Zobrazeno 1 - 10
of 531
pro vyhledávání: '"Huynh, Thu"'
Mobile Health (mHealth) applications have become a crucial part of health monitoring and management. However, the proliferation of these applications has also raised concerns over the privacy and security of Personally Identifiable Information and Pr
Externí odkaz:
http://arxiv.org/abs/2405.17971
Learning processes by exploiting restricted domain knowledge is an important task across a plethora of scientific areas, with more and more hybrid methods combining data-driven and model-based approaches. However, while such hybrid methods have been
Externí odkaz:
http://arxiv.org/abs/2307.02229
Publikováno v:
35th Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia
Random forests have been widely used for their ability to provide so-called importance measures, which give insight at a global (per dataset) level on the relevance of input variables to predict a certain output. On the other hand, methods based on S
Externí odkaz:
http://arxiv.org/abs/2111.02218
Autor:
Huynh-Thu, Vân Anh, Geurts, Pierre
This paper presents a model-agnostic ensemble approach for supervised learning. The proposed approach is based on a parametric version of Random Subspace, in which each base model is learned from a feature subset sampled according to a Bernoulli dist
Externí odkaz:
http://arxiv.org/abs/2109.03099
Publikováno v:
In Computer Methods in Applied Mechanics and Engineering 1 July 2024 427
Autor:
Pierre, Nicolas, Huynh-Thu, Vân Anh, Baiwir, Dominique, Vieujean, Sophie, Bequet, Emeline, Reenaers, Catherine, Van Kemseke, Catherine, Salée, Catherine, Massot, Charlotte, Fléron, Maximilien, Mazzucchelli, Gabriel, Trzpiot, Lisette, Eppe, Gauthier, De Pauw, Edwin, Louis, Edouard, Meuwis, Marie-Alice
Publikováno v:
In Journal of Proteomics 30 June 2024 302
Autor:
David, Jazmine, Mousset, Marike, Trombetti, Kirby, Sayasouk, Beverly, Neilsen, Calvin, Suorsa, Parker, Ruben, Melissa, Ruben, Elias, Thiessen, Jacob, Pychewicz, Taylor, Chu, Ping, Huynh, Thu N.
Publikováno v:
In Physiology & Behavior 1 January 2024 273
Publikováno v:
In Reliability Engineering and System Safety July 2023 235
Autor:
Rodler, Eve, Sharma, Priyanka *, Barlow, William E, Gralow, Julie R, Puhalla, Shannon L, Anders, Carey K, Goldstein, Lori, Tripathy, Debu, Brown-Glaberman, Ursa A, Huynh, Thu-Tam, Szyarto, Christopher S, Godwin, Andrew K, Pathak, Harsh B, Swisher, Elizabeth M, Radke, Marc R, Timms, Kirsten M, Lew, Danika L, Miao, Jieling, Pusztai, Lajos, Hayes, Daniel F, Hortobagyi, Gabriel N
Publikováno v:
In The Lancet Oncology February 2023 24(2):162-174
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