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Lihui Chen, Zhonghua He, Xiaolin Gu, Mingjin Xu, Shan Pan, Hongmei Tan and Shuping Yang
Droughts are becoming more frequent in the karst region of southwest China due to climate change, and accurate monitoring of karst agricultural droughts is crucial. To this end, in this study, based on random forest (RF) and support vector regression (SV...
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A.V. Vorobyev
Pág. 29 - 34
The limited availability of information collection is a factor hindering the application of high-performance machine learning algorithms. The development of methods to improve the accuracy of models while reducing the observation periods, can be an effec...
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Candela Maceiras, José M. Pérez-Canosa, Diego Vergara and José A. Orosa
The present paper shows an original study of more than 163 ship accidents in Spain showing which of the usually employed variables are related to each type of vessel accident due to the lack of information in this region. To this end, research was carrie...
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Marta Galvani, Chiara Bardelli, Silvia Figini and Pietro Muliere
Bootstrap resampling techniques, introduced by Efron and Rubin, can be presented in a general Bayesian framework, approximating the statistical distribution of a statistical functional ϕ(F)" role="presentation">??(??)?(F)
?
(
F
)
, where F is a...
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Ryo Yamawaki, Akiyo Tei, Kengo Ito and Jun Kikuchi
Bio-based polymers have been considered as an alternative to oil-based materials for their ?carbon-neutral? environmentally degrative features. However, degradation is a complex system in which environmental factors and preparation conditions are involve...
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