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pro vyhledávání: '"Sousa, João"'
This work introduces JEMA (Joint Embedding with Multimodal Alignment), a novel co-learning framework tailored for laser metal deposition (LMD), a pivotal process in metal additive manufacturing. As Industry 5.0 gains traction in industrial applicatio
Externí odkaz:
http://arxiv.org/abs/2410.23988
Autor:
Froelicher, David, Cho, Hyunghoon, Edupalli, Manaswitha, Sousa, Joao Sa, Bossuat, Jean-Philippe, Pyrgelis, Apostolos, Troncoso-Pastoriza, Juan R., Berger, Bonnie, Hubaux, Jean-Pierre
Principal component analysis (PCA) is an essential algorithm for dimensionality reduction in many data science domains. We address the problem of performing a federated PCA on private data distributed among multiple data providers while ensuring data
Externí odkaz:
http://arxiv.org/abs/2304.00129
Autor:
Luís de Sousa, João1 joaoluisds@gmail.com, de Oliveira Castro, Álvaro Leonel2 alvaro.leonel@unespar.edu.br
Publikováno v:
Revista FSA. Oct2024, Vol. 21 Issue 10, p196-219. 24p.
General-purpose operating systems (GPOS), such as Linux, encompass several million lines of code. Statistically, a larger code base inevitably leads to a higher number of potential vulnerabilities and inherently a more vulnerable system. To minimize
Externí odkaz:
http://arxiv.org/abs/2209.05572
Autor:
Sousa, João Carlos Moreno de
A partir de uma abordagem que considera as ciências cognitivas como um caminho eficaz para buscar compreender o homem e a cultura através de vestígios materiais, a presente pesquisa teve como objetivo central entender os processos cognitivos da re
A strong geodetic set of a graph~$G=(V,E)$ is a vertex set~$S \subseteq V(G)$ in which it is possible to cover all the remaining vertices of~$V(G) \setminus S$ by assigning a unique shortest path between each vertex pair of~$S$. In the Strong Geodeti
Externí odkaz:
http://arxiv.org/abs/2208.01796
Concept-based explanations aims to fill the model interpretability gap for non-technical humans-in-the-loop. Previous work has focused on providing concepts for specific models (eg, neural networks) or data types (eg, images), and by either trying to
Externí odkaz:
http://arxiv.org/abs/2205.03601
Publikováno v:
In The American Journal of Clinical Nutrition November 2024 120(5):1143-1155
Autor:
Salomé Duarte, M., Fernandes, Ricardo J.C., Sousa, João, Pereira, Carla, Mesquita, Daniela P., Madalena Alves, M.
Publikováno v:
In Fuel 1 November 2024 375
Autor:
Silva, Francisco Davyd Pereira, Barroso, Elias Saraiva, de Matos, Gabriel Braga Alves, Parente, Evandro, Jr., Sousa, João Batista M., Jr.
Publikováno v:
In Composite Structures 15 September 2024 344