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Page 1
Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods.
Sci Total Environ. 2019 Sep 20;684:31-49. doi: 10.1016/j.scitotenv.2019.05.312. Epub 2019 May 21.
Sci Total Environ. 2019.
PMID: 31150874
Introducing a novel multi-layer perceptron network based on stochastic gradient descent optimized by a meta-heuristic algorithm for landslide susceptibility mapping.
Hong H, Tsangaratos P, Ilia I, Loupasakis C, Wang Y.
Hong H, et al. Among authors: tsangaratos p.
Sci Total Environ. 2020 Nov 10;742:140549. doi: 10.1016/j.scitotenv.2020.140549. Epub 2020 Jul 3.
Sci Total Environ. 2020.
PMID: 32629264
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Applying genetic algorithms to set the optimal combination of forest fire related variables and model forest fire susceptibility based on data mining models. The case of Dayu County, China.
Hong H, Tsangaratos P, Ilia I, Liu J, Zhu AX, Xu C.
Hong H, et al. Among authors: tsangaratos p.
Sci Total Environ. 2018 Jul 15;630:1044-1056. doi: 10.1016/j.scitotenv.2018.02.278. Epub 2018 Mar 7.
Sci Total Environ. 2018.
PMID: 29554726
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Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods.
Bui DT, Tsangaratos P, Ngo PT, Pham TD, Pham BT.
Bui DT, et al. Among authors: tsangaratos p.
Sci Total Environ. 2019 Jun 10;668:1038-1054. doi: 10.1016/j.scitotenv.2019.02.422. Epub 2019 Mar 6.
Sci Total Environ. 2019.
PMID: 31018446
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Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China.
Hong H, Tsangaratos P, Ilia I, Liu J, Zhu AX, Chen W.
Hong H, et al. Among authors: tsangaratos p.
Sci Total Environ. 2018 Jun 1;625:575-588. doi: 10.1016/j.scitotenv.2017.12.256. Epub 2017 Dec 30.
Sci Total Environ. 2018.
PMID: 29291572
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Land subsidence phenomena investigated by spatiotemporal analysis of groundwater resources, remote sensing techniques, and random forest method: the case of Western Thessaly, Greece.
Ilia I, Loupasakis C, Tsangaratos P.
Ilia I, et al. Among authors: tsangaratos p.
Environ Monit Assess. 2018 Oct 1;190(11):623. doi: 10.1007/s10661-018-6992-9.
Environ Monit Assess. 2018.
PMID: 30276539
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