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pro vyhledávání: '"Ayme, A."'
Supervised learning with missing data aims at building the best prediction of a target output based on partially-observed inputs. Major approaches to address this problem can be decomposed into $(i)$ impute-then-predict strategies, which first fill i
Externí odkaz:
http://arxiv.org/abs/2405.09196
Constant (naive) imputation is still widely used in practice as this is a first easy-to-use technique to deal with missing data. Yet, this simple method could be expected to induce a large bias for prediction purposes, as the imputed input may strong
Externí odkaz:
http://arxiv.org/abs/2402.03839
Two different approaches exist to handle missing values for prediction: either imputation, prior to fitting any predictive algorithms, or dedicated methods able to natively incorporate missing values. While imputation is widely (and easily) use, it i
Externí odkaz:
http://arxiv.org/abs/2301.13585
Autor:
David Fernandez-Martinez, Youxin Kong, Sylvie Goussard, Agustin Zavala, Pauline Gastineau, Martial Rey, Gabriel Ayme, Julia Chamot-Rooke, Pierre Lafaye, Matthijn Vos, Ariel Mechaly, Guillaume Duménil
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-15 (2024)
Abstract Type IV pili (T4P) are prevalent, polymeric surface structures in pathogenic bacteria, making them ideal targets for effective vaccines. However, bacteria have evolved efficient strategies to evade type IV pili-directed antibody responses. N
Externí odkaz:
https://doaj.org/article/b31d21f500b94edeab7636033fb2229e
Missing values arise in most real-world data sets due to the aggregation of multiple sources and intrinsically missing information (sensor failure, unanswered questions in surveys...). In fact, the very nature of missing values usually prevents us fr
Externí odkaz:
http://arxiv.org/abs/2202.01463
Autor:
Monnar, Ayme Arango1 (AUTHOR) arangoayme@gmail.com, Perez Rojas, Jorge2 (AUTHOR), Labra, Barbara Polete1,3 (AUTHOR)
Publikováno v:
PLoS ONE. 7/30/2024, Vol. 19 Issue 7, p1-18. 18p.
Autor:
Caradant, Léa, Foran, Gabrielle, Lepage, David, Nicolle, Paul, Prébé, Arnaud, Aymé-Perrot, David, Dollé, Mickaël
Publikováno v:
In Journal of Power Sources Advances August 2024 28
Autor:
Thieffry, Sylvia, Aubert, Julie, Devers-Lamrani, Marion, Martin-Laurent, Fabrice, Romdhane, Sana, Rouard, Nadine, Siol, Mathieu, Spor, Aymé
Publikováno v:
In Journal of Hazardous Materials 5 June 2024 471
Autor:
Ríos-Alvear, Gorky, Meneses, Pablo, Ortega-Andrade, H. Mauricio, Santos, Cinthya, Muzo, Aymé, López, Karima G., Bentley, Alexander Griffin, Villamarín, Francisco
Publikováno v:
In Landscape and Urban Planning June 2024 246
Autor:
Moreira, Natália Kehl, Wilhelm, Camila Mörschbächer, Collar, Gabriela da Silva, Echevarria, Aymê Duarte, Becker, Júlia, Barth, Afonso Luís, Caierão, Juliana
Publikováno v:
In Journal of Microbiological Methods June 2024 221