83: 102830 (2024) - 2023
- [j30]Etim Eyo, Mazlan Hashim, Mohd Nadzri Md. Reba, Temel Bayrak, Himan Shahabi:
Kinematic Analysis of Small and Slow-Moving Landslides Using Pleiades-1 Satellite Data. IEEE Access 11: 47979-47993 (2023) - [j29]Nasim Hossein Hamzeh, Karim Shukurov, Kaveh Mohammadpour, Dimitris G. Kaskaoutis, Abbas Ranjbar Saadatabadi, Himan Shahabi:
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. Ecol. Informatics 78: 102355 (2023) - [j28]Himan Shahabi, Reza Ahmadi, Mohsen Alizadeh, Mazlan Hashim, Nadhir Al-Ansari, Ataollah Shirzadi, Isabelle D. Wolf, Effi Helmy Ariffin:
Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms. Remote. Sens. 15(12): 3112 (2023) - 2022
- [j27]Abolfazl Jaafari, Mahdi Panahi, Davood Mafi Gholami, Omid Rahmati, Himan Shahabi, Ataollah Shirzadi, Saro Lee, Dieu Tien Bui, Biswajeet Pradhan:
Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides. Appl. Soft Comput. 116: 108254 (2022) - [j26]Bahareh Ghasemian, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Victoria R. Kress, Marten Geertsema, Somayeh Renoud, Anuar Ahmad:
A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran. Sensors 22(4): 1573 (2022) - 2021
- [j25]Laleh Ghayour, Aminreza Neshat, Sina Paryani, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Nadhir Al-Ansari, Marten Geertsema, Mehdi Pourmehdi Amiri, Mehdi Gholamnia, Jie Dou, Anuar Ahmad:
Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms. Remote. Sens. 13(7): 1349 (2021) - [j24]Muhammad Hamid Chaudhry, Anuar Ahmad, Qudsia Gulzar, Muhammad Shahid Farid, Himan Shahabi, Nadhir Al-Ansari:
Assessment of DSM Based on Radiometric Transformation of UAV Data. Sensors 21(5): 1649 (2021) - 2020
- [j23]Amirhosein Mosavi, Ataollah Shirzadi, Bahram Choubin, Fereshteh Taromideh, Farzaneh Sajedi Hosseini, Moslem Borji, Himan Shahabi, Aryan Salvati, Adrienn Dineva:
Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping. IEEE Access 8: 145968-145983 (2020) - [j22]Ayub Mohammadi, Khalil Valizadeh Kamran, Sadra Karimzadeh, Himan Shahabi, Nadhir Al-Ansari:
Flood Detection and Susceptibility Mapping Using Sentinel-1 Time Series, Alternating Decision Trees, and Bag-ADTree Models. Complex. 2020: 4271376:1-4271376:21 (2020) - [j21]Ataollah Shirzadi, Shahrokh Asadi, Himan Shahabi, Somayeh Ronoud, John J. Clague, Khabat Khosravi, Binh Thai Pham, Baharin Bin Ahmad, Dieu Tien Bui:
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping. Eng. Appl. Artif. Intell. 96: 103971 (2020) - [j20]Viet-Ha Nhu, Himan Shahabi, Ebrahim Nohani, Ataollah Shirzadi, Nadhir Al-Ansari, Sepideh Bahrami, Shaghayegh Miraki, Marten Geertsema, Hoang Nguyen:
Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms. ISPRS Int. J. Geo Inf. 9(8): 479 (2020) - [j19]Wei Chen, Zenghui Sun, Xia Zhao, Xinxiang Lei, Ataollah Shirzadi, Himan Shahabi:
Performance Evaluation and Comparison of Bivariate Statistical-Based Artificial Intelligence Algorithms for Spatial Prediction of Landslides. ISPRS Int. J. Geo Inf. 9(12): 696 (2020) - [j18]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, Ayub Mohammadi, Hoang Nguyen, Assefa M. Melesse, Baharin Bin Ahmad, Anuar Ahmad:
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. Remote. Sens. 12(2): 266 (2020) - [j17]Xinxiang Lei, Wei Chen, Mohammadtaghi Avand, Saeid Janizadeh, Narges Kariminejad, Hejar Shahabi, Romulus Costache, Himan Shahabi, Ataollah Shirzadi, Amir Mosavi:
GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran. Remote. Sens. 12(15): 2478 (2020) - [j16]Ayub Mohammadi, Sadra Karimzadeh, Shazad Jamal Jalal, Khalil Valizadeh Kamran, Himan Shahabi, Saeid Homayouni, Nadhir Al-Ansari:
