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pro vyhledávání: '"Mosci, Sofia"'
We consider a regularized least squares problem, with regularization by structured sparsity-inducing norms, which extend the usual $\ell_1$ and the group lasso penalty, by allowing the subsets to overlap. Such regularizations lead to nonsmooth proble
Externí odkaz:
http://arxiv.org/abs/1209.0368
In this work we are interested in the problems of supervised learning and variable selection when the input-output dependence is described by a nonlinear function depending on a few variables. Our goal is to consider a sparse nonparametric model, hen
Externí odkaz:
http://arxiv.org/abs/1208.2572
Gene expression analysis aims at identifying the genes able to accurately predict biological parameters like, for example, disease subtyping or progression. While accurate prediction can be achieved by means of many different techniques, gene identif
Externí odkaz:
http://arxiv.org/abs/0809.1777
Akademický článek
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Publikováno v:
In Canadian Journal of Ophthalmology/Journal canadien d'ophtalmologie February 2014 49(1):60-65
Publikováno v:
In IFAC Proceedings Volumes July 2012 45(16):971-976
Autor:
Fardin Paolo, Barla Annalisa, Mosci Sofia, Rosasco Lorenzo, Verri Alessandro, Versteeg Rogier, Caron Huib N, Molenaar Jan J, Øra Ingrid, Eva Alessandra, Puppo Maura, Varesio Luigi
Publikováno v:
Molecular Cancer, Vol 9, Iss 1, p 185 (2010)
Abstract Background Hypoxia is a condition of low oxygen tension occurring in the tumor microenvironment and it is related to poor prognosis in human cancer. To examine the relationship between hypoxia and neuroblastoma, we generated and tested an in
Externí odkaz:
https://doaj.org/article/b99f77aa19e84c62aea98eb9c9e95525
Publikováno v:
BMC Genomics, Vol 10, Iss 1, p 474 (2009)
Abstract Background Gene expression signatures are clusters of genes discriminating different statuses of the cells and their definition is critical for understanding the molecular bases of diseases. The identification of a gene signature is complica
Externí odkaz:
https://doaj.org/article/c3da405afc704381959bc40a319fe0f4
Autor:
Rosasco, Lorenzo Andrea, Fardin, Paolo, Cornero, Andrea, Barla, Annalisa, Mosci, Sofia, Acquaviva, Massimo, Gambini, Claudio, Verri, Alessandro, Varesio, Luigi
Publikováno v:
Journal of Biomedicine and Biotechnology
Journal of Biomedicine and Biotechnology, Vol 2010 (2010)
Hindawi
Journal of Biomedicine and Biotechnology, Vol 2010 (2010)
Hindawi
Hypoxia is a condition of low oxygen tension occurring in the tumor and negatively correlated with the progression of the disease. We studied the gene expression profiles of nine neuroblastoma cell lines grown under hypoxic conditions to define gene
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid_dedup__::60d2ffddf966614f8ec7a2c9fbb6e83b
https://pubmed.ncbi.nlm.nih.gov/20652058
https://pubmed.ncbi.nlm.nih.gov/20652058
Autor:
Mascelli, S., Raso, A., Nozza, P., Pignatelli, S., Biassoni, R., Barla, Annalisa, Mosci, Sofia, Rosasco, Lorenzo, Verri, Alessandro, Wittenberg, G., Noy, K., Mircean, C., Fasulo, D., Morana, G., Milanaccio, C., Cama, A., Capra, V., Garre, M. L.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3710::7183eacfbce677fb9711355ba8cad383
http://hdl.handle.net/11567/543052
http://hdl.handle.net/11567/543052