Zobrazeno 1 - 10
of 12 326
pro vyhledávání: '"Vitorino, A."'
Autor:
Perrero, Jessica, Vitorino, Julie, Congiu, Emanuele, Ugliengo, Piero, Rimola, Albert, Dulieu, François
Experimental and computational chemistry are two disciplines to conduct research in Astrochemistry, providing essential reference data for both astronomical observations and modeling. These approaches not only mutually support each other, but also se
Externí odkaz:
http://arxiv.org/abs/2406.16952
Large Language Models (LLMs) are valuable for text classification, but their vulnerabilities must not be disregarded. They lack robustness against adversarial examples, so it is pertinent to understand the impacts of different types of perturbations,
Externí odkaz:
http://arxiv.org/abs/2406.08050
The use of Machine Learning (ML) models in cybersecurity solutions requires high-quality data that is stripped of redundant, missing, and noisy information. By selecting the most relevant features, data integrity and model efficiency can be significa
Externí odkaz:
http://arxiv.org/abs/2406.08042
The growing cybersecurity threats make it essential to use high-quality data to train Machine Learning (ML) models for network traffic analysis, without noisy or missing data. By selecting the most relevant features for cyber-attack detection, it is
Externí odkaz:
http://arxiv.org/abs/2404.04188
As cyber-attacks become more sophisticated, improving the robustness of Machine Learning (ML) models must be a priority for enterprises of all sizes. To reliably compare the robustness of different ML models for cyber-attack detection in enterprise c
Externí odkaz:
http://arxiv.org/abs/2402.16912
Designing the topology of three-dimensional structures is a challenging problem due to its memory and time consumption. In this paper, we present a robust and efficient algorithm for solving large-scale 3D topology optimization problems. The robustne
Externí odkaz:
http://arxiv.org/abs/2311.05595
Machine Learning (ML) can be incredibly valuable to automate anomaly detection and cyber-attack classification, improving the way that Network Intrusion Detection (NID) is performed. However, despite the benefits of ML models, they are highly suscept
Externí odkaz:
http://arxiv.org/abs/2308.06819
Autor:
Gerry A. Shipman, Reinnier Padilla, Cynthia Horth, Bo Hu, Eric Bareke, Francisca N. Vitorino, Joanna M. Gongora, Benjamin A. Garcia, Chao Lu, Jacek Majewski
Publikováno v:
Genome Biology, Vol 25, Iss 1, Pp 1-28 (2024)
Abstract Background Methylation of histone 3 lysine 36 (H3K36me) has emerged as an essential epigenetic component for the faithful regulation of gene expression. Despite its importance in development and disease, how the molecular agents collectively
Externí odkaz:
https://doaj.org/article/452dd2d77ae044f69ef58363298ad192
Publikováno v:
Nursing Reports, Vol 14, Iss 3, Pp 2385-2397 (2024)
Comprehending the significance of legacy in end-of-life (EoL) situations helps palliative care professionals enhance person-centered outcomes for those with a life-threatening illness and their families. Our purpose was to conduct a concept analysis
Externí odkaz:
https://doaj.org/article/ba408c84691e4fe9b57bc25529d574b8
Autor:
Dias, Tiago, Fonseca, Tiago, Vitorino, João, Martins, Andreia, Malpique, Sofia, Praça, Isabel
The emergence of smart cities demands harnessing advanced technologies like the Internet of Things (IoT) and Artificial Intelligence (AI) and promises to unlock cities' potential to become more sustainable, efficient, and ultimately livable for their
Externí odkaz:
http://arxiv.org/abs/2306.04653