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of 201
pro vyhledávání: '"Depecker, P."'
Autor:
Yves Hatangi, Hippolyte Nshimba, Piet Stoffelen, Benoît Dhed’a, Jonas Depecker, Ludivine Lassois, Filip Vandelook
Publikováno v:
Plant Ecology and Evolution, Vol 156, Iss 3, Pp 339-351 (2023)
Background and aims – While tropical forests play an important role in carbon sequestration, they are assumed to be sensitive to rising temperatures and prolonged drought. Plant functional traits are useful for understanding and predicting the effe
Externí odkaz:
https://doaj.org/article/5f86540ef82b45fe883368f10dd97903
In this paper, we address the estimation of the sensitivity indices called "Shapley eects". These sensitivity indices enable to handle dependent input variables. The Shapley eects are generally dicult to estimate, but they are easily computable in th
Externí odkaz:
http://arxiv.org/abs/2006.02087
Akademický článek
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Autor:
Lauren Verleysen, Robrecht Bollen, Jean-Léon Kambale, Tshimi Ebele, Benjamin Ntumba Katshela, Jonas Depecker, Valérie Poncet, Dieu-Merci Assumani, Filip Vandelook, Piet Stoffelen, Olivier Honnay, Tom Ruttink
Publikováno v:
Frontiers in Sustainable Food Systems, Vol 7 (2023)
Cultivation of Robusta coffee is likely to gain importance because of its high disease resistance and climate envelope. Robusta coffee genetic resources conserved in field genebanks can play an important role to further improve its cupping quality an
Externí odkaz:
https://doaj.org/article/309a4c641f964293a4c3eb7c4468fd1c
The Shapley effects are global sensitivity indices: they quantify the impact of each input variable on the output variable in a model. In this work, we suggest new estimators of these sensitivity indices. When the input distribution is known, we inve
Externí odkaz:
http://arxiv.org/abs/1812.09168
In this paper, we study sensitivity indices for independent groups of variables and we look at the particular case of block-additive models. We show in this case that most of the Sobol indices are equal to zero and that Shapley effects can be estimat
Externí odkaz:
http://arxiv.org/abs/1801.04095
Autor:
Demyk, K., Meny, C., Leroux, H., Depecker, C, Brubach, J. -B., Roy, P., Nayral, C., Ojo, W. -S.
Publikováno v:
A&A 606, A50 (2017)
To model the cold dust emission observed in the diffuse interstellar medium, in dense molecular clouds or in cold clumps that could eventually form new stars, it is mandatory to know the physical and spectroscopic properties of this dust and to under
Externí odkaz:
http://arxiv.org/abs/1706.09801
Autor:
Demyk, K., Meny, C., Lu, X. -H., Papatheodorou, G., Toplis, M. J., Leroux, H., Depecker, C., Brubach, J. -B., Roy, P., Nayral, C., Ojo, W. -S., Delpech, F., Paradis, D., Gromov, V.
Publikováno v:
A&A 600, A123 (2017)
A wealth of data from the Herschel and Planck satellites and now from ALMA, revealing cold dust thermal emission, is available for astronomical environments ranging from interstellar clouds, cold clumps, circumstellar envelops, and protoplanetary dis
Externí odkaz:
http://arxiv.org/abs/1701.07225
Akademický článek
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Autor:
Clémençon, Stéphan, Depecker, Marine
It is the main goal of this article to address the bipartite ranking issue from the perspective of functional data analysis (FDA). Given a training set of independent realizations of a (possibly sampled) second-order random function with a (locally)
Externí odkaz:
http://arxiv.org/abs/1312.5066