|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
|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
|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
|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 (2), 1-18, 2017
|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
|Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon’s entropy, statistical index, and weighting factor models|
K Khosravi, HR Pourghasemi, K Chapi, M Bahri
Environmental monitoring and assessment 188 (12), 1-21, 2016
|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
|Landslide spatial modelling using novel bivariate statistical based Na´ve 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
|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
|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
|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), 1-14, 2018
|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
|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 (1), 281-302, 2019
|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
|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
|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 (2), 1639-1656, 2012
|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
|Flood spatial modeling in northern Iran using remote sensing and gis: A comparison between evidential belief functions and its ensemble with a multivariate logistic regressioná…|
D Tien Bui, K Khosravi, H Shahabi, P Daggupati, JF Adamowski, ...
Remote Sensing 11 (13), 1589, 2019
|A novel integrated approach of relevance vector machine optimized by imperialist competitive algorithm for spatial modeling of shallow landslides|
D Tien Bui, H Shahabi, A Shirzadi, K Chapi, ND Hoang, BT Pham, QT Bui, ...
Remote Sensing 10 (10), 1538, 2018
|A comparative study between popular statistical and machine learning methods for simulating volume of landslides|
A Shirzadi, H Shahabi, K Chapi, DT Bui, BT Pham, K Shahedi, BB Ahmad
Catena 157, 213-226, 2017