Zobrazeno 1 - 10
of 2 016
pro vyhledávání: '"Sbihi, A."'
It is well established that to ensure or certify the robustness of a neural network, its Lipschitz constant plays a prominent role. However, its calculation is NP-hard. In this note, by taking into account activation regions at each layer as new cons
Externí odkaz:
http://arxiv.org/abs/2402.01199
Autor:
Bouabdallaoui, Ibrahim, Guerouate, Fatima, Bouhaddour, Samya, Saadi, Chaimae, Sbihi, Mohammed
Undoubtedly that the Bidirectional Encoder representations from Transformers is the most powerful technique in making Natural Language Processing tasks such as Named Entity Recognition, Question & Answers or Sentiment Analysis, however, the use of tr
Externí odkaz:
http://arxiv.org/abs/2312.07797
Autor:
Bouchra Bouftila, Mohammed Abdessadek, Hayat Ben-Saghroune, Karim Sbihi, Loubna Ouahmane, Oukacha Amri, Belkassem El Amraoui
Publikováno v:
Roczniki Panstwowego Zakladu Higieny, Vol 75, Iss 2, Pp 117-123 (2024)
Background Essential oils have important antibacterial activities and can successfully replace antibiotics, which show their inefficiency, especially against fungi and multi-resistant bacteria. Objective The main purpose of our research was to inves
Externí odkaz:
https://doaj.org/article/fca27cf009304fbdb6a7ddb37e5a52b3
Autor:
Jennifer Ferris, Alexandra Choi, Brandon Wagar, Jonathan Simkin, Ryan Woods, Ognjenka Djurdjev, Hind Sbihi, Kari Harder, Kate Smolina
Publikováno v:
International Journal of Population Data Science, Vol 9, Iss 5 (2024)
Objective The goal of this project is to explore novel ways to assess chronic disease multimorbidity (co-occurrence of two or more conditions) trends and patterns in the population of British Columbia (BC), Canada. Approach This study included lin
Externí odkaz:
https://doaj.org/article/4fccc041c5b34947a63771fba16ac364
Autor:
Sean P Harrigan, Héctor A Velásquez García, Younathan Abdia, James Wilton, Natalie Prystajecky, John Tyson, Chris Fjell, Linda Hoang, Jeffrey C Kwong, Sharmistha Mishra, Linwei Wang, Beate Sander, Naveed Z Janjua, Hind Sbihi
Publikováno v:
JMIR Public Health and Surveillance, Vol 10, p e45513 (2024)
BackgroundSARS-CoV-2 variants of concern (VOCs) emerged and rapidly replaced the original strain worldwide. The increased transmissibility of these new variants led to increases in infections, hospitalizations, and mortality. However, there is a scar
Externí odkaz:
https://doaj.org/article/d0c01047e78c437b90377e85c3527a34
Autor:
EL HAJI, Hasna1 (AUTHOR) hasna.elhaji@uir.ac.ma, SBIHI, Nada1 (AUTHOR), GUERMAH, Bassma1 (AUTHOR), SOUADKA, Amine2 (AUTHOR), GHOGHO, Mounir1 (AUTHOR)
Publikováno v:
PLoS ONE. 8/14/2024, Vol. 19 Issue 8, p1-20. 20p.
Autor:
Sbihi, Mohammed, Couellan, Nicolas
We address the issue of binary classification in Banach spaces in presence of uncertainty. We show that a number of results from classical support vector machines theory can be appropriately generalised to their robust counterpart in Banach spaces. T
Externí odkaz:
http://arxiv.org/abs/2202.08567
Autor:
Sbihi, Ayyoub, Mastere, Mohamed, Benzougagh, Brahim, Spalevic, Velibor, Sestras, Paul, Radovic, Mirjana, Marković, Slobodan B., Jaufer, Lizny, Kader, Shuraik
Publikováno v:
In Journal of African Earth Sciences October 2024 218
Autor:
Askoura, Youcef, Sbihi, Mohammed
We prove a conditional expectation bang-bang principle. Based on properties of the conditional expectation vector measure, we establish that the conditional expectation of a set-valued mapping coincides with the conditional expectation of the set of
Externí odkaz:
http://arxiv.org/abs/2201.13196
Autor:
Hrouga, Mustapha, Sbihi, Abdelkader
Publikováno v:
Business Process Management Journal, 2023, Vol. 29, Issue 6, pp. 1892-1919.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/BPMJ-03-2023-0183