Zobrazeno 1 - 10
of 48 605
pro vyhledávání: '"Cerqueira AT"'
Autor:
de Souza, Allan M., Maciel, Filipe, da Costa, Joahannes B. D., Bittencourt, Luiz F., Cerqueira, Eduardo, Loureiro, Antonio A. F., Villas, Leandro A.
Federated Learning (FL) is a distributed approach to collaboratively training machine learning models. FL requires a high level of communication between the devices and a central server, thus imposing several challenges, including communication bottl
Externí odkaz:
http://arxiv.org/abs/2411.17833
Autor:
Rousi, Rebekah, Makitalo, Niko, Samani, Hooman, Kemell, Kai-Kristian, de Cerqueira, Jose Siqueira, Vakkuri, Ville, Mikkonen, Tommi, Abrahamsson, Pekka
The emergence of generative artificial intelligence (GAI) and large language models (LLMs) such ChatGPT has enabled the realization of long-harbored desires in software and robotic development. The technology however, has brought with it novel ethica
Externí odkaz:
http://arxiv.org/abs/2411.14009
Autor:
Sillberg, Chalisa Veesommai, De Cerqueira, Jose Siqueira, Sillberg, Pekka, Kemell, Kai-Kristian, Abrahamsson, Pekka
The EU AI Act was created to ensure ethical and safe Artificial Intelligence (AI) development and deployment across the EU. This study aims to identify key challenges and strategies for helping enterprises focus on resources effectively. To achieve t
Externí odkaz:
http://arxiv.org/abs/2411.08535
Autor:
Rasheed, Zeeshan, Sami, Malik Abdul, Rasku, Jussi, Kemell, Kai-Kristian, Zhang, Zheying, Harjamaki, Janne, Siddeeq, Shahbaz, Lahti, Sami, Herda, Tomas, Nurminen, Mikko, Lavesson, Niklas, de Cerqueira, Jose Siqueira, Hasan, Toufique, Khan, Ayman, Hasan, Mahade, Saari, Mika, Rantanen, Petri, Soini, Jari, Abrahamsson, Pekka
Present-day software development faces three major challenges: complexity, time consumption, and high costs. Developing large software systems often requires battalions of teams and considerable time for meetings, which end without any action, result
Externí odkaz:
http://arxiv.org/abs/2411.08507
Autor:
Dangić, Đorđe, Fang, Yue-Wen, Cerqueira, Tiago F. T., Sanna, Antonio, Marques, Miguel A. L., Errea, Ion
Recent predictions of metastable high-temperature hydride superconductors give hope that superconductivity at ambient conditions is within reach. In this work, we predict RbPH$_3$ as a new compound with a superconducting critical temperature around 1
Externí odkaz:
http://arxiv.org/abs/2411.03822
Autor:
da Silva, Viviane Torres, Rademaker, Alexandre, Lionti, Krystelle, Giro, Ronaldo, Lima, Geisa, Fiorini, Sandro, Archanjo, Marcelo, Carvalho, Breno W., Neumann, Rodrigo, Souza, Anaximandro, Souza, João Pedro, de Valnisio, Gabriela, Paz, Carmen Nilda, Cerqueira, Renato, Steiner, Mathias
Automated knowledge extraction from scientific literature can potentially accelerate materials discovery. We have investigated an approach for extracting synthesis protocols for reticular materials from scientific literature using large language mode
Externí odkaz:
http://arxiv.org/abs/2411.03484
Community detection methods have been extensively studied to recover communities structures in network data. While many models and methods focus on binary data, real-world networks also present the strength of connections, which could be considered i
Externí odkaz:
http://arxiv.org/abs/2411.03100
Autor:
de Cerqueira, José Antonio Siqueira, Agbese, Mamia, Rousi, Rebekah, Xi, Nannan, Hamari, Juho, Abrahamsson, Pekka
AI-based systems, including Large Language Models (LLMs), impact millions by supporting diverse tasks but face issues like misinformation, bias, and misuse. Ethical AI development is crucial as new technologies and concerns emerge, but objective, pra
Externí odkaz:
http://arxiv.org/abs/2411.08881
Autor:
Wang, Yan, Grabicki, Niklas, Orio, Hibiki, Li, Juan, Gao, Jie, Zhang, Xiaoxi, Cerqueira, Tiago F. T., Marques, Miguel A. L., Jiang, Zhaotan, Reinert, Friedrich, Dumele, Oliver, Palma, Carlos-Andres
The fabrication of well-defined, low-dimensional diamondoid-based materials is a promising approach for tailoring diamond properties such as superconductivity. On-surface self-assembly of halogenated diamondoids under ultrahigh vacuum conditions repr
Externí odkaz:
http://arxiv.org/abs/2410.19466
The classification of time series is essential for extracting meaningful insights and aiding decision-making in engineering domains. Parametric modeling techniques like NARX are invaluable for comprehending intricate processes, such as environmental
Externí odkaz:
http://arxiv.org/abs/2410.02770