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Items: 8

1.

Coronary Artery Disease Diagnosis; Ranking the Significant Features Using a Random Trees Model.

Joloudari JH, Joloudari EH, Saadatfar H, GhasemiGol M, Razavi SM, Mosavi A, Nabipour N, Shamshirband S, Nadai L.

Int J Environ Res Public Health. 2020 Jan 23;17(3). pii: E731. doi: 10.3390/ijerph17030731.

2.

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.

Sci Total Environ. 2020 Feb 25;705:135983. doi: 10.1016/j.scitotenv.2019.135983. Epub 2019 Dec 6.

PMID:
31841902
3.

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.

Sci Total Environ. 2020 Apr 1;711:135161. doi: 10.1016/j.scitotenv.2019.135161. Epub 2019 Nov 21.

PMID:
31818576
4.

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.

Sci Total Environ. 2020 Jan 20;701:134474. doi: 10.1016/j.scitotenv.2019.134474. Epub 2019 Oct 4.

PMID:
31704408
5.

Securing IoT-Based RFID Systems: A Robust Authentication Protocol Using Symmetric Cryptography.

Mansoor K, Ghani A, Chaudhry SA, Shamshirband S, Ghayyur SAK, Mosavi A.

Sensors (Basel). 2019 Nov 1;19(21). pii: E4752. doi: 10.3390/s19214752.

6.

Earth fissure hazard prediction using machine learning models.

Choubin B, Mosavi A, Alamdarloo EH, Hosseini FS, Shamshirband S, Dashtekian K, Ghamisi P.

Environ Res. 2019 Dec;179(Pt A):108770. doi: 10.1016/j.envres.2019.108770. Epub 2019 Sep 23.

PMID:
31577962
7.

Deep Learning for Detecting Building Defects Using Convolutional Neural Networks.

Perez H, Tah JHM, Mosavi A.

Sensors (Basel). 2019 Aug 15;19(16). pii: E3556. doi: 10.3390/s19163556.

8.

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines.

Choubin B, Moradi E, Golshan M, Adamowski J, Sajedi-Hosseini F, Mosavi A.

Sci Total Environ. 2019 Feb 15;651(Pt 2):2087-2096. doi: 10.1016/j.scitotenv.2018.10.064. Epub 2018 Oct 6.

PMID:
30321730

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