A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models. Sensors 20(24): 7214 (2020) - [j15]Guirong Wang, Xinxiang Lei, Wei Chen, Himan Shahabi, Ataollah Shirzadi:
Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping. Symmetry 12(3): 325 (2020)
2010 – 2019
- 2019
- [j14]Hossein Shafizadeh-Moghadam, Masoud Minaei, Himan Shahabi, Julian Hagenauer:
Big data in Geohazard; pattern mining and large scale analysis of landslides in Iran. Earth Sci. Informatics 12(1): 1-17 (2019) - [j13]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:
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. Remote. Sens. 11(1): 57 (2019) - [j12]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, Hosein Rahmani, Gyula Gróf, Saro Lee:
Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm. Remote. Sens. 11(8): 931 (2019) - [j11]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, Kamran Chapi, Saro Lee:
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. Remote. Sens. 11(13): 1589 (2019) - [j10]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, Gyula Gróf, Saro Lee:
A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran). Sensors 19(11): 2444 (2019) - [j9]Norhafizi Mohamad, Mohd Faisal Abdul Khanan, Anuar Ahmad, Ami Hassan Md Din, Himan Shahabi:
Evaluating Water Level Changes at Different Tidal Phases Using UAV Photogrammetry and GNSS Vertical Data. Sensors 19(17): 3778 (2019) - 2018
- [j8]Tingyu Zhang, Ling Han, Wei Chen, Himan Shahabi:
Hybrid Integration Approach of Entropy with Logistic Regression and Support Vector Machine for Landslide Susceptibility Modeling. Entropy 20(11): 884 (2018) - [j7]Mohsen Alizadeh, Mazlan Hashim, Esmaeil Alizadeh, Himan Shahabi, Mohammad Reza Karami, Amin Beiranvand Pour, Biswajeet Pradhan, Hassan Zabihi:
Multi-Criteria Decision Making (MCDM) Model for Seismic Vulnerability Assessment (SVA) of Urban Residential Buildings. ISPRS Int. J. Geo Inf. 7(11): 444 (2018) - [j6]Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Mohsen Alizadeh, Wei Chen, Ayub Mohammadi, Baharin Bin Ahmad, Mahdi Panahi, Haoyuan Hong, Yingying Tian:
Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia. Remote. Sens. 10(10): 1527 (2018) - [j5]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:
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides. Remote. Sens. 10(10): 1538 (2018) - [j4]Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Wei Chen, Khabat Khosravi, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee:
Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms. Sensors 18(8): 2464 (2018) - [j3]Ataollah Shirzadi, Karim Soliamani, Mahmood Habibnejhad, Ataollah Kavian, Kamran Chapi, Himan Shahabi, Wei Chen, Khabat Khosravi, Binh Thai Pham, Biswajeet Pradhan, Anuar Ahmad, Baharin Bin Ahmad, Dieu Tien Bui:
Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping. Sensors 18(11): 3777 (2018) - 2017
- [j2]Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi, Himan Shahabi, Dieu Tien Bui, Binh Thai Pham, Khabat Khosravi:
A novel hybrid artificial intelligence approach for flood susceptibility assessment. Environ. Model. Softw. 95: 229-245 (2017) - 2016
- [j1]Majid Shadman Roodposhti, Jagannath Aryal, Himan Shahabi, Taher Safarrad:
Fuzzy Shannon Entropy: A Hybrid GIS-Based Landslide Susceptibility Mapping Method. Entropy 18(10): 343 (2016)
Coauthor Index
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last updated on 2024-10-07 22:09 CEST by the dblp team
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