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Year Number of Results
2011 1
2012 1
2017 1
2018 1
2019 2
2020 12
2021 1
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18 results
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Dissolved oxygen prediction using a new ensemble method.
Kisi O, Alizamir M, Docheshmeh Gorgij A. Kisi O, et al. Environ Sci Pollut Res Int. 2020 Mar;27(9):9589-9603. doi: 10.1007/s11356-019-07574-w. Epub 2020 Jan 10. Environ Sci Pollut Res Int. 2020. PMID: 31925684
Advanced machine learning model for better prediction accuracy of soil temperature at different depths.
Alizamir M, Kisi O, Ahmed AN, Mert C, Fai CM, Kim S, Kim NW, El-Shafie A. Alizamir M, et al. Among authors: kisi o. PLoS One. 2020 Apr 14;15(4):e0231055. doi: 10.1371/journal.pone.0231055. eCollection 2020. PLoS One. 2020. PMID: 32287272 Free PMC article.
Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration.
Tikhamarine Y, Malik A, Souag-Gamane D, Kisi O. Tikhamarine Y, et al. Among authors: kisi o. Environ Sci Pollut Res Int. 2020 Aug;27(24):30001-30019. doi: 10.1007/s11356-020-08792-3. Epub 2020 May 23. Environ Sci Pollut Res Int. 2020. PMID: 32445152
Assessing the biochemical oxygen demand using neural networks and ensemble tree approaches in South Korea.
Kim S, Alizamir M, Zounemat-Kermani M, Kisi O, Singh VP. Kim S, et al. Among authors: kisi o. J Environ Manage. 2020 Sep 15;270:110834. doi: 10.1016/j.jenvman.2020.110834. Epub 2020 Jun 5. J Environ Manage. 2020. PMID: 32507742
An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration.
Ehteram M, Singh VP, Ferdowsi A, Mousavi SF, Farzin S, Karami H, Mohd NS, Afan HA, Lai SH, Kisi O, Malek MA, Ahmed AN, El-Shafie A. Ehteram M, et al. Among authors: kisi o. PLoS One. 2019 May 31;14(5):e0217499. doi: 10.1371/journal.pone.0217499. eCollection 2019. PLoS One. 2019. PMID: 31150443 Free PMC article.
Reference Evapotranspiration Modeling Using New Heuristic Methods.
Muhammad Adnan R, Chen Z, Yuan X, Kisi O, El-Shafie A, Kuriqi A, Ikram M. Muhammad Adnan R, et al. Among authors: kisi o. Entropy (Basel). 2020 May 13;22(5):547. doi: 10.3390/e22050547. Entropy (Basel). 2020. PMID: 33286320 Free PMC article.
Transfer learning for neural network model in chlorophyll-a dynamics prediction by Wenchong Tian, Zhenliang Liao, and Xuan Wang.
Adnan RM, Kisi O. Adnan RM, et al. Among authors: kisi o. Environ Sci Pollut Res Int. 2020 Aug;27(24):30899-30900. doi: 10.1007/s11356-020-09009-3. Epub 2020 May 1. Environ Sci Pollut Res Int. 2020. PMID: 32358752 No abstract available.
Application of M5 model tree optimized with Excel Solver Platform for water quality parameter estimation.
Bayatvarkeshi M, Imteaz MA, Kisi O, Zarei M, Yaseen ZM. Bayatvarkeshi M, et al. Among authors: kisi o. Environ Sci Pollut Res Int. 2020 Oct 8. doi: 10.1007/s11356-020-11047-w. Online ahead of print. Environ Sci Pollut Res Int. 2020. PMID: 33033926
Comments on "Predicting permeability changes with injecting CO2 in coal seams during CO2 geological sequestration: A comparative study among six SVM-based hybrid models" Science of the Total Environment, 705, 135941 (2020).
Adnan RM, Liang Z, Kisi O. Adnan RM, et al. Among authors: kisi o. Sci Total Environ. 2020 Nov 20;744:139486. doi: 10.1016/j.scitotenv.2020.139486. Epub 2020 Jun 5. Sci Total Environ. 2020. PMID: 32507510
Evaluating the performance of four different heuristic approaches with Gamma test for daily suspended sediment concentration modeling.
Malik A, Kumar A, Kisi O, Shiri J. Malik A, et al. Among authors: kisi o. Environ Sci Pollut Res Int. 2019 Aug;26(22):22670-22687. doi: 10.1007/s11356-019-05553-9. Epub 2019 Jun 6. Environ Sci Pollut Res Int. 2019. PMID: 31172434
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