Choubin B - Search Results

1

Newly explored machine learning model for river flow time series forecasting at Mary River, Australia.

Cui F, Salih SQ, Choubin B, Bhagat SK, Samui P, Yaseen ZM. Cui F, et al. Among authors: choubin b. Environ Monit Assess. 2020 Nov 14;192(12):761. doi: 10.1007/s10661-020-08724-1. Environ Monit Assess. 2020. PMID: 33188607

2

Earth fissure hazard prediction using machine learning models.

Choubin B, Mosavi A, Alamdarloo EH, Hosseini FS, Shamshirband S, Dashtekian K, Ghamisi P. Choubin B, et al. Environ Res. 2019 Dec;179(Pt A):108770. doi: 10.1016/j.envres.2019.108770. Epub 2019 Sep 23. Environ Res. 2019. PMID: 31577962

3

Susceptibility mapping of groundwater salinity using machine learning models.

Mosavi A, Sajedi Hosseini F, Choubin B, Taromideh F, Ghodsi M, Nazari B, Dineva AA. Mosavi A, et al. Among authors: choubin b. Environ Sci Pollut Res Int. 2021 Mar;28(9):10804-10817. doi: 10.1007/s11356-020-11319-5. Epub 2020 Oct 25. Environ Sci Pollut Res Int. 2021. PMID: 33099737

4

Integrated machine learning methods with resampling algorithms for flood susceptibility prediction.

Dodangeh E, Choubin B, Eigdir AN, Nabipour N, Panahi M, Shamshirband S, Mosavi A. Dodangeh E, et al. Among authors: choubin b. Sci Total Environ. 2020 Feb 25;705:135983. doi: 10.1016/j.scitotenv.2019.135983. Epub 2019 Dec 6. Sci Total Environ. 2020. PMID: 31841902

5

Mass wasting susceptibility assessment of snow avalanches using machine learning models.

Choubin B, Borji M, Hosseini FS, Mosavi A, Dineva AA. Choubin B, et al. Sci Rep. 2020 Oct 27;10(1):18363. doi: 10.1038/s41598-020-75476-w. Sci Rep. 2020. PMID: 33110178 Free PMC article.

6

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method.

Hosseini FS, Choubin B, Mosavi A, Nabipour N, Shamshirband S, Darabi H, Haghighi AT. Hosseini FS, et al. Among authors: choubin b. Sci Total Environ. 2020 Apr 1;711:135161. doi: 10.1016/j.scitotenv.2019.135161. Epub 2019 Nov 21. Sci Total Environ. 2020. PMID: 31818576

7

Susceptibility Assessment of Groundwater Nitrate Contamination Using an Ensemble Machine Learning Approach.

Hosseini FS, Choubin B, Bagheri-Gavkosh M, Karimi O, Taromideh F, Mako C. Hosseini FS, et al. Among authors: choubin b. Ground Water. 2023 Jul-Aug;61(4):510-516. doi: 10.1111/gwat.13258. Epub 2022 Sep 30. Ground Water. 2023. PMID: 36127852

8

Predicting uncertainty of machine learning models for modelling nitrate pollution of groundwater using quantile regression and UNEEC methods.

Rahmati O, Choubin B, Fathabadi A, Coulon F, Soltani E, Shahabi H, Mollaefar E, Tiefenbacher J, Cipullo S, Ahmad BB, Tien Bui D. Rahmati O, et al. Among authors: choubin b. Sci Total Environ. 2019 Oct 20;688:855-866. doi: 10.1016/j.scitotenv.2019.06.320. Epub 2019 Jun 21. Sci Total Environ. 2019. PMID: 31255823

9

River suspended sediment modelling using the CART model: A comparative study of machine learning techniques.

Choubin B, Darabi H, Rahmati O, Sajedi-Hosseini F, Kløve B. Choubin B, et al. Sci Total Environ. 2018 Feb 15;615:272-281. doi: 10.1016/j.scitotenv.2017.09.293. Epub 2017 Oct 2. Sci Total Environ. 2018. PMID: 28982076

10

Spatial hazard assessment of the PM10 using machine learning models in Barcelona, Spain.

Choubin B, Abdolshahnejad M, Moradi E, Querol X, Mosavi A, Shamshirband S, Ghamisi P. Choubin B, et al. Sci Total Environ. 2020 Jan 20;701:134474. doi: 10.1016/j.scitotenv.2019.134474. Epub 2019 Oct 4. Sci Total Environ. 2020. PMID: 31704408

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