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Mohammadtaghi Avand
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Prediction Success of Machine Learning Methods for Flash Flood Susceptibility Mapping in the Tafresh Watershed, Iran
Saeid Janizadeh, Mohammadtaghi Avand, Abolfazl Jaafari, Tran Van Phong ...
Sustainability 11 (19), 2019
1942019
Soft computing ensemble models based on logistic regression for groundwater potential mapping
PT Nguyen, DH Ha, M Avand, A Jaafari, HD Nguyen, N Al-Ansari, ...
Applied Sciences 10 (7), 2469, 2020
1532020
GIS based hybrid computational approaches for flash flood susceptibility assessment
BT Pham, M Avand, S Janizadeh, TV Phong, N Al-Ansari, LS Ho, S Das, ...
Water 12 (3), 683, 2020
1442020
Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms
S Talukdar, B Ghose, Shahfahad, R Salam, S Mahato, QB Pham, ...
Stochastic Environmental Research and Risk Assessment 34, 2277-2300, 2020
1302020
Performance evaluation of machine learning methods for forest fire modeling and prediction
BT Pham, A Jaafari, M Avand, N Al-Ansari, T Dinh Du, HPH Yen, ...
Symmetry 12 (6), 1022, 2020
1222020
GIS-based machine learning algorithms for gully erosion susceptibility mapping in a semi-arid region of Iran
X Lei, W Chen, M Avand, S Janizadeh, N Kariminejad, H Shahabi, ...
Remote Sensing 12 (15), 2478, 2020
1092020
Shallow landslide susceptibility mapping by random forest base classifier and its ensembles in a semi-arid region of Iran
VH Nhu, A Shirzadi, H Shahabi, W Chen, JJ Clague, M Geertsema, ...
Forests 11 (4), 421, 2020
912020
A comparative assessment of random forest and k-nearest neighbor classifiers for gully erosion susceptibility mapping
M Avand, S Janizadeh, SA Naghibi, HR Pourghasemi, ...
Water 11 (10), 2076, 2019
872019
Using machine learning models, remote sensing, and GIS to investigate the effects of changing climates and land uses on flood probability
M Avand, H Moradi
Journal of Hydrology 595, 125663, 2021
862021
A tree-based intelligence ensemble approach for spatial prediction of potential groundwater
M Avand, S Janizadeh, D Tien Bui, VH Pham, PTT Ngo, VH Nhu
International Journal of Digital Earth 13 (12), 1408-1429, 2020
862020
Flood susceptibility mapping using an improved analytic network process with statistical models
P Yariyan, M Avand, RA Abbaspour, A Torabi Haghighi, R Costache, ...
Geomatics, Natural Hazards and Risk 11 (1), 2282-2314, 2020
842020
GIS-based gully erosion susceptibility mapping: a comparison of computational ensemble data mining models
VH Nhu, S Janizadeh, M Avand, W Chen, M Farzin, E Omidvar, A Shirzadi, ...
Applied Sciences 10 (6), 2039, 2020
802020
Novel hybrid models between bivariate statistics, artificial neural networks and boosting algorithms for flood susceptibility assessment
R Costache, QB Pham, M Avand, NTT Linh, M Vojtek, J VojtekovŠ, S Lee, ...
Journal of Environmental Management 265, 110485, 2020
792020
DEM resolution effects on machine learning performance for flood probability mapping
M Avand, A Kuriqi, M Khazaei, O Ghorbanzadeh
Journal of Hydro-Environment Research 40, 1-16, 2022
672022
A semi-automated object-based gully networks detection using different machine learning models: a case study of Bowen catchment, Queensland, Australia
H Shahabi, B Jarihani, S Tavakkoli Piralilou, D Chittleborough, M Avand, ...
Sensors 19 (22), 4893, 2019
622019
GIS-based spatial modeling of snow avalanches using four novel ensemble models
P Yariyan, M Avand, RA Abbaspour, M Karami, JP Tiefenbacher
Science of The Total Environment 745, 141008, 2020
582020
Flash-flood hazard using deep learning based on H2O R package and fuzzy-multicriteria decision-making analysis
R Costache, TT Tin, A Arabameri, A Crăciun, RS Ajin, I Costache, ...
Journal of Hydrology 609, 127747, 2022
492022
New neural fuzzy-based machine learning ensemble for enhancing the prediction accuracy of flood susceptibility mapping
R Costache, R ȚÓncu, I Elkhrachy, QB Pham, MC Popa, DC Diaconu, ...
Hydrological Sciences Journal 65 (16), 2816-2837, 2020
482020
Earthquake vulnerability mapping using different hybrid models
P Yariyan, M Avand, F Soltani, O Ghorbanzadeh, T Blaschke
Symmetry 12 (3), 405, 2020
442020
Spatial prediction of future flood risk: an approach to the effects of climate change
M Avand, HR Moradi, M Ramazanzadeh Lasboyee
Geosciences 11 (1), 25, 2021
432021
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Articles 1–20