Zobrazeno 1 - 10
of 119
pro vyhledávání: '"Klimovskaia A"'
Dot product embeddings take a graph and construct vectors for nodes such that dot products between two vectors give the strength of the edge. Dot products make a strong transitivity assumption, however, many important forces generating graphs in the
Externí odkaz:
http://arxiv.org/abs/2106.09671
Autor:
Susmelj, Anna Klimovskaia, Lafci, Berkan, Ozdemir, Firat, Davoudi, Neda, Deán-Ben, Xosé Luís, Perez-Cruz, Fernando, Razansky, Daniel
Publikováno v:
In Medical Image Analysis January 2024 91
Autor:
Mohammad Lotfollahi, Anna Klimovskaia Susmelj, Carlo De Donno, Leon Hetzel, Yuge Ji, Ignacio L Ibarra, Sanjay R Srivatsan, Mohsen Naghipourfar, Riza M Daza, Beth Martin, Jay Shendure, Jose L McFaline‐Figueroa, Pierre Boyeau, F Alexander Wolf, Nafissa Yakubova, Stephan Günnemann, Cole Trapnell, David Lopez‐Paz, Fabian J Theis
Publikováno v:
Molecular Systems Biology, Vol 19, Iss 6, Pp 1-19 (2023)
Abstract Recent advances in multiplexed single‐cell transcriptomics experiments facilitate the high‐throughput study of drug and genetic perturbations. However, an exhaustive exploration of the combinatorial perturbation space is experimentally u
Externí odkaz:
https://doaj.org/article/418ea36376f0413cb228551ff196f2db
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Publikováno v:
Proceedings of the 34th Annual Conference on Uncertainty in Artificial Intelligence (2018), 570-579
Causal discovery algorithms infer causal relations from data based on several assumptions, including notably the absence of measurement error. However, this assumption is most likely violated in practical applications, which may result in erroneous,
Externí odkaz:
http://arxiv.org/abs/1810.07973
Autor:
Lotfollahi, Mohammad1,2 (AUTHOR), Klimovskaia Susmelj, Anna3,4 (AUTHOR), De Donno, Carlo1,5 (AUTHOR), Hetzel, Leon1,6 (AUTHOR), Ji, Yuge1,5 (AUTHOR), Ibarra, Ignacio L1 (AUTHOR), Srivatsan, Sanjay R7 (AUTHOR), Naghipourfar, Mohsen8 (AUTHOR), Daza, Riza M7 (AUTHOR), Martin, Beth7 (AUTHOR), Shendure, Jay7,9,10,11 (AUTHOR), McFaline‐Figueroa, Jose L12 (AUTHOR), Boyeau, Pierre13 (AUTHOR), Wolf, F Alexander1 (AUTHOR), Yakubova, Nafissa3 (AUTHOR), Günnemann, Stephan14 (AUTHOR), Trapnell, Cole7,10,11 (AUTHOR), Lopez‐Paz, David2 (AUTHOR), Theis, Fabian J1,2,5,6 (AUTHOR) fabian.theis@helmholtz-munich.de
Publikováno v:
Molecular Systems Biology. 6/12/2023, Vol. 19 Issue 6, p1-19. 19p.
Autor:
Susmelj, Anna Klimovskaia1,2 (AUTHOR), Ren, Yani3 (AUTHOR), Meersche, Yann Vander3 (AUTHOR), Gelly, Jean-Christophe3 (AUTHOR) tatiana.galochkina@u-paris.fr, Galochkina, Tatiana3 (AUTHOR) tatiana.galochkina@u-paris.fr
Publikováno v:
Briefings in Bioinformatics. May2023, Vol. 24 Issue 3, p1-8. 8p.
Publikováno v:
Nature Communications, Vol 11, Iss 1, Pp 1-9 (2020)
The discovery of hierarchies in biological processes is central to developmental biology. Here the authors propose Poincaré maps, a method based on hyperbolic geometry to discover continuous hierarchies from pairwise similarities.
Externí odkaz:
https://doaj.org/article/d26503839ec34d59b49e180b57c33053
Autor:
Göries, D., Ehsan, W., Flucke, G., Anakkappalla, N., Bondar, V., Costa, R., Esenov, S., Giovanetti, G., Hickin, D., Karpics, I., Klimovskaia, A., Mahmud, A., Parenti, A., Prafulla, P. J. S., Samadli, A., Santos, H., Silenzi, A., Smith, M., Sohn, F., Staffehl, M.
Publikováno v:
Synchrotron Radiation News; Nov/Dec2023, Vol. 36 Issue 6, p40-46, 7p
Autor:
Anna Klimovskaia Susmelj, Yani Ren, Yann Vander Meersche, Jean-Christophe Gelly, Tatiana Galochkina
Publikováno v:
Briefings in Bioinformatics. 24
In the era of constantly increasing amounts of the available protein data, a relevant and interpretable visualization becomes crucial, especially for tasks requiring human expertise. Poincaré disk projection has previously demonstrated its important
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2a9f4ddd87fac29057e55e2114cd0949
https://doi.org/10.1093/bib/bbad103
https://doi.org/10.1093/bib/bbad103