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of 59
pro vyhledávání: '"Albergante, Luca"'
Autor:
Wallis, Jamie, Azqueta-Gavaldon, Andres, Ananthakumar, Thanusha, Dürichen, Robert, Albergante, Luca
Biomedical research is increasingly employing real world evidence (RWE) to foster discoveries of novel clinical phenotypes and to better characterize long term effect of medical treatments. However, due to limitations inherent in the collection proce
Externí odkaz:
http://arxiv.org/abs/2203.07124
Autor:
Carr, Oliver, Jovanovic, Stojan, Albergante, Luca, Andreotti, Fernando, Dürichen, Robert, Lipunova, Nadia, Baxter, Janie, Khan, Rabia, Irving, Benjamin
Determining phenotypes of diseases can have considerable benefits for in-hospital patient care and to drug development. The structure of high dimensional data sets such as electronic health records are often represented through an embedding of the da
Externí odkaz:
http://arxiv.org/abs/2012.13233
Modern large-scale datasets are frequently said to be high-dimensional. However, their data point clouds frequently possess structures, significantly decreasing their intrinsic dimensionality (ID) due to the presence of clusters, points being located
Externí odkaz:
http://arxiv.org/abs/1901.06328
Autor:
Albergante, Luca, Mirkes, Evgeny M., Chen, Huidong, Martin, Alexis, Faure, Louis, Barillot, Emmanuel, Pinello, Luca, Gorban, Alexander N., Zinovyev, Andrei
Publikováno v:
Entropy 22, no. 3: 296, 2020
Large datasets represented by multidimensional data point clouds often possess non-trivial distributions with branching trajectories and excluded regions, with the recent single-cell transcriptomic studies of developing embryo being notable examples.
Externí odkaz:
http://arxiv.org/abs/1804.07580
Autor:
Liu, Dianbo, Albergante, Luca
TV dramas constitute an important part of the entertainment industry, with popular shows attracting millions of viewers and resulting in significant revenues. Finding a way to explore formally the social dynamics underpinning these show has therefore
Externí odkaz:
http://arxiv.org/abs/1707.05213
Akademický článek
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Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2018 May 01. 115(19), E4319-E4321.
Externí odkaz:
https://www.jstor.org/stable/26509600
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2018 Feb . 115(8), 1883-1888.
Externí odkaz:
https://www.jstor.org/stable/26507575
Autor:
Mamun, Mohammed Al, Albergante, Luca, Moreno, Alberto, Carrington, James T., Blow, J. Julian, Newman, Timothy J.
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2016 Sep . 113(39), E5765-E5774.
Externí odkaz:
https://www.jstor.org/stable/26471888
Autor:
Moreno, Alberto, Carrington, Jamie T., Albergante, Luca, Mamun, Mohammed Al, Haagensen, Emma J., Komseli, Eirini-Stavroula, Gorgoulis, Vassilis G., Newman, Timothy J., Blow, J. Julian
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2016 Sep . 113(39), E5757-E5764.
Externí odkaz:
https://www.jstor.org/stable/26471887