A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran K Khosravi, BT Pham, K Chapi, A Shirzadi, H Shahabi, I Revhaug, ... Science of the Total Environment 627, 744-755, 2018 | 626 | 2018 |
A novel hybrid artificial intelligence approach for flood susceptibility assessment K Chapi, VP Singh, A Shirzadi, H Shahabi, DT Bui, BT Pham, K Khosravi Environmental modelling & software 95, 229-245, 2017 | 527 | 2017 |
A comparative assessment of flood susceptibility modeling using multi-criteria decision-making analysis and machine learning methods K Khosravi, H Shahabi, BT Pham, J Adamowski, A Shirzadi, B Pradhan, ... Journal of Hydrology 573, 311-323, 2019 | 522 | 2019 |
Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping H Shafizadeh-Moghadam, R Valavi, H Shahabi, K Chapi, A Shirzadi Journal of environmental management 217, 1-11, 2018 | 302 | 2018 |
Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon’s entropy, statistical index, and … K Khosravi, HR Pourghasemi, K Chapi, M Bahri Environmental monitoring and assessment 188, 1-21, 2016 | 278 | 2016 |
Shallow landslide susceptibility assessment using a novel hybrid intelligence approach A Shirzadi, DT Bui, BT Pham, K Solaimani, K Chapi, A Kavian, H Shahabi, ... Environmental Earth Sciences 76, 1-18, 2017 | 262 | 2017 |
New hybrids of anfis with several optimization algorithms for flood susceptibility modeling D Tien Bui, K Khosravi, S Li, H Shahabi, M Panahi, VP Singh, K Chapi, ... Water 10 (9), 1210, 2018 | 223 | 2018 |
Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms Q He, H Shahabi, A Shirzadi, S Li, W Chen, N Wang, H Chai, H Bian, J Ma, ... Science of the total environment 663, 1-15, 2019 | 220 | 2019 |
A novel artificial intelligence approach based on Multi-layer Perceptron Neural Network and Biogeography-based Optimization for predicting coefficient of consolidation of soil BT Pham, MD Nguyen, KTT Bui, I Prakash, K Chapi, DT Bui Catena 173, 302-311, 2019 | 195 | 2019 |
Novel GIS based machine learning algorithms for shallow landslide susceptibility mapping A Shirzadi, K Soliamani, M Habibnejhad, A Kavian, K Chapi, H Shahabi, ... Sensors 18 (11), 3777, 2018 | 174 | 2018 |
Novel hybrid evolutionary algorithms for spatial prediction of floods DT Bui, M Panahi, H Shahabi, VP Singh, A Shirzadi, K Chapi, K Khosravi, ... Scientific reports 8 (1), 15364, 2018 | 173 | 2018 |
Mapping groundwater potential using a novel hybrid intelligence approach S Miraki, SH Zanganeh, K Chapi, VP Singh, A Shirzadi, H Shahabi, ... Water resources management 33, 281-302, 2019 | 167 | 2019 |
Landslide susceptibility modeling based on gis and novel bagging-based kernel logistic regression W Chen, H Shahabi, S Zhang, K Khosravi, A Shirzadi, K Chapi, BT Pham, ... Applied Sciences 8 (12), 2540, 2018 | 161 | 2018 |
Land subsidence susceptibility mapping in south korea using machine learning algorithms D Tien Bui, H Shahabi, A Shirzadi, K Chapi, B Pradhan, W Chen, ... Sensors 18 (8), 2464, 2018 | 153 | 2018 |
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 … D Tien Bui, K Khosravi, H Shahabi, P Daggupati, JF Adamowski, ... Remote Sensing 11 (13), 1589, 2019 | 152 | 2019 |
Landslide detection and susceptibility mapping by airsar data using support vector machine and index of entropy models in cameron highlands, malaysia D Tien Bui, H Shahabi, A Shirzadi, K Chapi, M Alizadeh, W Chen, ... Remote Sensing 10 (10), 1527, 2018 | 152 | 2018 |
Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution A Shirzadi, K Solaimani, MH Roshan, A Kavian, K Chapi, H Shahabi, ... Catena 178, 172-188, 2019 | 133 | 2019 |
A novel hybrid approach of bayesian logistic regression and its ensembles for landslide susceptibility assessment M Abedini, B Ghasemian, A Shirzadi, H Shahabi, K Chapi, BT Pham, ... Geocarto International 34 (13), 1427-1457, 2019 | 130 | 2019 |
A GIS-based logistic regression model in rock-fall susceptibility mapping along a mountainous road: Salavat Abad case study, Kurdistan, Iran A Shirzadi, L Saro, O Hyun Joo, K Chapi Natural hazards 64, 1639-1656, 2012 | 127 | 2012 |
Landslide susceptibility assessment at the Wuning area, China: A comparison between multi-criteria decision making, bivariate statistical and machine learning methods H Hong, H Shahabi, A Shirzadi, W Chen, K Chapi, BB Ahmad, ... Natural Hazards 96, 173-212, 2019 | 115 | 2019 |